1
|
Wang XD, Zhao ZZ, Yang XY, Bao R, Wang YY, Lan Y, Quan ZY, Wang JF, Bian JJ. Association Between Red Cell Distribution Width and Liver Injury after Cardiac and Aortic Aneurysm Surgery with Cardiopulmonary Bypass. J Cardiothorac Vasc Anesth 2024:S1053-0770(24)00590-1. [PMID: 39343626 DOI: 10.1053/j.jvca.2024.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 08/24/2024] [Accepted: 09/04/2024] [Indexed: 10/01/2024]
Abstract
OBJECTIVES This study aimed to investigate the association between preoperative red blood cell distribution width (RDW) levels and liver injury (LI) after cardiac surgery, to highlight RDW's usefulness in the early identification and intervention for patients at high risk of LI. DESIGN A retrospective observational study. SETTING A university-affiliated teaching hospital and tertiary referral center. PARTICIPANTS Adult patients who underwent cardiac and aortic aneurysm surgery at Changhai Hospital in 2021. INTERVENTIONS Postoperative LI was defined by increased liver enzyme levels and/or hyperbilirubinemia, noted from the time of surgery to discharge. Logistic regression analyses were conducted to examine the RDW-LI relationship, with stratified analyses based on age, gender, and anemia. Survival within 30 days was assessed using the Kaplan-Meier method, with survival curve differences analyzed via the log-rank test. The study included 3 sets of sensitivity analyses. MEASUREMENTS AND MAIN RESULTS Postoperative LI was observed in 75 patients (10%). Multivariate regression analysis showed a significant association between high RDW levels and postoperative LI (adjusted odds ratio, 3.25; p = 0.033; 95% confidence intefal, 1.10-9.63), even after adjusting for all covariates. This association remained consistent across 3 sets of sensitivity analyses. Subgroup analysis showed men had a higher correlation with LI (p for interaction = 0.041). Kaplan-Meier analysis indicated a significantly lower survival rate in the LI group (76%) compared with the non-LI group (99.6%; p < 0.001). CONCLUSIONS Preoperative RDW levels are significantly associated with postoperative LI. RDW could serve as a significant useful marker for early detection and intervention in patients at high risk of LI, thereby potentially improving patient outcomes.
Collapse
Affiliation(s)
- Xian-Dong Wang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Zhen-Zhen Zhao
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Xin-Yue Yang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Rui Bao
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yun-Yun Wang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yang Lan
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Zhi-Yong Quan
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Jia-Feng Wang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China.
| | - Jin-Jun Bian
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, China.
| |
Collapse
|
2
|
Liu Y, Xie S, Zhou J, Cai Y, Zhang P, Li J, Ming Y. Using blood routine indicators to establish a machine learning model for predicting liver fibrosis in patients with Schistosoma japonicum. Sci Rep 2024; 14:11485. [PMID: 38769391 PMCID: PMC11106071 DOI: 10.1038/s41598-024-62521-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 05/17/2024] [Indexed: 05/22/2024] Open
Abstract
This study intends to use the basic information and blood routine of schistosomiasis patients to establish a machine learning model for predicting liver fibrosis. We collected medical records of Schistosoma japonicum patients admitted to a hospital in China from June 2019 to June 2022. The method was to screen out the key variables and six different machine learning algorithms were used to establish prediction models. Finally, the optimal model was compared based on AUC, specificity, sensitivity and other indicators for further modeling. The interpretation of the model was shown by using the SHAP package. A total of 1049 patients' medical records were collected, and 10 key variables were screened for modeling using lasso method, including red cell distribution width-standard deviation (RDW-SD), Mean corpuscular hemoglobin concentration (MCHC), Mean corpuscular volume (MCV), hematocrit (HCT), Red blood cells, Eosinophils, Monocytes, Lymphocytes, Neutrophils, Age. Among the 6 different machine learning algorithms, LightGBM performed the best, and its AUCs in the training set and validation set were 1 and 0.818, respectively. This study established a machine learning model for predicting liver fibrosis in patients with Schistosoma japonicum. The model could help improve the early diagnosis and provide early intervention for schistosomiasis patients with liver fibrosis.
Collapse
Affiliation(s)
- Yang Liu
- Transplantation Center, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Changsha, 410013, Hunan, China
- Engineering and Technology Research Center for Transplantation Medicine of National Health Comission, Changsha, Hunan, China
- Hunan Province Clinical Research Center for Infectious Diseases, Changsha, Hunan, China
| | - Shudong Xie
- Transplantation Center, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Changsha, 410013, Hunan, China
- Engineering and Technology Research Center for Transplantation Medicine of National Health Comission, Changsha, Hunan, China
- Hunan Province Clinical Research Center for Infectious Diseases, Changsha, Hunan, China
| | - Jie Zhou
- Hunan Institute of Schistosomiasis Control, Yueyang, Hunan, China
| | - Yu Cai
- Hunan Institute of Schistosomiasis Control, Yueyang, Hunan, China
| | - Pengpeng Zhang
- Transplantation Center, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Changsha, 410013, Hunan, China
- Engineering and Technology Research Center for Transplantation Medicine of National Health Comission, Changsha, Hunan, China
- Hunan Province Clinical Research Center for Infectious Diseases, Changsha, Hunan, China
| | - Junhui Li
- Transplantation Center, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Changsha, 410013, Hunan, China
- Engineering and Technology Research Center for Transplantation Medicine of National Health Comission, Changsha, Hunan, China
- Hunan Province Clinical Research Center for Infectious Diseases, Changsha, Hunan, China
| | - Yingzi Ming
- Transplantation Center, The Third Xiangya Hospital, Central South University, No. 138 Tongzipo Road, Changsha, 410013, Hunan, China.
- Engineering and Technology Research Center for Transplantation Medicine of National Health Comission, Changsha, Hunan, China.
- Hunan Province Clinical Research Center for Infectious Diseases, Changsha, Hunan, China.
| |
Collapse
|
3
|
Suwała S, Białczyk A, Koperska K, Rajewska A, Krintus M, Junik R. Prevalence and Crucial Parameters in Diabesity-Related Liver Fibrosis: A Preliminary Study. J Clin Med 2023; 12:7760. [PMID: 38137829 PMCID: PMC10744287 DOI: 10.3390/jcm12247760] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 11/28/2023] [Accepted: 12/16/2023] [Indexed: 12/24/2023] Open
Abstract
Diabetes and obesity have been recognized as confirmed risk factors for the occurrence of liver fibrosis. Despite the long-standing acknowledgment of "diabesity", the simultaneous existence of diabetes and obesity, scholarly literature has shown limited attention to this topic. The aim of this pilot study was to assess the prevalence of liver fibrosis among individuals with diabetes (specifically those who are obese) in order to identify the key factors associated with hepatofibrosis and determine the most important associations and differences between patients with and without liver fibrosis. The research included a total of 164 participants (48.17% had comorbid obesity). Liver elastography (Fibroscan) was performed on these individuals in addition to laboratory tests. Liver fibrosis was found in 34.76% of type 2 diabetes patients; male gender almost doubled the risk of hepatofibrosis (RR 1.81) and diabesity nearly tripled this risk (RR 2.81; however, in degree III of obesity, the risk was elevated to 3.65 times higher). Anisocytosis, thrombocytopenia, or elevated liver enzymes raised the incidence of liver fibrosis by 1.78 to 2.47 times. In these individuals, liver stiffness was negatively correlated with MCV, platelet count, and albumin concentration; GGTP activity and HbA1c percentage were positively correlated. The regression analysis results suggest that the concentration of albumin and the activity of GGTP are likely to have a substantial influence on the future management of liver fibrosis in patients with diabesity. The findings of this study can serve as the basis for subsequent investigations and actions focused on identifying potential therapeutic and diagnostic avenues.
Collapse
Affiliation(s)
- Szymon Suwała
- Department of Endocrinology and Diabetology, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland;
| | - Aleksandra Białczyk
- Evidence-Based Medicine Students Scientific Club of Department of Endocrinology and Diabetology, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland; (A.B.); (K.K.); (A.R.)
| | - Kinga Koperska
- Evidence-Based Medicine Students Scientific Club of Department of Endocrinology and Diabetology, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland; (A.B.); (K.K.); (A.R.)
| | - Alicja Rajewska
- Evidence-Based Medicine Students Scientific Club of Department of Endocrinology and Diabetology, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland; (A.B.); (K.K.); (A.R.)
| | - Magdalena Krintus
- Department of Laboratory Medicine, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland;
| | - Roman Junik
- Department of Endocrinology and Diabetology, Nicolaus Copernicus University, Collegium Medicum, 9 Sklodowskiej-Curie Street, 85-094 Bydgoszcz, Poland;
| |
Collapse
|
4
|
Chen YL, Zhao ZW, Li SM, Guo YZ. Value of red blood cell distribution width in prediction of diastolic dysfunction in cirrhotic cardiomyopathy. World J Gastroenterol 2023; 29:2322-2335. [PMID: 37124890 PMCID: PMC10134422 DOI: 10.3748/wjg.v29.i15.2322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/27/2023] [Accepted: 03/16/2023] [Indexed: 04/14/2023] Open
Abstract
BACKGROUND Clinical diagnosis of cirrhotic cardiomyopathy (CCM) often encounters challenges of lack of timeliness and disease severity, with the commonly positive indicator usually associated with advanced heart failure.
AIM To explore suitable biomarkers for early CCM prediction.
METHODS A total of 505 eligible patients were enrolled in this study and divided into four groups according to Child-Pugh classification: Group I, Class A without CCM (105 cases); Group II, Class A with CCM (175 cases); Group III, Class B with CCM (139 cases); and Group IV, Class C with CCM (86 cases). Logistic regression and receiver operating characteristic (ROC) curve analyses were performed to determine whether red blood cell distribution width (RDW) was an independent risk factor for CCM risk. The relationships between RDW and Child-Pugh scores, Model for End-Stage Liver Disease (MELD) scores, and N-terminal pro-brain natriuretic peptide (NT-proBNP) were analyzed by Pearson correlation analysis.
