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Liu H, Li H, Deng G, Zheng X, Huang Y, Chen J, Meng Z, Gao Y, Qian Z, Liu F, Lu X, Shi Y, Shang J, Yan H, Zheng Y, Shen Z, Qiao L, Zhang W, Wang X. Association of AST/ALT ratio with 90-day outcomes in patients with acute exacerbation of chronic liver disease: a prospective multicenter cohort study in China. Front Med (Lausanne) 2024; 11:1307901. [PMID: 38576715 PMCID: PMC10993385 DOI: 10.3389/fmed.2024.1307901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 02/15/2024] [Indexed: 04/06/2024] Open
Abstract
Background and aim A high aspartate aminotransferase/alanine aminotransferase (AST/ALT) ratio is associated with liver injury in liver disease; however, no data exist regarding its relationship with 90-day prognosis in patients with acute exacerbation of chronic liver disease. Methods In this study, 3,758 participants (955 with advanced fibrosis and 2,803 with cirrhosis) from the CATCH-LIFE cohort in China were included. The relationships between different AST/ALT ratios and the risk of adverse 90-day outcomes (death or liver transplantation) were determined in patients with cirrhosis or hepatitis B virus (HBV)-associated advanced fibrosis, respectively. Results In the patients with HBV-associated advanced fibrosis, the risk of 90-day adverse outcomes increased with AST/ALT ratio; after adjusting for all confounding factors, the risk of adverse 90-day outcomes was the highest when AST/ALT ratio was more than 1.08 (OR = 6.91 [95% CI = 1.789-26.721], p = 0.005), and the AST/ALT ratio of >1.9 accelerated the development of adverse outcomes. In patients with cirrhosis, an AST/ALT ratio > 1.38 increased the risk of adverse 90-day outcomes in all univariables (OR = 1.551 [95% CI = 1.216-1.983], p < 0.001) and multivariable-adjusted analyses (OR = 1.847 [95% CI = 1.361-2.514], p < 0.001), and an elevated AST/ALT ratio (<2.65) accelerated the incidence of 90-day adverse outcomes. An AST/ALT ratio of >1.38 corresponded with a more than 20% incidence of adverse outcomes in patients with cirrhosis. Conclusion The AST/ALT ratio is an independent risk factor for adverse 90-day outcomes in patients with cirrhosis and HBV-associated advanced fibrosis. The cutoff values of the AST/ALT ratio could help clinicians monitor the condition of patients when making clinical decisions.
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Affiliation(s)
- Huimin Liu
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
- Department of Traditional Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Hai Li
- Department of Gastroenterology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Guohong Deng
- Department of Infectious Diseases, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Xin Zheng
- Department of Infectious Diseases, Institute of Infection and Immunology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yan Huang
- Department of Infectious Diseases, Hunan Key Laboratory of Viral Hepatitis, Xiangya Hospital, Central South University, Changsha, China
| | - Jinjun Chen
- Hepatology Unit, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhongji Meng
- Department of Infectious Diseases, Hubei Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Yanhang Gao
- Department of Hepatology, The First Hospital of Jilin University, Changchun, China
| | - Zhiping Qian
- Department of Liver Intensive Care Unit, Shanghai Public Health Clinical Centre, Fudan University, Shanghai, China
| | - Feng Liu
- Department of Infectious Diseases and Hepatology, The Second Hospital of Shandong University, Jinan, China
| | - Xiaobo Lu
- Infectious Disease Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yu Shi
- The State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Jia Shang
- Department of Infectious Diseases, Henan Provincial People's Hospital, Zhengzhou, China
| | - Huadong Yan
- Department of Hepatology, Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Hwamei Hospital, Ningbo No. 2 Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Yubao Zheng
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Zixuan Shen
- Department of Gastroenterology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Liang Qiao
- Department of Gastroenterology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Weituo Zhang
- Clinical Research Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xianbo Wang
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China
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Wu C, Wang Q, Zhou CY, Sun HX, Lin YS, Jiao XF, Lu X, Xu JS, Shen ZK, Guo Y, Gao W. Association of AST/ALT (De Ritis) ratio with sarcopenia in a Chinese population of community-dwelling elderly. Heliyon 2023; 9:e20427. [PMID: 37822616 PMCID: PMC10562753 DOI: 10.1016/j.heliyon.2023.e20427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 09/14/2023] [Accepted: 09/25/2023] [Indexed: 10/13/2023] Open
Abstract
Background The aspartate aminotransferase/alanine aminotransferase (AST/ALT) ratio, also known as De Ritis ratio, has been reportedly associated with malnutrition which plays a crucial role in sarcopenia. The aim of this study was to examine the relationship between AST/ALT ratio and sarcopenia in the Chinese community-dwelling elderly. Methods A cross-sectional study with 2751 participants (1343 men and 1408 women) aged ≥60 years was performed. Appendicular skeletal muscle mass index (ASMI), grip strength, and gait speed were measured to diagnose sarcopenia according to the latest Asian Working Group for Sarcopenia (AWGS) consensus. The association of AST/ALT ratio with sarcopenia was examined using logistic regression analysis. Results The prevalence of sarcopenia in the present study was 4.4%. AST/ALT ratio was higher in the sarcopenia group than in the non-sarcopenia group (1.30 ± 0.33 vs. 1.16 ± 0.62, P = 0.010). AST/ALT ratio was negatively correlated with the components of sarcopenia, including ASMI, grip strength, and gait speed. Logistic regression analysis indicated that high AST/ALT ratio (>1.20) was associated with increased risk of sarcopenia even after adjustment for potential confounders (adjusted OR = 2.33, 95%CI = 1.48-3.68, P < 0.001). Stratification analyses indicated that the association of high AST/ALT ratio with high risk of sarcopenia was more significant in males and the elderly with ≥70 years. Conclusions Our findings demonstrate that high AST/ALT ratio is associated with increased risk of sarcopenia in a Chinese population of community-dwelling elderly.
