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Chen G, Che L, Lai M, Wei T, Chen C, Zhu P, Ran J. Association of neutrophil-lymphocyte ratio with all-cause and cardiovascular mortality in US adults with diabetes and prediabetes: a prospective cohort study. BMC Endocr Disord 2024; 24:64. [PMID: 38730476 PMCID: PMC11084136 DOI: 10.1186/s12902-024-01592-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 04/24/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND The neutrophil-lymphocyte ratio (NLR) is a novel hematological parameter to assess systemic inflammation. Prior investigations have indicated that an increased NLR may serve as a potential marker for pathological states such as cancer and atherosclerosis. However, there exists a dearth of research investigating the correlation between NLR levels and mortality in individuals with diabetes and prediabetes. Consequently, this study aims to examine the connection between NLR and all-cause as well as cardiovascular mortality in the population of the United States (US) with hyperglycemia status. METHODS Data were collected from a total of 20,270 eligible individuals enrolled for analysis, spanning ten cycles of the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018. The subjects were categorized into three groups based on tertiles of NLR levels. The association of NLR with both all-cause and cardiovascular mortality was evaluated using Kaplan-Meier curves and Cox proportional hazards regression models. Restricted cubic splines were used to visualize the nonlinear relationship between NLR levels and all-cause and cardiovascular mortality in subjects with diabetes after accounting for all relevant factors. RESULTS Over a median follow-up period of 8.6 years, a total of 1909 subjects with diabetes died, with 671 deaths attributed to cardiovascular disease (CVD). And over a period of 8.46 years, 1974 subjects with prediabetes died, with 616 cases due to CVD. The multivariable-adjusted hazard ratios (HRs) comparing high to low tertile of NLR in diabetes subjects were found to be 1.37 (95% CI, 1.19-1.58) for all-cause mortality and 1.63 (95% CI, 1.29-2.05) for CVD mortality. And the correlation between high to low NLR tertile and heightened susceptibility to mortality from any cause (HR, 1.21; 95% CI, 1.03-1.43) and CVD mortality (HR, 1.49; 95% CI, 1.08-2.04) remained statistically significant (both p-values for trend < 0.05) in prediabetes subjects. The 10-year cumulative survival probability was determined to be 70.34%, 84.65% for all-cause events, and 86.21%, 94.54% for cardiovascular events in top NLR tertile of diabetes and prediabetes individuals, respectively. Furthermore, each incremental unit in the absolute value of NLR was associated with a 16%, 12% increase in all-cause mortality and a 25%, 24% increase in cardiovascular mortality among diabetes and prediabetes individuals, respectively. CONCLUSIONS The findings of this prospective cohort study conducted in the US indicate a positive association of elevated NLR levels with heightened risks of overall and cardiovascular mortality among adults with diabetes and prediabetes. However, potential confounding factors for NLR and the challenge of monitoring NLR's fluctuations over time should be further focused.
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Affiliation(s)
- Guangshu Chen
- Department of Endocrinology and Metabolism, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, Guangdong, China
| | - Li Che
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Meizheng Lai
- Department of Endocrinology and Metabolism, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, Guangdong, China
| | - Ting Wei
- Department of Hematology, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, China
| | - Chuping Chen
- Department of Endocrinology and Metabolism, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, Guangdong, China
| | - Ping Zhu
- Department of Endocrinology and Metabolism, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, Guangdong, China.
| | - Jianmin Ran
- Department of Endocrinology and Metabolism, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, Guangdong, China.
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Manaças LRA, de Amorim RLO, Aguila A, Novo PC, Badin RC. Evaluation of hematological changes and immune response biomarkers as a prognostic factor in critical patients with COVID-19. PLoS One 2024; 19:e0297490. [PMID: 38421951 PMCID: PMC10903867 DOI: 10.1371/journal.pone.0297490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 01/05/2024] [Indexed: 03/02/2024] Open
Abstract
COVID-19 disease has been a challenge for health systems worldwide due to its high transmissibility, morbidity, and mortality. Severe COVID-19 is associated with an imbalance in the immune response, resulting in a cytokine storm and a hyperinflammation state. While hematological parameters correlate with prognosis in COVID patients, their predictive value has not been evaluated specifically among those severely ill. Therefore, we aim to evaluate the role of hematological and immune response biomarkers as a prognostic factor in critically ill patients with COVID-19 admitted to the intensive care unit. From May 2020 to July 2021, a retrospective cohort study was conducted in a reference hospital in Manaus, which belongs to the Brazilian public health system. This study was carried out as single-center research. Clinical and laboratory parameters were analyzed to evaluate the association with mortality. We also evaluated the role of neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), and C-reactive protein-to-lymphocyte ratio (CLR). We gathered information from medical records, as well as from prescriptions and forms authorizing the use of antimicrobial medications. During the study period, 177 patients were included, with a mean age of 62.58 ± 14.39 years. The overall mortality rate was 61.6%. Age, mechanical ventilation (MV) requirement, leukocytosis, neutrophilia, high c-reactive protein level, NLR, and CLR showed a statistically significant association with mortality in the univariate analysis. In the multivariate logistic regression analysis, only MV (OR 35.687, 95% CI: 11.084-114.898, p< 0.001) and NLR (OR 1.026, 95% CI: 1.003-1.050, p = 0.028) remained statistically associated with the outcome of death (AUC = 0.8096). While the need for mechanical ventilation is a parameter observed throughout the hospital stay, the initial NLR can be a primary risk stratification tool to establish priorities and timely clinical intervention in patients with severe COVID-19 admitted to the ICU.