RESULTS A constant RDW increase was evident from Group I to Group IV (12.54 ± 0.85, 13.29 ± 1.19, 14.30 ± 1.96, and 16.25 ± 2.13, respectively). Pearson correlation analysis showed that RDW was positively correlated with Child-Pugh scores (r = 0.642, P < 0.001), MELD scores (r = 0.592, P < 0.001), and NT-proBNP (r = 0.715, P < 0.001). Furthermore, between Group I and Group II, RDW was the only significant index (odds ratio: 2.175, 95% confidence interval [CI]: 1.549-3.054, P < 0.001), and it reached statistical significance when examined by ROC curve analysis (area under the curve: 0.686, 95%CI: 0.624-0.748, P < 0.001).
CONCLUSION RDW can serve as an effective and accessible clinical indicator for the prediction of diastolic dysfunction in CCM, in which a numerical value of more than 13.05% may indicate an increasing CCM risk.
Collapse
Affiliation(s)
- Yan-Ling Chen
- Department of Gastroenterology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Zi-Wen Zhao
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Shu-Mei Li
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Yong-Zhe Guo
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| |
Collapse
|
5
|
The Role of Red Cell Distribution Width as a Prognostic Marker in Chronic Liver Disease: A Literature Review. Int J Mol Sci 2023; 24:ijms24043487. [PMID: 36834895 PMCID: PMC9967940 DOI: 10.3390/ijms24043487] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 02/12/2023] Open
Abstract
Liver disease is one of the leading public health problems faced by healthcare practitioners regularly. As such, there has been a search for an inexpensive, readily available, non-invasive marker to aid in monitoring and prognosticating hepatic disorders. Recently, red blood cell distribution width (RDW) has been found to be associated with various inflammatory conditions with implications for its use as a potential marker for assessing disease progression and prognosis in multiple conditions. Multiple factors effect red blood cell production whereby a dysfunction in any process can lead to anisocytosis. Furthermore, a chronic inflammatory state leads to increased oxidative stress and produces inflammatory cytokines causing dysregulation and increased intracellular uptake and use of both iron and vitamin B12, which leads to a reduction in erythropoiesis causing an increase in RDW. This literature review reviews in-depth pathophysiology that may lead to an increase in RDW and its potential correlation with chronic liver diseases, including hepatitis B, hepatitis C, hepatitis E, non-alcoholic fatty liver disease, autoimmune hepatitis, primary biliary cirrhosis, and hepatocellular carcinoma. In our review, we examine the use of RDW as a prognostic and predictive marker for hepatic injury and chronic liver disease.
Collapse
|
6
|
Le MH, Yeo YH, Li X, Li J, Zou B, Wu Y, Ye Q, Huang DQ, Zhao C, Zhang J, Liu C, Chang N, Xing F, Yan S, Wan ZH, Tang NSY, Mayumi M, Liu X, Liu C, Rui F, Yang H, Yang Y, Jin R, Le RHX, Xu Y, Le DM, Barnett S, Stave CD, Cheung R, Zhu Q, Nguyen MH. 2019 Global NAFLD Prevalence: A Systematic Review and Meta-analysis. Clin Gastroenterol Hepatol 2022; 20:2809-2817.e28. [PMID: 34890795 DOI: 10.1016/j.cgh.2021.12.002] [Citation(s) in RCA: 284] [Impact Index Per Article: 142.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/25/2021] [Accepted: 12/02/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The increasing rates of obesity and type 2 diabetes mellitus may lead to increased prevalence of nonalcoholic fatty liver disease (NAFLD). We aimed to determine the current and recent trends on the global and regional prevalence of NAFLD. METHODS Systematic search from inception to March 26, 2020 was performed without language restrictions. Two authors independently performed screening and data extraction. We performed meta-regression to determine trends in NAFLD prevalence. RESULTS We identified 17,244 articles from literature search and included 245 eligible studies involving 5,399,254 individuals. The pooled global prevalence of NAFLD was 29.8% (95% confidence interval [CI], 28.6%-31.1%); of these, 82.5% of included articles used ultrasound to diagnose NAFLD, with prevalence of 30.6% (95% CI, 29.2%-32.0%). South America (3 studies, 5716 individuals) and North America (4 studies, 18,236 individuals) had the highest NAFLD prevalence at 35.7% (95% CI, 34.0%-37.5%) and 35.3% (95% CI, 25.4%-45.9%), respectively. From 1991 to 2019, trend analysis showed NAFLD increased from 21.9% to 37.3% (yearly increase of 0.7%, P < .0001), with South America showing the most rapid change of 2.7% per year, followed by Europe at 1.1%. CONCLUSIONS Despite regional variation, the global prevalence of NAFLD is increasing overall. Policy makers must work toward reversing the current trends by increasing awareness of NAFLD and promoting healthy lifestyle environments.
Collapse
Affiliation(s)
- Michael H Le
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | - Yee Hui Yeo
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Division of General Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Xiaohe Li
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Division of Infectious Disease, The Third People's Hospital of Shenzhen, Shenzhen, China
| | - Jie Li
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Biyao Zou
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California
| | - Yuankai Wu
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Department of Infectious Diseases, the Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Qing Ye
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; The Third Central Clinical College of Tianjin Medical University, Tianjin; Department of Hepatology of The Third Central Hospital of Tianjin; Tianjin Key Laboratory of Artificial Cells, Tianjin, China
| | - Daniel Q Huang
- Department of Medicine, Yong Loo Lin School of Medicine and Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore
| | - Changqing Zhao
- Department of Cirrhosis, Institute of Liver Disease, Shuguang Hospital, Shanghai University of T.C.M., Shanghai, China
| | - Jie Zhang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Chenxi Liu
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Na Chang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Feng Xing
- Department of Cirrhosis, Institute of Liver Disease, Shuguang Hospital, Shanghai University of T.C.M., Shanghai, China
| | - Shiping Yan
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Zi Hui Wan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Natasha Sook Yee Tang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Maeda Mayumi
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | - Xinting Liu
- Medical School of Chinese People's Liberation Army, Beijing, and Department of Pediatrics, the First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Chuanli Liu
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Fajuan Rui
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Hongli Yang
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Yao Yang
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Ruichun Jin
- Jining Medical University, Jining, Shandong, China
| | - Richard H X Le
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | - Yayun Xu
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - David M Le
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | - Scott Barnett
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | | | - Ramsey Cheung
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Division of Gastroenterology and Hepatology, Veterans Affairs Palo Alto Health Care System, Palo Alto, California
| | - Qiang Zhu
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Ji'nan, Shandong, China
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California; Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California.
| |
Collapse
|
7
|
Michalak A, Guz M, Kozicka J, Cybulski M, Jeleniewicz W, Lach T, Cichoż-Lach H. Red blood cell distribution width derivatives in alcohol-related liver cirrhosis and metabolic-associated fatty liver disease. World J Gastroenterol 2022; 28:5636-5647. [PMID: 36304090 PMCID: PMC9594007 DOI: 10.3748/wjg.v28.i38.5636] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/07/2022] [Accepted: 09/21/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Looking for undiscovered blood markers of liver fibrosis and steatosis still remains an issue worth exploring. There are still plenty of unresolved issues related to the actual role of hematological indices as potential markers of liver function.
AIM To study red blood cell distribution width (RDW), RDW-to-platelet ratio (RPR) and RDW-to-lymphocyte ratio (RLR) in alcohol-related liver cirrhosis (ALC) and metabolic-associated fatty liver disease (MAFLD).
METHODS The study group was composed of 302 people: 142 patients with ALC and 92 with MAFLD; 68 persons were included as controls. RDW, RPR and RLR were measured in each person. Indirect and direct parameters of liver fibrosis were also assessed [aspartate transaminase to alkaline transaminase ratio, aspartate transaminase to platelet ratio index (APRI), fibrosis-4 (FIB-4), gamma-glutamyl transpeptidase to platelet ratio (GPR), procollagen I carboxyterminal propeptide, procollagen III aminoterminal propeptide, transforming growth factor-α, platelet-derived growth factor AB, laminin]. MELD score in ALC patients and non-alcoholic fatty liver disease (NAFLD) fibrosis score together with BARD score were obtained in the MAFLD group. The achieved results were compared to controls. Then a correlation between assessed markers was done. Diagnostic value of each investigated parameter and its suggested cut-off in the research group were evaluated with area under the curve (AUC).
RESULTS RDW, RPR and RLR values turned out to be significantly higher in ALC and MAFLD groups compared to controls (ALC: P < 0.0001; NAFLD: P < 0.05, P < 0.0001 and P < 0.0001, respectively). RPR correlated positively with MELD score (P < 0.01) and indirect indices of liver fibrosis (FIB-4 and GPR; P < 0.0001) in ALC patients; negative correlations were found between PDGF-AB and both: RDW and RPR (P < 0.01 and P < 0.0001, respectively). RPR correlated positively with NAFLD fibrosis score and APRI (P < 0.0001) in the MAFLD group; a positive relationship was observed between RDW and FIB-4, too (P < 0.05). AUC values and suggested cut-offs for RDW, RPR and RLR in ALC patients were: 0.912 (> 14.2%), 0.965 (> 0.075) and 0.914 (> 8.684), respectively. AUC values and suggested cut-offs for RDW, RPR and RLR in MAFLD patients were: 0.606 (> 12.8%), 0.724 (> 0.047) and 0.691 (> 6.25), respectively.