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Affiliation(s)
- Cheng Wu
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Quan Wang
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
- Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chun-Ya Zhou
- Department of Rheumatology, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Hui-Xian Sun
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Yu-Shuang Lin
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Xin-Feng Jiao
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Xiang Lu
- Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Jin-Shui Xu
- Jiangsu Province Center for Disease Control and Prevention, Nanjing, China
| | - Zheng-Kai Shen
- Jiangsu Province Center for Disease Control and Prevention, Nanjing, China
| | - Yan Guo
- Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wei Gao
- Department of Geriatrics, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
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Grifoni E, Bini C, Signorini I, Cosentino E, Micheletti I, Dei A, Pinto G, Madonia EM, Sivieri I, Mannini M, Baldini M, Bertini E, Giannoni S, Bartolozzi ML, Guidi L, Bartalucci P, Vanni S, Segneri A, Pratesi A, Giordano A, Dainelli F, Maggi F, Romagnoli M, Cioni E, Cioffi E, Pelagalli G, Mattaliano C, Schipani E, Murgida GS, Di Martino S, Sisti E, Cozzi A, Francolini V, Masotti L. Predictive Factors for Hemorrhagic Transformation in Acute Ischemic Stroke in the REAL-World Clinical Practice. Neurologist 2023; 28:150-156. [PMID: 36044909 DOI: 10.1097/nrl.0000000000000462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Few data exists on predictive factors of hemorrhagic transformation (HT) in real-world acute ischemic stroke patients. The aims of this study were: (i) to identify predictive variables of HT (ii) to develop a score for predicting HT. METHODS We retrospectively analyzed the clinical, radiographic, and laboratory data of patients with acute ischemic stroke consecutively admitted to our Stroke Unit along two years. Patients with HT were compared with those without HT. A multivariate logistic regression analysis was performed to identify independent predictors of HT on CT scan at 24 hours to develop a practical score. RESULTS The study population consisted of 564 patients with mean age 77.5±11.8 years. Fifty-two patients (9.2%) showed HT on brain CT at 24 hours (4.9% symptomatic). NIHSS score ≥8 at Stroke Unit admission (3 points), cardioembolic etiology (2 points), acute revascularization by systemic thrombolysis and/or mechanical thrombectomy (1 point), history of previous TIA/stroke (1 point), and major vessel occlusion (1 point) were found independent risk factors of HT and were included in the score (Hemorrhagic Transformation Empoli score (HTE)). The predictive power of HTE score was good with an AUC of 0.785 (95% CI: 0.749-0.818). Compared with 5 HT predictive scores proposed in the literature (THRIVE, SPAN-100, MSS, GRASPS, SITS-SIC), the HTE score significantly better predicted HT. CONCLUSIONS NIHSS score ≥8 at Stroke Unit admission, cardioembolism, urgent revascularization, previous TIA/stroke, and major vessel occlusion were independent predictors of HT. The HTE score has a good predictive power for HT. Prospective studies are warranted.