CONCLUSION RDW with its derivatives appear to be valuable diagnostic markers in patients with ALC. They can also be associated with a deterioration of liver function in this group.
Collapse
Affiliation(s)
- Agata Michalak
- Department of Gastroenterology, Medical University of Lublin, Lublin 20-954, Poland
| | - Małgorzata Guz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Lublin 20-093, Poland
| | - Joanna Kozicka
- Department of Gastroenterology, Medical University of Lublin, Lublin 20-954, Poland
| | - Marek Cybulski
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Lublin 20-093, Poland
| | - Witold Jeleniewicz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Lublin 20-093, Poland
| | - Tomasz Lach
- Department of Orthopedics and Traumatology, Medical University of Lublin, Lublin 20-954, Poland
| | - Halina Cichoż-Lach
- Department of Gastroenterology, Medical University of Lublin, Lublin 20-954, Poland
| |
Collapse
|
8
|
Red Blood Cell-Conditioned Media from Non-Alcoholic Fatty Liver Disease Patients Contain Increased MCP1 and Induce TNF-α Release. Rep Biochem Mol Biol 2022; 11:54-62. [PMID: 35765536 PMCID: PMC9208556 DOI: 10.52547/rbmb.11.1.54] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 05/12/2021] [Indexed: 01/11/2023]
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) constitutes a global pandemic. An intricate network among cytokines and lipids possesses a central role in NAFLD pathogenesis. Red blood cells comprise an important source of both cytokines and signaling lipids and have an important role in molecular crosstalk during immunometabolic deregulation. However, their role in NAFLD has not been thoroughly investigated. Methods Conditioned media from erythrocytes derived from 10 NAFLD patients (4 men, 6 women, aged 57.875±15.16) and 10 healthy controls (4 men, 6 women, aged 39.3±15.55) was analyzed for the cytokines IFN-γ, TNF-α, CCL2, CCL5, IL-8, IL-1β, IL-12p40, IL-17, MIP-1β, the signaling lipids sphingosine-1-phosphate (S1P) and lysophosphatidic acid (LPA), and cholesterol. Their effect on the cytokine profile released by RAW 264.7 macrophages was also studied. Results MCP1 levels were greater in conditioned growth medium from NAFLD patient erythrocytes than in that from healthy controls (37±40 vs 6.51±5.63 pg/ml). No statistically significant differences were found between patients and healthy controls with regard to S1P, LPA, cholesterol, or eight other cytokines. TNF-a release by RAW 264.7 cells was greater after incubation with patient-derived erythrocyte-conditioned medium than in medium without RAW 264.7 cells from either healthy or NAFLD subjects. Conclusion Erythrocytes may contribute to liver infiltration by monocytes, and macrophage activation, partially due to CCL2 release, in the context of NAFLD..
Collapse
|
9
|
Naeini F, Namkhah Z, Tutunchi H, Rezayat SM, Mansouri S, Yaseri M, Hosseinzadeh-Attar MJ. Effects of naringenin supplementation on cardiovascular risk factors in overweight/obese patients with nonalcoholic fatty liver disease: a pilot double-blind, placebo-controlled, randomized clinical trial. Eur J Gastroenterol Hepatol 2022; 34:345-353. [PMID: 34860705 DOI: 10.1097/meg.0000000000002323] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE Although several experimental models have suggested promising pharmacological effects of naringenin in the management of obesity and its related disorders, the effects of naringenin supplementation on cardiovascular disorders as one of the main complications of nonalcoholic fatty liver disease (NAFLD) are yet to be examined in humans. METHODS In this double-blind, placebo-controlled, randomized clinical trial, 44 overweight/obese patients with NAFLD were equally allocated into either naringenin or placebo group for 4 weeks. Cardiovascular risk factors including atherogenic factors, hematological indices, obesity-related parameters, blood pressure, and heart rate were assessed pre- and postintervention. RESULTS The atherogenic index of plasma value, serum non-HDL-C levels as well as total cholesterol/high-density lipoprotein cholesterol (HDL-C), triglyceride/HDL-C, low-density lipoprotein cholesterol/HDL-C, and non-HDL-C/HDL-C ratios were significantly reduced in the intervention group, compared to the placebo group post intervention (P < 0.05). Moreover, there was a significant reduction in BMI and visceral fat level in the intervention group when compared with the placebo group (P = 0.001 and P = 0.039, respectively). Furthermore, naringenin supplementation could marginally reduce systolic blood pressure (P = 0.055). Mean corpuscular hemoglobin increased significantly in the naringenin group compared to the placebo group at the endpoint (P = 0.023). Supplementation with naringenin also resulted in a marginally significant increase in the mean corpuscular hemoglobin concentration when compared with the placebo group (P = 0.050). There were no significant between-group differences for other study outcomes post intervention. CONCLUSION In conclusion, these data indicate that naringenin supplementation may be a promising treatment strategy for cardiovascular complications among NAFLD patients. However, further trials are warranted.
Collapse
Affiliation(s)
- Fatemeh Naeini
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Science, Tehran
| | - Zahra Namkhah
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Science, Tehran
| | - Helda Tutunchi
- Endocrine Research Center, Tabriz University of Medical Sciences, Tabriz
| | - Seyed Mahdi Rezayat
- Department of Pharmacology, School of Medicine, Tehran University of Medical Sciences, Tehran
| | - Siavash Mansouri
- National Iranian Oil Company (NIOC) Health and Family Research Center, Tehran
| | - Mehdi Yaseri
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | | |
Collapse
|
10
|
Damjanovska S, Davitkov P, Gopal S, Kostadinova L, Kowal C, Lange A, Moreland A, Shive CL, Wilson B, Bej T, Al-Kindi S, Falck-Ytter Y, Zidar DA, Anthony DD. High Red Cell Distribution Width and Low Absolute Lymphocyte Count Associate With Subsequent Mortality in HCV Infection. Pathog Immun 2022; 6:90-104. [PMID: 34988340 PMCID: PMC8714176 DOI: 10.20411/pai.v6i2.467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/07/2021] [Indexed: 11/25/2022] Open
Abstract
Background: Hepatitis-C virus (HCV) chronic infection can lead to cirrhosis, hepatocellular carcinoma (HCC), end-stage liver disease, cardiovascular disease (CVD), and mortality. Transient Elastography (TE) is used to non-invasively assess fibrosis. Whether immune monitoring provides additive prognostic value is not established. Increased red-cell distribution width (RDW) and decreased absolute lymphocyte count (ALC) predict mortality in those without liver disease. Whether these relationships remain during HCV infection is unknown. Materials and Methods: A retrospective cohort of 1,715 single-site VA Liver Clinic patients receiving Transient Elastography (TE) 2014-2019 to evaluate HCV-associated liver damage were evaluated for RDW and ALC in relation to traditional parameters of cardiovascular risk, liver health, development of HCC, and mortality. Results: The cohort was 97% male, 55% African American, 26% with diabetes mellitus, 67% with hypertension, and 66% with tobacco use. After TE, 3% were subsequently diagnosed with HCC, and 12% (n=208) died. Most deaths (n=189) were due to non-liver causes. The TE score associated with prevalent CVD, positively correlated with atherosclerotic cardiovascular disease (ASCVD) 10-Year Risk Score, age, RDW, and negatively correlated with ALC. Patients with anisocytosis (RDW above 14%) or lymphopenia (ALC level under 1.2×109/L) had greater subsequent all-cause mortality, even after adjusting for age, TE score, and comorbidities. TE score, and to a modest degree RDW, were associated with subsequent liver-associated mortality, while TE score, RDW, and ALC were each independently associated with non-liver cause of death. Conclusion: Widely available mortality calculators generally require multiple pieces of clinical information. RDW and ALC, parameters collected on a single laboratory test that is commonly performed, prior to HCV therapy may be pragmatic markers of long-term risk of mortality.
Collapse
Affiliation(s)
- Sofi Damjanovska
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University.,Department of Medicine, University Hospitals Cleveland Medical Center
| | - Perica Davitkov
- Division of Gastroenterology, Cleveland VA Medical Center, Case Western Reserve University
| | - Surya Gopal
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University
| | - Lenche Kostadinova
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University.,Department of Medicine, University Hospitals Cleveland Medical Center
| | - Corrine Kowal
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University
| | - Alyssa Lange
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University
| | - Anita Moreland
- Division of Gastroenterology, Cleveland VA Medical Center, Case Western Reserve University
| | - Carey L Shive
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University.,Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Brigid Wilson
- Research and Education Foundation for Cleveland VA, Cleveland, OH
| | - Taissa Bej
- Research and Education Foundation for Cleveland VA, Cleveland, OH
| | - Sadeer Al-Kindi
- University Hospitals Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center
| | - Yngve Falck-Ytter
- Division of Gastroenterology, Cleveland VA Medical Center, Case Western Reserve University
| | - David A Zidar
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University
| | - Donald D Anthony
- Department of Medicine, Cleveland VA Medical Center, Case Western Reserve University.,Department of Pathology, Case Western Reserve University, Cleveland, OH.,Department of Medicine, MetroHealth Medical Center, Cleveland, OH
| |
Collapse
|
11
|
Red cell distribution width as a predictor of outcome in hospitalized cirrhotic patients. Eur J Gastroenterol Hepatol 2021; 33:e978-e985. [PMID: 35048659 DOI: 10.1097/meg.0000000000002337] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND A systemic inflammatory response syndrome (SIRS) is linked to red cell distribution width (RCDW), which produces pro-inflammatory signals that act directly on hematopoietic stem cells in the bone marrow. This stimulation may cause alterations in the membrane of red blood cells (RBCs), as assessed by RCDW, which have been linked to increased morbidity and death in a number of systemic disorders. AIM This study aims to evaluate RCDW as a predictor of outcome in hospitalized cirrhotic patients. METHODS This prospective cross-sectional study was conducted on 1000 patients. The outcome was assessed by days of hospitalization; mortality in hospitalized patients or during short-term follow-up (3 months) and rehospitalization during follow-up of 6 months. RESULTS Male represented 69.6%. Mean age was 57.67 ± 13.07 years old. Baseline co-morbidities were recorded as the presence of diabetes mellitus (200 patients) and hypertension (400 patients). Hepatitis C virus was the commonest etiology of the diseased liver (90%). Child-Pugh classes A, B and C of studied patients represented (21.2%, 38.8% and 40%). The survived patients during follow-up represented 63.3%. Area under the curve for RCDW was 0.923 (95% CI, 0.904-0.943), 0.910 for C-reactive protein (95% CI, 0.890-0.930), 0.904 for Hb (95% CI, 0.883-0.925) and 0.903 for platelets (95% CI, 0.882-0.924). RCDW cutoff point at 21.35 for predicting survival had sensitivity 93%, specificity 91%, accuracy 92%, positive predictive value 85 and negative predictive value 96. Regression analysis revealed a significant positive association between both RCDW and white blood cells with mortality. CONCLUSION RCDW could provide useful information for predicting the length of hospitalization and survival in hospitalized cirrhotic patients.
Collapse
|
12
|
Ramzy I, Fouad R, Salama R, Abdellatif Z, Elsharkawy A, Zayed N, Elsharkawy M, El Akel W, Bakheet N. Evaluation of red cell distribution width to platelet ratio as a novel non-invasive index for predicting hepatic fibrosis in patients with chronic hepatitis C. Arab J Gastroenterol 2021; 22:6-11. [PMID: 33664008 DOI: 10.1016/j.ajg.2020.12.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 01/03/2020] [Accepted: 12/28/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND STUDY AIMS Assessing the extent of fibrosis is an essential part of therapeutic decisions in patients with chronic hepatitis C (CHC). Liver biopsies are the "gold standard" for evaluating liver fibrosis but have many limitations. Thus, noninvasive predictors of fibrosis have been developed. This study aimed to determine the effectiveness of red cell distribution width (RDW) to platelet ratio as a simple noninvasive method for predicting the hepatic fibrosis stage in patients with CHC. PATIENTS AND METHODS This cross-sectional study included 197 Egyptian patients with CHC. A routine pretreatment reference needle liver biopsy was performed. Fib-4, transient elastography (TE) by Fibroscan, AST to Platelet Ratio Index (APRI), and RDW to platelet ratio (RPR) were measured. Predictors of significant fibrosis (Metavir score ≥ F2) and advanced fibrosis (Metavir score ≥ F3) were identified. RESULTS Fib-4, TE, APRI, and RPR values differed significantly when comparing different stages of fibrosis (p < 0.01). Fib-4, TE, APRI, and RPR were reliable diagnostic tools at cutoff values of 1.17, 7.75, 0.18, and 0.07, respectively, for predicting significant fibrosis and cutoff values of 1.99, 8, 1.77, and 0.08, respectively, for predicting advanced fibrosis. Using logistic regression analysis, TE was identified as an independent predictor associated with significant and advanced fibrosis. Fib-4 was significantly associated with advanced fibrosis only. CONCLUSION The use of Fib-4, TE, APRI, and RPR measurements may decrease the need for liver biopsies for predicting significant and advanced fibrosis. RPR showed fair sensitivity, specificity, positive and negative predictive values, and overall accuracy for predicting significant fibrosis in patients with CHC.
Collapse
Affiliation(s)
- Iman Ramzy
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rabab Fouad
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rabab Salama
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Zeinab Abdellatif
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt.
| | - Aisha Elsharkawy
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Naglaa Zayed
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Marwa Elsharkawy
- Clinical Pathology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Wafaa El Akel
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Nader Bakheet
- Endemic Medicine and Hepatogastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| |
Collapse
|
13
|
Papadopoulos C, Tentes I, Anagnostopoulos K. Red Blood Cell Dysfunction in Non-Alcoholic Fatty Liver Disease: Marker and Mediator of Molecular Mechanisms. MÆDICA 2021; 15:513-516. [PMID: 33603909 DOI: 10.26574/maedica.2020.15.4.513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Despite efforts to unravel the pathogenetic mechanisms of non-alcoholic fatty liver disease (NAFLD), there is still a need for approved treatments and biomarkers. Interestingly, red blood cells present alterations in their characteristics during NAFLD. The phosphatidylcholine to phosphatidylethanolamine ratio, fatty acid profile, red blood cell count and red cell distribution width reflect molecular changes that are taking place in the liver. In addition, glycosylated hemoglobin, chemokine binding and release, and phosphatidylserine exposure actively participate in NAFLD pathogenesis. In this review, we describe the neglected red blood cell dysfunction in NAFLD, with the aim to unveil potent biomarkers and therapeutic targets.
Collapse
Affiliation(s)
- Charalampos Papadopoulos
- Laboratory of Biochemistry, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Ioannis Tentes
- Laboratory of Biochemistry, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | | |
Collapse
|
14
|
Kohsari M, Moradinazar M, Rahimi Z, Najafi F, Pasdar Y, Moradi A, Shakiba E. Association between RBC Indices, Anemia, and Obesity-Related Diseases Affected by Body Mass Index in Iranian Kurdish Population: Results from a Cohort Study in Western Iran. Int J Endocrinol 2021; 2021:9965728. [PMID: 34527049 PMCID: PMC8437600 DOI: 10.1155/2021/9965728] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 08/27/2021] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE The relationship between RBC indices and metabolic diseases remains unclear. The association between anemia and obesity is also controversial. The present study aimed to investigate the relationship between RBC indices and metabolic diseases caused by obesity and evaluate the effect of body mass index (BMI) on RBC indices on the Ravansar cohort data. METHOD For the purpose of this study, 9826 participants aged 35-65 years (5158 females and 4668 males) were recruited in the analyses. A quadratic prediction fit plot investigated the association between RBC indices with BMI and lipid profile. The odds ratio of obesity-related diseases in each quartile category of RBC indices and anemia was estimated using multivariable logistic regression models. RESULTS Subjects in the fourth quartiles of RBC count, hematocrit (HCT), hemoglobin (HGB), and red cell distribution width (RDW) had a higher risk for obesity-related diseases compared to the first quartiles. However, individuals with the mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), and mean corpuscular hemoglobin concentration (MCHC) in fourth quartiles had lower ORs of obesity-related diseases. While BMI reduced the effect of RBC count, HCT, HGB, and RDW on the incidence risk of obesity-related disease, it increased the impact of MCV, MCH, and MCHC. There was a negative association between BMI and RBC indices except for RDW. The BMI effect on RBC indices was different in normal and obese individuals. BMI in mild anemia lowered the risk of metabolic diseases, but it increased the risk of metabolic diseases for moderate anemia. CONCLUSION A higher risk of obesity-related diseases was observed in the fourth quartiles of RBC count, HCT, HGB, and RDW compared to the first quartiles. However, the incidence risk was lower for MCV, MCH, and MCHC. BMI plays an anemia-type dependent role in the relationship. Consideration should be given to the type of anemia in the relationship between BMI and anemia.
Collapse
Affiliation(s)
- Maryam Kohsari
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mehdi Moradinazar
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Zohreh Rahimi
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Farid Najafi
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Yahya Pasdar
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Atefeh Moradi
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Ebrahim Shakiba
- Behavioral Disease Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| |
Collapse
|
15
|
Tutunchi H, Naeini F, Saghafi-Asl M, Farrin N, Monshikarimi A, Ostadrahimi A. Effects of oleoylethanolamide supplementation on atherogenic indices and hematological parameters in patients with nonalcoholic fatty liver disease: A clinical trial. Health Promot Perspect 2020; 10:373-382. [PMID: 33312933 PMCID: PMC7722997 DOI: 10.34172/hpp.2020.56] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 10/10/2020] [Indexed: 12/13/2022] Open
Abstract
Background: Non-alcoholic fatty liver disease (NAFLD) is the most frequent cause of chronic liver disease in the world. The current interventional trial aimed to evaluate the effects of supplementation with oleoylethanolamide (OEA) in combination with weight loss intervention on some atherogenic indices as well as hematological parameters in patients newly diagnosed with NAFLD. Methods: In this triple-blinded, randomized, placebo-controlled clinical trial, 76 obese patients with NAFLD confirmed by ultra-sonographic findings were randomly assigned to receive a weight reduction diet plus either 250 mg OEA (n=38) or placebo (n=38) for 12 weeks. Atherogenic factors including total cholesterol/high-density lipoprotein cholesterol (HDL-C),low-density lipoprotein cholesterol (LDL-C)/HDL-C, triglyceride (TG)/HDL-C, non-HDL-C/HDL-C ratios and non-HDL-C level, as well as hematological parameters were assessed before and after intervention. Results : After adjustment for potential confounding factors, between group analyses demonstrated a significantly lower LDL-C/HDL-C, TG/HDL-C, and non-HDL-C/HDL-C ratios in the OEA group compared to the placebo, post-intervention (95% confidence interval [CI]:0.06 to 0.85, P = 0.024; 95% CI: -2.06 to -0.05, P = 0.039; 95% CI: -1.05 to -0.02, P = 0.042,respectively). Additionally, OEA supplementation could significantly decrease the levels of red blood cell distribution width (RDW) compared to the placebo at the endpoint after considering potential confounding variables (95% CI: -0.56 to -0.003, P = 0.041). No significant differences were found between the two study groups in terms of other hematological parameters. Conclusion: The results of the current study indicated that OEA supplementation had beneficial effects on LDL-C/HDL-C, TG/HDL-C, and non-HDL-C/HDL-C ratios as well as RDW in obese patients with NAFLD. Trial Registration: IRCT20110530006652N2; https://www.irct.ir/trial/37228.