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Ahmadabad MA, Naeimi A, Keymoradzadeh A, Faghani S, Ahmadabad MA, Boroujeni NA, Mohammadpour H, Saberi A. Evaluation of De Ritis (AST/ALT), ALP/ALT, and AST/ALP ratios as prognostic factors in patients with acute ischemic stroke. BMC Neurol 2022; 22:450. [PMID: 36463106 PMCID: PMC9719238 DOI: 10.1186/s12883-022-02989-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/28/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Stroke is one of the leading causes of disability worldwide. Recently, stroke prognosis estimation has received much attention. This study investigates the prognostic role of aspartate transaminase/alanine transaminase (De Ritis, AAR), alkaline phosphatase/alanine transaminase (ALP/ALT), and aspartate transaminase/alkaline phosphatase (AST/ALP) ratios in acute ischemic stroke (AIS). METHODS This retrospective cohort study involved patients who experienced their first-ever AIS between September 2019 and June 2021. Clinical and laboratory data were collected within the first 24 hours after admission. Functional and mortality outcomes were evaluated 90 days after hospital discharge in clinical follow-up. Functional outcome was assessed by a modified Rankin Scale (mRS). The correlation between the laboratory data and study outcomes was evaluated using univariate analysis. In addition, regression models were developed to evaluate the predictive role of AST/ALP, ALP/ALT, and AAR ratios on the study outcomes. RESULTS Two hundred seventy-seven patients (mean age 69.10 ± 13.55, 53.1% female) were included. According to univariate analysis, there was a weak association between 3-months mRS, and both AST/ALT (r = 0.222, P < 0.001), and AST/ALP (r = 0.164, P = 0.008). Subsequently, higher levels of these ratios and absolute values of AST, ALT, and ALP were reported in deceased patients. Based on regression models adjusted with co-variable (age, gender, underlying disease, and history of smoking) AST/ALT and AST/ALP ratios had a significant independent association with 3-month mRS (CI:1.37-4.52, p = 0.003, and CI: 4.45-11,547.32, p = 0.007, respectively) and mortality (CI: 0.17-1.06, adjusted R2 = 0.21, p = 0.007, and CI: 0.10-2.91, p = 0.035, adjusted R2 = 0.20, respectively). CONCLUSIONS Elevated AST/ALP and AAR ratios at admission were correlated with poorer outcomes at 3 months in patients with first-ever AIS. Prospective studies in larger cohorts are required to confirm our findings and to evaluate further whether the AST/ALP and De Ritis ratios may represent a useful tool for determining the prognosis of AIS patients.
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Affiliation(s)
- Mona Asghari Ahmadabad
- grid.411874.f0000 0004 0571 1549Neurosciences Research Center, Neurology Department, Poursina Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Arvin Naeimi
- grid.411874.f0000 0004 0571 1549Student Research Committee, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Arman Keymoradzadeh
- grid.411600.2Department of Neurosurgery, School of Medicine Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shahriar Faghani
- grid.411705.60000 0001 0166 0922Department of Neurology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mina Asghari Ahmadabad
- grid.411874.f0000 0004 0571 1549Neurosciences Research Center, Neurology Department, Poursina Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Nasim Athari Boroujeni
- grid.411874.f0000 0004 0571 1549Neurosciences Research Center, Neurology Department, Poursina Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Hanieh Mohammadpour
- grid.411874.f0000 0004 0571 1549Student Research Committee, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Alia Saberi
- grid.411874.f0000 0004 0571 1549Neurosciences Research Center, Neurology Department, Poursina Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
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Xu Q, Zhang X, Li H, Tian X, Zuo Y, Zhang Y, Zhang X, Wang Y, Wang A, Meng X. Aspartate aminotransferase to alanine aminotransferase ratio and clinical outcomes after acute ischemic stroke: the CNSR-III registry. Intern Emerg Med 2022; 17:1987-1996. [PMID: 35986833 DOI: 10.1007/s11739-022-03059-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/18/2022] [Indexed: 11/05/2022]
Abstract
Elevated aspartate aminotransferase-to-alanine aminotransferase ratio (AAR) has been associated with cardiovascular diseases and mortality. The clinical significance of AAR in the prognosis of stroke has yet to be established. We aimed to investigate the associations between AAR levels and clinical outcomes in acute ischemic stroke (AIS) or transient ischemic attack (TIA). Patients with AIS or TIA in the Third China National Stroke Registry (CNSR-III) were divided into four groups by quartiles of AAR, and two groups according to AAR < 1 and AAR ≥ 1. Multivariable Cox regression for all-cause mortality and logistic regression for poor functional outcome (modified Rankin Scale, mRS 3-6/2-6) were adopted to explore the associations between AAR and clinical outcomes at 3 months and 1 year. Among 10,877 included patients, the median AAR was 1.06 (interquartile range [IQR], 0.82 to 1.36). In the multivariable-adjusted model, patients in the fourth AAR quartile had higher risk of all-cause mortality within 3 months and 1 year (hazard ratio [HR] 2.08, 95% confidence interval [CI] 1.25 to 3.47; HR 2.26, 95% CI 1.55 to 3.27), and mRS 3-6/2-6 at 1 year (odds ratio [OR] 1.29, 95% CI 1.07 to 1.55; OR 1.20, 95% CI 1.02 to 1.42), compared with those in the first quartile. Similar associations were also observed when AAR ≥ 1 compared with AAR < 1. Elevated AAR was associated with higher risk of all-cause mortality and poor functional outcome after AIS or TIA, and should be carefully assessed after admission.