Collapse
Affiliation(s)
- Helda Tutunchi
- Nutrition Research Center, Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fatemeh Naeini
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Saghafi-Asl
- Nutrition Research Center, Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nazila Farrin
- Nutrition Research Center, Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Alireza Monshikarimi
- Nutrition Research Center, Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Alireza Ostadrahimi
- Nutrition Research Center, Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| |
Collapse
|
16
|
Influence of benzene exposure, fat content, and their interactions on erythroid-related hematologic parameters in petrochemical workers: a cross-sectional study. BMC Public Health 2020; 20:382. [PMID: 32293364 PMCID: PMC7092548 DOI: 10.1186/s12889-020-08493-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 03/09/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Ubiquitously distributed benzene is a known hematotoxin. Increasing evidence has suggested that erythroid-related hematologic parameters may be sensitive to benzene exposure. Fat content, which is also closely associated with erythroid-related hematologic parameters, may affect the distribution and/or metabolism of benzene, and eventually benzene-induced toxicity. METHODS To explore the influence of benzene exposure, fat content, and their interactions on erythroid-related hematologic parameters, we recruited 1669 petrochemical workers and measured their urinary S-phenylmercapturic acid (SPMA) concentration and erythroid-related hematological parameters. Indices for fat content included body fat percentage (BF%), plasma total cholesterol (TC) and triglycerides (TG), and occurrence of fatty liver. RESULTS The dose-response curve revealed U-shaped nonlinear relationships of SPMA with hematocrit (HCT) and mean corpuscular hemoglobin concentration (MCHC) (P-overall < 0.001, and P-nonlinear < 0.015), as well as positive linear associations and r-shaped nonlinear relationships of continuous fat content indices with erythroid-related hematological parameters (P-overall ≤0.005). We also observed modification effects of fat content on the associations between benzene exposure and erythroid-related hematological parameters, with workers of lower or higher BF% and TG more sensitive to benzene-induced elevation of MCHC (Pinteraction = 0.021) and benzene-induced decrease of HCT (Pinteraction = 0.050), respectively. We also found that some erythroid-related hematologic parameters differed between subgroups of workers with different SPMA levels and fat content combination. CONCLUSIONS Our study suggested that benzene exposure, fat content, and their interactions may affect erythroid-related hematological parameters in petrochemical workers in a complex manner that are worthy of further investigation.
Collapse
|
17
|
Pasdar Y, Oubari F, Zarif MN, Abbasi M, Pourmahmoudi A, Hosseinikia M. Effects of Quercetin Supplementation on Hematological Parameters in Non-Alcoholic Fatty Liver Disease: a Randomized, Double-Blind, Placebo-Controlled Pilot Study. Clin Nutr Res 2020; 9:11-19. [PMID: 32095444 PMCID: PMC7015726 DOI: 10.7762/cnr.2020.9.1.11] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 01/14/2020] [Accepted: 01/14/2020] [Indexed: 12/15/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most common liver disease which has become a public health concern. Since oxidative stress plays a crucial role in the pathogenesis of NAFLD, subsequent hematological disorders are expected. Therefore, antioxidant compounds such as quercetin could ameliorate the related side-effect of oxidative stress. The aim of the current study was to assess the effect of quercetin on hematological parameters in NAFLD patients. A randomized, double-blind, placebo-controlled trial was conducted as a pilot study. In this study 90 patients with NAFLD were supplemented with either a quercetin or a placebo capsule twice daily (500 mg) for 12 weeks. Blood sample was obtained for laboratory parameters at baseline and the end of week 12. End of trial values for red blood cell (RBC; p = 0.002), mean corpuscular hemoglobin concentration (p = 0.029), and mean platelet volume (p = 0.017), significantly increased and the levels of mean corpuscular volume (MCV; p = 0.023), RBC distribution width-coefficient of variation (p = 0.005), platelet distribution width (p = 0.015), and ferritin (p = 0.002) significantly decreased compared to the baseline in group receiving quercetin. Between group analysis revealed that RBC significantly increased (p = 0.025) but, mean corpuscular volume (p = 0.004), mean corpuscular hemoglobin (MCH; p = 0.002), and ferritin (p = 0.013) significantly decreased compared to placebo group. In this work quercetin showed significant effect on RBC, ferritin, MCV, and MCH in intervention group.
Collapse
Affiliation(s)
- Yahya Pasdar
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah 6719851351, Iran
| | - Farhad Oubari
- MSC in Hematology and Blood Bank, Medical Biology Research Center, Kermanshah University of Medical Sciences, Kermanshah 6719851351, Iran
| | - Mahin Nikougoftar Zarif
- Eva Hellström Lindberg Group, H7 Department of Medicine, Huddinge, Karolinska Institute, Stockholm 17177, Sweden
| | - Mehrnaz Abbasi
- Department of Nutrition Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Azizollah Pourmahmoudi
- Department of Nutrition, School of Health, Yasuj University of Medical Sciences, Yasuj 7591875114, Iran
| | - Mahboobe Hosseinikia
- Department of Nutritional Science, School of Nutritional Science and Food Technology, Kermanshah University of Medical Sciences, Kermanshah 6719851351, Iran
| |
Collapse
|
18
|
Zhang L, Xie Y, Zhan L. The potential value of red blood cell distribution width in patients with invasive hydatidiform mole. J Clin Lab Anal 2019; 33:e22846. [PMID: 30883924 PMCID: PMC6528643 DOI: 10.1002/jcla.22846] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/28/2018] [Accepted: 12/05/2018] [Indexed: 12/29/2022] Open
Abstract
Background Red blood cell distribution width (RDW) has attracted increasing attention in cancer. The aim of this study was to assess the changes of RDW in patients with invasive hydatidiform mole and analyze the relationship between RDW and invasive hydatidiform mole. Methods A retrospective analysis was performed on 102 patients diagnosed as invasive hydatidiform mole in the First Affiliated Hospital of Guangxi Medical University from January 2009 to March 2018. A total of 120 healthy subjects were used as a control group. The Mann‐Whitney U test was used for comparison between the invasive hydatidiform mole and control groups. Comparison of RDW with other blood parameters was performed using Spearman's. The area under the ROC curve (AUC) and 95% confidence interval (95% CI) were also determined. Results The RDW, platelet‐lymphocyte ratio (PLR), neutrophil‐lymphocyte ratio (NLR), and absolute lymphocyte count were significantly elevated in the invasive hydatidiform mole group compared with control group. The hemoglobin (Hb) concentration, mean red blood cell volume (MCV) and platelet count (PLT) were significantly lower in invasive hydatidiform mole group than control group. Grade III and above invasive hydatidiform mole patients had higher levels of RDW than grade I and II patients. Correlation analysis showed that RDW was negatively correlated with Hb, MCV, NLR, and neutrophil count, but positively correlated with PDW and different stages of invasive hydatidiform mole. The ROC curve showed that the AUC of the RDW was 0.660 (95% CI 0.581‐0.740; P < 0.01). Conclusion This study reveals the potential value of RDW in invasive hydatidiform mole.
Collapse
Affiliation(s)
- Lingling Zhang
- The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Youjun Xie
- The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Lingling Zhan
- The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| |
Collapse
|
19
|
Yuyun D, Zhihua T, Haijun W, Zhaoping L, Xiaoli Z, Wenfang X, Faxiang J, Hongmei L. Predictive value of the red blood cell distribution width-to-platelet ratio for hepatic fibrosis. Scand J Gastroenterol 2019; 54:81-86. [PMID: 30663454 DOI: 10.1080/00365521.2018.1558786] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
AIMS The red blood cell distribution width-to-platelet ratio (RPR) has been reported to be an indicator of hepatic fibrosis in patients with chronic hepatitis B (HBV), nonalcoholic fatty liver disease (NAFLD) or chronic hepatitis C (HCV). However, no research has explored the RPR in all patients with hepatic fibrosis. There is a recognized need to establish whether the RPR could assess hepatic fibrosis and reflect the severity of fibrosis, regardless of the patient's etiology. METHODS Quantitative data from 1282 patients who underwent liver biopsy between January 2010 and December 2014 at the Second Affiliated Hospital of Zhejiang University School of Medicine were included. The etiologies included HBV or HCV infection, NAFLD, schistosomiasis, granulomatous liver disease, and vascular abnormalities. Five noninvasive models were calculated for all patients based on laboratory parameters. The degrees of fibrosis severity were evaluated based on the Metavir scoring scale. RESULTS The RPR demonstrated the best accuracy of predicting hepatic fibrosis among the selected five models (0.75, p < .001) regardless of etiology. In addition, the RPR values increased with advanced hepatic fibrosis progression. Furthermore, combining the RPR with the white blood cell (WBC) count improved the accuracy of grading hepatic fibrosis as reflected by the likelihood ratio (LR + 9.03, LR - 0.49). CONCLUSION The RPR is a useful indicator for hepatic fibrosis, regardless of etiology, and can reflect the severity of fibrosis. This study supports further clinical development of the RPR both in a stepwise manner or in combination with inflammatory parameters to improve the accuracy of scoring hepatic fibrosis.
Collapse
Affiliation(s)
- Ding Yuyun
- a Department of Laboratory Medicine , The Affiliated Hospital of Shaoxing University , Shaoxing , China
| | - Tao Zhihua
- b Department of Laboratory Medicine , The Second Affiliated Hospital of Zhejiang University School of Medicine Laboratory Medicine , Hangzhou , China
| | - Wang Haijun
- c Department of Pathology , The Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou , China
| | - Liao Zhaoping
- d Department of Blood transfusion , The Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou , China
| | - Zhu Xiaoli
- e Department of Laboratory Medicine , Taizhou Hospital of Zhejiang Province , Linhai City , China
| | - Xu Wenfang
- f Department of Laboratory Medicine , The Affiliated Hospital of Shaoxing University , Shaoxing , China
| | - Jin Faxiang
- f Department of Laboratory Medicine , The Affiliated Hospital of Shaoxing University , Shaoxing , China
| | - Liu Hongmei
- f Department of Laboratory Medicine , The Affiliated Hospital of Shaoxing University , Shaoxing , China
| |
Collapse
|
20
|
Red Cell Distribution Width: An Unacknowledged Predictor of Mortality and Adverse Outcomes Following Revision Arthroplasty. J Arthroplasty 2018; 33:3514-3519. [PMID: 30072185 DOI: 10.1016/j.arth.2018.06.035] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 06/18/2018] [Accepted: 06/25/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Revision total joint arthroplasties (TJAs) have been empirically associated with significant postoperative morbidity and mortality. Red blood cell distribution width (RDW), a frequently measured hematological parameter, has been shown to predict mortality in hip fracture patients. However, its utility in risk-stratifying patients before revision TJA remains unknown. The aim of this study was to investigate the possible relationship between preoperative RDW levels and outcome of revision arthroplasty in terms of mortality, adverse outcomes, and length of hospital stay. METHODS A single-institution retrospective study was conducted on 4633 patients who underwent revision TJA (3289 hips and 1344 knees) between 2000 and September 2016. Of those, 656 (14.1%) surgeries were performed due to periprosthetic joint infection, and 3977 (85.9%) were aseptic revisions. The association between preoperative RDW and various outcomes, including 1-year mortality, in-hospital medical complications, length of hospital stay, and 90-day all-cause readmission, was examined. RESULTS The average age of patients in the cohort was 65.4 ± 12.9 years. The average Charlson comorbidity index was 0.6 (standard deviation = 1.0), with 691 patients (14.9%) having 2 or more comorbidities. Mean preoperative RDW level was 14.4% (standard deviation = 1.8). After adjusting for covariates, higher RDW levels were statistically significantly associated with mortality (adjusted odds ratio [OR], 1.25; 95% confidence interval [CI], 1.13-1.39; P < .001), any in-hospital medical complications (adjusted OR, 1.12; 95% CI, 1.07-1.18; P < .001), and readmission (adjusted OR, 1.07; 95% CI, 1.02-1.13; P < .001). CONCLUSION Higher levels of preoperative RDW appeared to be associated with less optimal outcomes after revision TJA. Adult reconstruction orthopedic surgeons should be aware of this predictive factor and exercise caution with TJA revision patients with high values of preoperative RDW. RDW could be included in the routine perioperative workup and used to counsel patients on their postoperative risk.
Collapse
|
21
|
Association of red blood cell distribution width with severity of hepatitis B virus-related liver diseases. Clin Chim Acta 2018; 482:155-160. [PMID: 29627486 DOI: 10.1016/j.cca.2018.04.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 03/31/2018] [Accepted: 04/02/2018] [Indexed: 01/24/2023]
Abstract
BACKGROUND Red blood cell distribution width (RDW) has been indicated to be an inflammatory indicator in a variety of diseases. However, no consistent conclusions regarding it's relevance to hepatitis B virus (HBV) -related liver diseases have been made. This meta-analysis was conducted to assess the significance of RDW in HBV-related liver diseases. METHODS A comprehensive literature review was conducted using PubMed, Embase, and China National Knowledge Infrastructure (CNKI) through August 20, 2017 to identify studies that reported the association between RDW and HBV-related liver diseases. The standard mean difference (SMD) and corresponding 95% confidence interval (CI) were used to assess the associations. RESULTS Twenty-four studies met the eligibility criteria were included in the meta-analysis. These studies included 3272 HBV-infected patients and 2209 healthy controls. Chronic hepatitis B (CHB) patients had significantly increased RDW levels compared with healthy controls (SMD =1.399, 95% CI 0.971-1.827, p < 0.001]. Moreover, acute on chronic liver failure (ACLF) patients (SMD = 1.309, 95% CI 0.775-1.843, p < 0.001) and cirrhotic patients (SMD = 0.948, 95% CI 0.715-1.180, p < 0.001) had significantly elevated RDW levels compared with CHB patients. However, no statistical significance was obtained in RDW levels between cirrhosis and ACLF (SMD = 0.167, 95% CI -0.382 -0.716, p = 0.051). CONCLUSION RDW values were elevated in HBV-related liver diseases and correlated with the disease severity, suggesting that RDW levels may differentiate CHB from healthy controls and ACLF and cirrhosis from CHB but they appear to have no distinguishing characteristic between ACLF and cirrhosis.
Collapse
|
22
|
Gordeev AA, Chetverin AB. Methods for Screening Live Cells. BIOCHEMISTRY (MOSCOW) 2018; 83:S81-S102. [DOI: 10.1134/s0006297918140080] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
23
|
Sakat MS, Kilic K, Kars A, Kara M, Gozeler MS. Can Red Blood Cell Distribution Width be a Potential Marker in the Decision to Perform Tonsillectomy? Eurasian J Med 2018. [PMID: 29531484 DOI: 10.5152/eurasianjmed.2018.17287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Objective Tonsillectomy is one of the most common surgical procedures performed at ear, nose, and throat clinics. Chronic recurrent tonsillitis, obstructive tonsillitis, and halitosis are among the most common indications for surgery. Determining whether the infection is chronic and the patient's annual number of infections are important in estimating the necessity for surgery to be performed due to infectious causes. Red blood cell distribution width (RDW) is a numerical value present in normal complete blood count that provides information about erythrocytes and their dimensions. Studies in recent years have shown that RDW increases in chronic infections, hypoxia, and oxidative stress. This study investigated the changes in RDW in patients with chronic tonsillitis and the effect tonsillectomy has on this value by comparing RDW between patients scheduled for tonsillectomy and normal population and examining preoperative and postoperative changes in RDW. Materials and Methods Sixty-three patients scheduled for tonsillectomy due to recurrent tonsillitis aged 4-14 years were included in the study. The control group consisted of 60 subjects comparable in terms of age and sex. Hemoglobin level and RDW were recorded by collecting 2 mlof blood before surgery and at 4 months postoperatively from all patients. Results Preoperative RDW was significantly higher in the patient group than in the control group. Comparison of patients' preoperative and postoperative RDW revealed a significant decrease in RDW after surgery. Conclusion As a biomarker showing chronic infection in patients with tonsillitis, RDW can provide support to the clinician in deciding on surgery. However, this has to be confirmed in further studies with greater participation.
Collapse
Affiliation(s)
- Muhammed Sedat Sakat
- Department of Otorhinolaryngology, Ataturk University School of Medicine, Erzurum, Turkey
| | - Korhan Kilic
- Department of Otorhinolaryngology, Ataturk University School of Medicine, Erzurum, Turkey.,Otorhinolaryngology Clinics, Regional Training and Research Hospital, Erzurum, Turkey
| | - Ayhan Kars
- Otorhinolaryngology Clinics, Regional Training and Research Hospital, Erzurum, Turkey
| | - Mustafa Kara
- Department of Pediatrics, Ataturk University School of Medicine, Erzurum, Turkey
| | - Mustafa Sitki Gozeler
- Department of Otorhinolaryngology, Ataturk University School of Medicine, Erzurum, Turkey
| |
Collapse
|
24
|
Goyal H, Lippi G, Gjymishka A, John B, Chhabra R, May E. Prognostic significance of red blood cell distribution width in gastrointestinal disorders. World J Gastroenterol 2017; 23:4879-4891. [PMID: 28785142 PMCID: PMC5526758 DOI: 10.3748/wjg.v23.i27.4879] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 05/02/2017] [Accepted: 06/12/2017] [Indexed: 02/06/2023] Open
Abstract
The red blood cell distribution width (RDW) is a routinely measured and automatically reported blood parameter, which reflects the degree of anisocytosis. Recently, the baseline RDW was found to have clinical significance for assessing clinical outcome and severity of various pathological conditions including cardiovascular diseases, sepsis, cancers, leukemia, renal dysfunction and respiratory diseases. A myriad of factors, most of which ill-defined, have an impact on the red cell population dynamics (i.e., production, maturation and turnover). A delay in the red blood cell clearance in pathological conditions represents one of the leading determinants of increased anisocytosis. Further study of RDW may reveal new insight into inflammation mechanisms. In this review, we specifically discuss the current literature about the association of RDW in various disease conditions involving the gastrointestinal and hepatobiliary systems. We also present some of the related measurements for their value in predicting clinical outcomes in such conditions. According to our data, RDW was found to be a valuable prognostic index in gastrointestinal disorders along with additional inflammatory biomarkers (i.e., C reactive protein, erythrocyte sedimentation rate, and platelet count) and current disease severity indices used in clinical practice.