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Affiliation(s)
- Qin Xu
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaofan Zhang
- The Affiliated Jinyang Hospital of Guizhou Medical University, Guiyang, China
| | - Hao Li
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xue Tian
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
- Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Yingting Zuo
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
- Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Yijun Zhang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaoli Zhang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yongjun Wang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Anxin Wang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China.
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
| | - Xia Meng
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China.
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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Wu Y, Liu F. Aspartate aminotransferase to alanine aminotransferase ratio and the risk of diabetic nephropathy progression in patients with type 2 diabetes mellitus: A biopsy-based study. J Diabetes Complications 2022; 36:108235. [PMID: 35853763 DOI: 10.1016/j.jdiacomp.2022.108235] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 05/17/2022] [Accepted: 06/19/2022] [Indexed: 10/17/2022]
Abstract
PURPOSE To study the relationship between baseline serum aspartate aminotransferase (AST) to alanine aminotransferase (ALT) ratio (AAR) in both clinicopathological features and renal outcome among type 2 diabetes mellitus (T2DM) patients with biopsy-confirmed diabetic nephropathy (DN). METHODS As a retrospective cohort study, we included 253 patients with T2DM and biopsy-confirmed DN. For receiver operating characteristic (ROC) curve showed that the optimal cut-off for AAR to predict end stage renal disease (ESRD) was 1.22. So, patients were divided into two groups according to their AAR at the time of renal biopsy: high AAR Group (those with AAR > 1.22); low AAR Group (those with AAR ≤1.22). Association between AAR and clinicopathological features as well as renal outcome were analyzed. RESULTS Patients with higher AAR presented elder, more hypertensive, more insulin use, higher serum cholesterol, more proteinuria and lower estimated glomerular filtration rate (eGFR). Compared with low AAR group, patients with high AAR had more severe glomerular pathological lesions and interstitial fibrosis and tubular atrophy. For prognostic analysis, high AAR Group was associated with a higher risk of progression to ESRD in univariate analysis. No matter treated with continuous or categorical variate, higher AAR remained an independent predictor for ESRD after adjusted for various confounding factors: gender, age, the duration of diabetes, serum glucose level, hypertension, serum lipid level, smoking, insulin use, eGFR and proteinuria. CONCLUSION High AAR was associated with more severe renal pathologic lesions and worse renal function in patients with T2DM and DN, which might be a novel noninvasive predictor for ESRD. CLINICAL RELEVANCE To our knowledge, there was no biopsy-based cohort study. In our study, high AAR was associated with more severe renal pathologic lesions and worse renal function in patients with T2DM and DN, which might be a novel noninvasive predictor of ESRD for patients with DN.