Collapse
|
25
|
NAFLD as a Sexual Dimorphic Disease: Role of Gender and Reproductive Status in the Development and Progression of Nonalcoholic Fatty Liver Disease and Inherent Cardiovascular Risk. Adv Ther 2017; 34:1291-1326. [PMID: 28526997 PMCID: PMC5487879 DOI: 10.1007/s12325-017-0556-1] [Citation(s) in RCA: 362] [Impact Index Per Article: 51.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Indexed: 02/06/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) spans steatosis through nonalcoholic steatohepatis, cirrhosis, and hepatocellular carcinoma (HCC) associated with striking systemic features and excess cardiovascular and liver-related mortality. The pathogenesis of NAFLD is complex and multifactorial. Endocrine derangements are closely linked with dysmetabolic traits. For example, in animal and human studies, female sex is protected from dysmetabolism thanks to young individuals’ ability to partition fatty acids towards ketone body production rather than very low density lipoprotein (VLDL)-triacylglycerol, and to sex-specific browning of white adipose tissue. Ovarian senescence facilitates both the development of massive hepatic steatosis and the fibrotic progression of liver disease in an experimental overfed zebrafish model. Consistently, estrogen deficiency, by potentiating hepatic inflammatory changes, hastens the progression of disease in a dietary model of nonalcoholic steatohepatitis (NASH) developing in ovariectomized mice fed a high-fat diet. In humans, NAFLD more often affects men; and premenopausal women are equally protected from developing NAFLD as they are from cardiovascular disease. It would be expected that early menarche, definitely associated with estrogen activation, would produce protection against the risk of NAFLD. Nevertheless, it has been suggested that early menarche may confer an increased risk of NAFLD in adulthood, excess adiposity being the primary culprit of this association. Fertile age may be associated with more severe hepatocyte injury and inflammation, but also with a decreased risk of liver fibrosis compared to men and postmenopausal status. Later in life, ovarian senescence is strongly associated with severe steatosis and fibrosing NASH, which may occur in postmenopausal women. Estrogen deficiency is deemed to be responsible for these findings via the development of postmenopausal metabolic syndrome. Estrogen supplementation may at least theoretically protect from NAFLD development and progression, as suggested by some studies exploring the effect of hormonal replacement therapy on postmenopausal women, but the variable impact of different sex hormones in NAFLD (i.e., the pro-inflammatory effect of progesterone) should be carefully considered.
Collapse
|
26
|
Caire MT, Kumar A, Stravitz RT, Kemmer N. Preliver transplant red cell distribution width predicts postliver transplant mortality. Clin Transplant 2017; 31. [PMID: 28054385 DOI: 10.1111/ctr.12908] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/02/2017] [Indexed: 12/19/2022]
Abstract
PURPOSE Prognostication following liver transplantation is limited. Red cell distribution width (RDW) has been associated with morbidity and mortality in a variety of diseases. We hypothesize RDW is predictive of mortality postliver transplantation. METHODS We performed a retrospective cohort study of all consecutive liver transplantation recipients at a tertiary care center from January 1, 2012 to December 31, 2012. The primary end point was association of RDW with one-year mortality. Statistical analysis was performed using the Mann-Whitney test, independent samples t test, and regression analysis. Discrimination was assessed by calculating area under receiver operating curves (AUC). A P-value <.05 was considered significant. RESULTS RDW was positively associated with one-year mortality (P<.001). The mean difference for survivors compared to nonsurvivors was 3.9% (95% CI 1.9%-5.9%). The AUC for RDW was 0.831 (95% CI 0.727-0.935), compared to 0.723 (0.539-0.908) for total bilirubin and 0.704 (0.479-0.929) for the international normalized ratio. CONCLUSIONS To our knowledge, this is the first report of an association of RDW with post-LT mortality and the results show the predictive value of pre-LT RDW for one-year mortality.
Collapse
Affiliation(s)
- M Thure Caire
- Hepatology and Liver Transplant, Tampa General Medical Group, Tampa, FL, USA
| | - Ambuj Kumar
- Evidence Based Medicine & Outcomes Research, University of South Florida, Tampa, FL, USA
| | - R Todd Stravitz
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, USA
| | - Nyingi Kemmer
- Hepatology and Liver Transplant, Tampa General Medical Group, Tampa, FL, USA
| |
Collapse
|
27
|
Wei TT, Tang QQ, Qin BD, Ma N, Wang LL, Zhou L, Zhong RQ. Elevated red blood cell distribution width is associated with liver function tests in patients with primary hepatocellular carcinoma. Clin Hemorheol Microcirc 2017; 64:149-155. [PMID: 27002894 DOI: 10.3233/ch-162053] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Red blood cell distribution width (RDW), a routinely tested parameter of the complete blood count (CBC), has been reported to be increased in various cancers and correlated with the patients' clinical characteristics. However, the significance of RDW in primary hepatocellular carcinoma (pHCC) is largely unknown. The aim of this study was to evaluate the associations between RDW and the clinical characteristics of pHCC patients. METHODS Medical records of 110 treatment-naive pHCC patients were retrospectively reviewed. Their clinical characteristics on admission, including RDW, liver function tests and tumor stage, were extracted, and their relationships were analyzed using Spearman correlation and Kruskal-Wallis test. Sixty-eight healthy individuals were set as controls. RESULTS RDW was significantly increased in pHCC patients and correlated with the liver function tests. However, no correlation between RDW and tumor stage was found. CONCLUSION RDW may be used to assess the liver function, but not the tumor stage in pHCC patients.
Collapse
|
28
|
Tunçez A, Çetin MS, Çetin EHÖ, Yılmaz S, Korkmaz A, Uçar FM. Association between RDW and stent thrombosis in patients with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention. Medicine (Baltimore) 2017; 96:e5986. [PMID: 28151892 PMCID: PMC5293455 DOI: 10.1097/md.0000000000005986] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Stent thrombosis is a rare but potentially fatal complication of percutaneous coronary interventions (PCIs). In recent years, the predictive and prognostic value of the red cell distribution width (RDW) as an indicator of inflammation has been shown in many cardiovascular diseases. Aim of this study was to examine the predictive value of RDW for stent thrombosis in patients who underwent successful stent implantation for ST-elevation myocardial infarction (STEMI).In this retrospective study, 146 patients who underwent successful PCI to native coronary artery due to STEMI previously and presented with acute coronary syndrome with stent thrombosis were included (stent thrombosis group). A total of 175 patients who had similar procedural characteristics (type, diameter, and length of stent) and not had stent thrombosis were consisted control group.Patients were divided into tertiles according to the admission RDW values (12.9 ± 0.4, 14.2 ± 0.4, and 16.3 ± 1.5, respectively). Stent thrombosis developed in 47 (40.9%) patients in the lowest tertile, 39 (37.9%) patients in mid tertile, and 60 (58.3%) patients in the highest tertile (P = 0.006). Female gender ratio was statistically significantly higher in the 3rd tertile (13 [11.3%], 8 [7.8%], 24 [23.3%], P = 0.003, respectively). RDW (OR: 1.397 [95% CI 1.177-1.657], P < 0.001) and platelet count (OR: 1.008 [95% CI 1.004-1.012], P < 0.001) remained independent predictors of stent thrombosis after multivariate logistic regression analysis. ROC curve analysis demonstrated that, admission RDW values higher than 13.9 can predict the development of stent thrombosis with a sensitivity of 57% and a specificity of 52% (The area under the ROC curve: 0.59 [95% CI 0.53-0.65] P = 0.007).High RDW values found to be independently associated with the development of stent thrombosis in patients with STEMI.
Collapse
Affiliation(s)
- Abdullah Tunçez
- Department of Cardiology, Faculty of Medicine, Selçuk University, Konya
| | - Mehmet Serkan Çetin
- Department of Cardiology, Türkiye Yuksek Ihtisas Training and Research Hospital, Ankara, Turkey
| | - Elif Hande Özcan Çetin
- Department of Cardiology, Türkiye Yuksek Ihtisas Training and Research Hospital, Ankara, Turkey
| | - Samet Yılmaz
- Department of Cardiology, Türkiye Yuksek Ihtisas Training and Research Hospital, Ankara, Turkey
| | - Ahmet Korkmaz
- Department of Cardiology, Türkiye Yuksek Ihtisas Training and Research Hospital, Ankara, Turkey
| | - Fatih Mehmet Uçar
- Department of Cardiology, Türkiye Yuksek Ihtisas Training and Research Hospital, Ankara, Turkey
| |
Collapse
|
29
|
The Relationship between Inflammatory Marker Levels and Hepatitis C Virus Severity. Gastroenterol Res Pract 2016; 2016:2978479. [PMID: 28090206 PMCID: PMC5206414 DOI: 10.1155/2016/2978479] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 11/08/2016] [Indexed: 12/31/2022] Open
Abstract
Background. Red cell distribution width (RDW) and platelet-lymphocyte ratio (PLR) have been studied in a variety of etiological diseases. We aim to investigate the relationship between RDW and PLR and the severity of hepatitis C virus- (HCV-) related liver disease. Methods. We included fifty-two chronic HCV and 42 HCV-related cirrhosis patients and 84 healthy controls. Hematological and virological parameters and liver function biomarkers of HCV-related patients at admission were recorded. Results. RDW, RDW-to-platelet (RPR), and 1/PLR values in HCV-related cirrhosis patients were significantly higher than in chronic HCV patients and healthy controls (all P < 0.001). The aspartate aminotransferase (AST)/alanine aminotransferase (ALT) ratio (AAR), AST-to-platelet ratio index (APRI), and fibrosis index based on the four factors (FIB-4) scores in HCV-related cirrhosis patients were significantly higher than in chronic HCV patients (all P < 0.001). The areas under the curve of the RDW, RPR, and 1/PLR for predicting cirrhosis were 0.791, 0.960, and 0.713, respectively. Bivariate logistic regression analysis showed that RDW could independently predict the presence of cirrhosis in chronic HCV patients. Conclusions. RDW, RPR, and PLR may be potential markers for estimating HCV severity.
Collapse
|
30
|
Yılmaz N, Yılmaz M. The Relationship of Vitamin B12 Deficiency and Red Cell Distribution Width-Platelet Ratio. JOURNAL OF CLINICAL AND EXPERIMENTAL INVESTIGATIONS 2016. [DOI: 10.5799/jcei.328604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
|
31
|
Meamar R, Maracy M, Nematollahi S, Yeroshalmi S, Zamani-Moghaddam A, Ghazvini MRA. Effect of taking dietary supplement on hematological and biochemical parameters in male bodybuilders an equation model. IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH 2016; 20:681-8. [PMID: 26793253 PMCID: PMC4700687 DOI: 10.4103/1735-9066.170004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Background: The improved physical action following administration of supplements to bodybuilders was supported by changes in laboratory parameters. Despite the fact that these supplements are sometimes associated both advantage and side effects, this study were conducted for the purpose of evaluating the possible effects of some commonly used supplements in bodybuilders on the hematological and biochemical parameters. Materials and Methods: In this study, we included 40 male bodybuilders as cases and 40 controls in the age group of 20-40 years. They used different kinds of supplements for 1 year. In general, all the supplements used were classified into two groups: hormonal and non-hormonal. Laboratory tests were requested for evaluation of hematological and biochemical parameters. Results: In an equation model, we found that weight (P = 0.024), duration of bodybuilding (P < 0.001), and duration of hormone supplement consumption (P < 0.001) were loaded significantly on the latent variables, demographic and dietary supplement, respectively. The relationship between dietary supplement and biochemical and hematological parameters was significant (P = 0.01) and some of these parameters including creatinine (P = 0.023), blood aspartate aminotransferase (AST) (P < 0.001), alanine aminotransferase (ALT) (P < 0.001), and red blood cell distribution (RDW) (P = 0.046) had a significant role than others. In a multivariate regression model, we found that WBC (P < 0.001), platelets (P < 0.001), blood urea nitrogen (BUN; P < 0.001), creatinine (P < 0.001), AST (P = 0.005), and ALT (P = 0.001) were higher in athletes than in controls. Conclusions: It is strongly advised that there should be some concerns about possible supplement-induced changes in the laboratory exams for bodybuilders. The available supplements are unchecked and not approved by the US Food and Drug Administration (FDA). More studies should be designed for a better and precise administration of each supplement in athletes.
Collapse
Affiliation(s)
- Rokhsareh Meamar
- Department of Medical Science, School of Medicine, Najafabad Branch, Islamic Azad University and Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Maracy
- Department of Biostatistics and Epidemiology, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shahrzad Nematollahi
- Department of Biostatistics and Epidemiology, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shemouil Yeroshalmi
- Department of Medical Sciences, Najafabad Branch, Islamic Azad University, Isfahan, Iran
| | - Ali Zamani-Moghaddam
- Sayyd-Al-Shohada Hospital, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Reza Aghaye Ghazvini
- Isfahan Center of Health Research, National Institute of Health Research, Tehran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
32
|
Lonardo A, Bellentani S, Argo CK, Ballestri S, Byrne CD, Caldwell SH, Cortez-Pinto H, Grieco A, Machado MV, Miele L, Targher G. Epidemiological modifiers of non-alcoholic fatty liver disease: Focus on high-risk groups. Dig Liver Dis 2015; 47:997-1006. [PMID: 26454786 DOI: 10.1016/j.dld.2015.08.004] [Citation(s) in RCA: 325] [Impact Index Per Article: 36.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 07/27/2015] [Accepted: 08/06/2015] [Indexed: 02/07/2023]
Abstract
An improved understanding of non-alcoholic fatty liver disease epidemiology would lead to identification of individuals at high risk of developing chronic liver disease and extra-hepatic complications, thus contributing to more effective case finding of non-alcoholic fatty liver disease among selected groups. We aimed to illustrate the epidemiology of non-alcoholic fatty liver disease in high-risk groups, which were identified based on existing literature. To this end, PubMed was searched to retrieve original articles published until May 2015 using relevant and pertinent keywords "nonalcoholic fatty liver disease" and "diabetes", "obesity", "hyperlipidaemia", "familial heterozygous hypobetalipoproteinaemia", "hypertension", "metabolic syndrome", "ethnicity", "family history" or "genetic polymorphisms". We found that age, sex and ethnicity are major physiological modifiers of the risk of non-alcoholic fatty liver disease, along with belonging to "non-alcoholic fatty liver disease families" and carrying risk alleles for selected genetic polymorphisms. Metabolic syndrome, diabetes, obesity, mixed hyperlipidaemia and hypocholesterolaemia due to familial hypobetalipoproteinaemia are the major metabolic modifiers of non-alcoholic fatty liver disease risk. Compared with these metabolic conditions, however, arterial hypertension appears to carry a relatively more modest risk of non-alcoholic fatty liver disease. A better understanding of the epidemiology of non-alcoholic fatty liver disease may result in a more liberal policy of case finding among high-risk groups.
Collapse
Affiliation(s)
| | - Amedeo Lonardo
- Internal Medicine and Outpatient Liver Clinic, NOCSAE Baggiovara, Azienda USL di Modena, Modena, Italy.
| | - Stefano Bellentani
- Internal Medicine and Outpatient Liver Clinic, NOCSAE Baggiovara, Azienda USL di Modena, Modena, Italy; Department of Gastroenterology and Endoscopy, NOCSE Baggiovara, Azienda USL di Modena Modena, Italy
| | | | - Stefano Ballestri
- Internal Medicine Pavullo Hospital, Azienda USL di Modena, Modena, Italy
| | - Christopher D Byrne
- Nutrition and Metabolism, University of Southampton, Southampton National Institute for Health Research Biomedical Research Centre, Southampton, UK
| | | | - Helena Cortez-Pinto
- Department of Gastroenterology, University Hospital of Santa Maria, Faculty of Medicine, Lisbon, Portugal
| | - Antonio Grieco
- Institute of Internal Medicine, Catholic University of Rome, Rome, Italy
| | - Mariana V Machado
- Department of Gastroenterology, University Hospital of Santa Maria, Faculty of Medicine, Lisbon, Portugal
| | - Luca Miele
- Institute of Internal Medicine, Catholic University of Rome, Rome, Italy
| | - Giovanni Targher
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona and Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| |
Collapse
|
33
|
Salvagno GL, Sanchis-Gomar F, Picanza A, Lippi G. Red blood cell distribution width: A simple parameter with multiple clinical applications. Crit Rev Clin Lab Sci 2014; 52:86-105. [PMID: 25535770 DOI: 10.3109/10408363.2014.992064] [Citation(s) in RCA: 623] [Impact Index Per Article: 62.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The red blood cell distribution width (RDW) is a simple and inexpensive parameter, which reflects the degree of heterogeneity of erythrocyte volume (conventionally known as anisocytosis), and is traditionally used in laboratory hematology for differential diagnosis of anemias. Nonetheless, recent evidence attests that anisocytosis is commonplace in human disorders such as cardiovascular disease, venous thromboembolism, cancer, diabetes, community-acquired pneumonia, chronic obstructive pulmonary disease, liver and kidney failure, as well as in other acute or chronic conditions. Despite some demographic and analytical issues related to the routine assessment that may impair its clinical usefulness, an increased RDW has a high negative predictive value for diagnosing a variety of disorders, but also conveys important information for short- and long-term prognosis. Even more importantly, the value of RDW is now being regarded as a strong and independent risk factor for death in the general population. Although it has not been definitely established whether an increased value of RDW is a risk factor or should only be considered an epiphenomenon of an underlying biological and metabolic imbalance, it seems reasonable to suggest that the assessment of this parameter should be broadened far beyond the differential diagnosis of anemias. An increased RDW mirrors a profound deregulation of erythrocyte homeostasis involving both impaired erythropoiesis and abnormal red blood cell survival, which may be attributed to a variety of underlying metabolic abnormalities such as shortening of telomere length, oxidative stress, inflammation, poor nutritional status, dyslipidemia, hypertension, erythrocyte fragmentation and alteration of erythropoietin function. As such, the aim of this article is to provide general information about RDW and its routine assessment, to review the most relevant implications in health and disease and give some insights about its potential clinical applications.
Collapse
Affiliation(s)
- Gian Luca Salvagno
- Clinical Chemistry Section, Department of Life and Reproductive Sciences, Academic Hospital of Verona , Verona , Italy
| | | | | | | |
Collapse
|
34
|
Gulcan Kurt Y, Cayci T, Aydin FN, Agilli M. Red cell distribution width and nonalcoholic steatohepatitis. World J Gastroenterol 2014; 20:16387-16388. [PMID: 25473202 PMCID: PMC4239536 DOI: 10.3748/wjg.v20.i43.16387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 07/22/2014] [Accepted: 09/16/2014] [Indexed: 02/06/2023] Open
Abstract
Red cell distribution width is a measure of deviation of the volume of red blood cells. It is a marker of anisocytosis and often used to evaluate the possible causes of anemia. Elevated red cell distribution width levels are also associated with acute and chronic inflammatory responses. In nonalcoholic steatohepatitis, inflammation is accompanied with steatosis. For assuming red cell distribution width as a marker of nonalcoholic steatohepatitis, intervening factors such as levels of inflammatory markers should also be evaluated.
Collapse
|
35
|
Zhang Z. Too much covariates in a multivariable model may cause the problem of overfitting. J Thorac Dis 2014; 6:E196-7. [PMID: 25276398 PMCID: PMC4178069 DOI: 10.3978/j.issn.2072-1439.2014.08.33] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Accepted: 08/11/2014] [Indexed: 02/05/2023]
Affiliation(s)
- Zhongheng Zhang
- Department of Critical Care Medicine, Jinhua Municipal Central Hospital, Jinhua Hospital of Zhejiang University, Jinhua 321000, China
| |
Collapse
|
36
|
Affiliation(s)
- Huseyin Kayadibi
- aBiochemistry Laboratory, Department of Medical Biochemistry, Adana Military Hospital, Adana bBiochemistry Laboratory, Ankara Mevki Military Hospital, Anittepe Dispensary cDepartment of Medical Biochemistry, Gulhane School of Medicine, Ankara, Turkey
| | | | | |
Collapse
|
37
|
As an inexpensive and easily attainable marker red cell distribution width is associated with nonalcoholic fatty liver disease. Eur J Gastroenterol Hepatol 2014; 26:494. [PMID: 24598386 DOI: 10.1097/meg.0000000000000055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
|