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Affiliation(s)
- Yucheng Wu
- Division of Nephrology, West China Hospital of Sichuan University, Chengdu, Sichuan, China; Laboratory of Diabetic Kidney Disease, Centre of Diabetes and Metabolism Research, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Fang Liu
- Division of Nephrology, West China Hospital of Sichuan University, Chengdu, Sichuan, China; Laboratory of Diabetic Kidney Disease, Centre of Diabetes and Metabolism Research, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
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Liu J, Wang Y, Jin Y, Guo W, Song Q, Wei C, Li J, Zhang S, Liu M. Prediction of Hemorrhagic Transformation After Ischemic Stroke: Development and Validation Study of a Novel Multi-biomarker Model. Front Aging Neurosci 2021; 13:667934. [PMID: 34122045 PMCID: PMC8193036 DOI: 10.3389/fnagi.2021.667934] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 04/27/2021] [Indexed: 02/05/2023] Open
Abstract
Objectives: We aimed to develop and validate a novel multi-biomarker model for predicting hemorrhagic transformation (HT) risk after acute ischemic stroke (AIS). Methods: We prospectively included patients with AIS admitted within 24 h of stroke from January 1st 2016 to January 31st 2019. A panel of 17 circulating biomarkers was measured and analyzed in this cohort. We assessed the ability of individual circulating biomarkers and the combination of multiple biomarkers to predict any HT, symptomatic HT (sHT) and parenchymal hematoma (PH) after AIS. The strategy of multiple biomarkers in combination was then externally validated in an independent cohort of 288 Chinese patients. Results: A total of 1207 patients with AIS (727 males; mean age, 67.2 ± 13.9 years) were included as a derivation cohort, of whom 179 patients (14.8%) developed HT. The final multi-biomarker model included three biomarkers [platelets, neutrophil-to-lymphocyte ratios (NLR), and high-density lipoprotein (HDL)] from different pathways, showing a good performance for predicting HT in both the derivation cohort (c statistic = 0·64, 95% CI 0·60–0·69), and validation cohort (c statistic = 0·70, 95% CI 0·58–0·82). Adding these three biomarkers simultaneously to the basic model with conventional risk factors improved the ability of HT reclassification [net reclassification improvement (NRI) 65.6%, P < 0.001], PH (NRI 64.7%, P < 0.001), and sHT (NRI 71.3%, P < 0.001). Conclusion: This easily applied multi-biomarker model had a good performance for predicting HT in both the derivation and external validation cohorts. Incorporation of biomarkers into clinical decision making may help to identify patients at high risk of HT after AIS and warrants further consideration.
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Affiliation(s)
- Junfeng Liu
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Yanan Wang
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Yuxi Jin
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Wen Guo
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Quhong Song
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Chenchen Wei
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China.,Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jing Li
- Department of Neurology, The First People's Hospital of Ziyang, Ziyang, China
| | - Shanshan Zhang
- Department of Neurology, Mianyang Central Hospital, Mianyang, China
| | - Ming Liu
- Department of Neurology, Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, China
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Liu Q, Chen X, Han J, Chen Y, Wang M, Zhao J, Liang W, Yang F. Application of a six sigma model to the evaluation of the analytical performance of serum enzyme assays and the design of a quality control strategy for these assays: A multicentre study. Clin Biochem 2021; 91:52-58. [PMID: 33617847 DOI: 10.1016/j.clinbiochem.2021.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 01/29/2021] [Accepted: 02/10/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Six medical testing laboratories at six different sites in China participated in this study. We applied a six sigma model for (a) the evaluation of the analytical performance of serum enzyme assays at each of the laboratories, (b) the design of individualized quality control programs and (c) the development of improvement measures for each of the assays, as appropriate. METHODS Internal quality control (IQC) and external quality assessment (EQA) data for selected serum enzyme assays were collected from each of the laboratories. Sigma values for these assays were calculated using coefficients of variation, bias, and total allowable error (TEa). Normalized sigma method decision charts were generated using these parameters. IQC design and improvement measures were defined using the Westgard sigma rules. The quality goal index (QGI) was used to assist with identification of deficiencies (bias problems, precision problems, or their combination) affecting the analytical performance of assays with sigma values <6. RESULTS Sigma values for the selected serum enzyme assays were significantly different at different levels of enzyme activity. Differences in assay quality in different laboratories were also seen, despite the use of identical testing instruments and reagents. Based on the six sigma data, individualized quality control programs were outlined for each assay with sigma <6 at each laboratory. CONCLUSIONS In multi-location laboratory systems, a six sigma model can evaluate the quality of the assays being performed, allowing management to design individualized IQC programs and strategies for continuous improvement as appropriate for each laboratory. This will improve patient care, especially for patients transferred between sites within multi-hospital systems.
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Affiliation(s)
- Qian Liu
- Department of Laboratory Medicine, The Second People's Hospital of Lianyungang, Lianyungang, PR China
| | - Xinkuan Chen
- Department of Laboratory Medicine, Xuzhou Medical University Affiliated Hospital of Lianyungang, Lianyungang, PR China
| | - Jingjing Han
- Department of Laboratory Medicine, Wuxi Branch of Ruijin Hospital, Wuxi, PR China
| | - Ying Chen
- Department of Laboratory Medicine, Nantong Hospital of Traditional Chinese Medicine, Nantong, PR China
| | - Menglin Wang
- Department of Laboratory Medicine, Suqian First Hospital, Suqian, PR China
| | - Jun Zhao
- Department of Laboratory Medicine, Wuxi Maternal and Child Health Hospital, Wuxi, PR China
| | - Wei Liang
- Department of Laboratory Medicine, The Second People's Hospital of Lianyungang, Lianyungang, PR China
| | - Fumeng Yang
- Department of Laboratory Medicine, The Second People's Hospital of Lianyungang, Lianyungang, PR China.
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