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Affiliation(s)
- Liliane Rosa Alves Manaças
- Department of Pharmacology, Brazilian National Cancer Institute (INCA), Hospital II, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Robson Luís Oliveira de Amorim
- Department of Neurosurgery, Getúlio Vargas University Hospital, Manaus, Amazonas, Brazil
- Federal University of Amazonas (UFAM), Manaus, AM, Brazil. Post-graduate Program in Basic and Applied Immunology, Institute of Biological Sciences.
| | - Alian Aguila
- Department of Cardiology, Memorial Hospital System, Florida, United States of America
| | - Paloam Cardoso Novo
- Department of Neurosurgery, Getúlio Vargas University Hospital, Manaus, Amazonas, Brazil
- Federal University of Amazonas (UFAM), Manaus, AM, Brazil. Post-graduate Program in Basic and Applied Immunology, Institute of Biological Sciences.
| | - Rebeka Caribé Badin
- Department of Pharmacology, Brazilian National Cancer Institute (INCA), Hospital II, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Neurosurgery, Getúlio Vargas University Hospital, Manaus, Amazonas, Brazil
- Federal University of Amazonas (UFAM), Manaus, AM, Brazil. Post-graduate Program in Basic and Applied Immunology, Institute of Biological Sciences.
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Zhou Y, Chen Y, Zhang X, Zhao B, Gao F, Yuan X, Zhu Y, Liu D. Nutritional risk and a high NRS2002 score are closely related to disease progression and poor prognosis in patients with COVID-19. Front Nutr 2023; 10:1089972. [PMID: 37125047 PMCID: PMC10130536 DOI: 10.3389/fnut.2023.1089972] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/20/2023] [Indexed: 05/02/2023] Open
Abstract
Background Organism can lead to excessive nutrient consumption in the infected state and increase nutritional risk, which is detrimental to the control of the infection and can further aggravate the disease. Objectives To investigate the impact of nutritional risk and the NRS2002 score on disease progression and prognosis in patients with COVID-19. Methods This was a retrospective cohort study including 1,228 COVID-19 patients, who were divided into a with-nutritional risk group (patients with NRS2002 score ≥ 3) and a without-nutritional risk group (patients with NRS2002 score < 3) according to the NRS2002 score at admission. The differences in clinical and outcome data between the two groups were compared, and the relationship between the NRS2002 score and the disease progression and prognosis of COVID-19 patients was assessed. Results Of 1,228 COVID-19 patients, including 44 critical illness patients and 1,184 non-critical illness patients, the rate of harboring nutritional risk was 7.90%. Compared with those in the without-nutritional risk group, patients in the with-nutritional risk group had a significantly longer coronavirus negative conversion time, significantly lower serum albumin (ALB), total serum protein (TP) and hemoglobin (HGB) at admission, discharge or 2 weeks, a significantly greater proportion with 3 or more comorbidities, and a significantly higher rate of critical illness and mortality (all p < 0.001). Multiple regression analysis showed that nutritional risk, NRS2002 score and ALB at admission were risk factors for disease severity. In addition, nutritional risk, NRS2002 score and TP at admission were risk factors for prognosis. The NRS2002 score showed the best utility for predicting critical illness and death in COVID-19 patients. Conclusion Nutritional risk and a high NRS2002 score are closely related to disease progression and poor prognosis in COVID-19 patients. For patients with NRS2002 score > 0.5, early intervention of malnutrition is needed to reduce the occurrence of critical disease. Additionally, for patients with NRS2002 score > 5.5, continuous nutritional support therapy is needs to reduce mortality and improve prognosis.Clinical Trial registration: [https://www.chictr.org.cn/historyversionpub.aspx?regno=ChiCTR2000034563], identifier [Chinese Clinical Trial Register ChiCTR2000034563].
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Affiliation(s)
- Yuanyuan Zhou
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
- School of Public Health, Chengdu Medical College, Chengdu, China
| | - Yi Chen
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Xinyi Zhang
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Bennan Zhao
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Fengjiao Gao
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Xiaoyan Yuan
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Yanfeng Zhu
- School of Public Health, Chengdu Medical College, Chengdu, China
- *Correspondence: Yanfeng Zhu,
| | - Dafeng Liu
- Department of Internal Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
- Dafeng Liu,
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Feng X, Liu Z, He X, Wang X, Yuan C, Huang L, Song R, Wu Y. Risk of Malnutrition in Hospitalized COVID-19 Patients: A Systematic Review and Meta-Analysis. Nutrients 2022; 14:nu14245267. [PMID: 36558436 PMCID: PMC9780808 DOI: 10.3390/nu14245267] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/26/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
(1) Background: Studies have reported that COVID-19 may increase the risk of malnutrition among patients. However, the prevalence of such risk in hospitalized COVID-19 patients is uncertain due to the inconsistent use of assessment methods. (2) Methods: PubMed, Web of Science, and EMBASE were searched to identify studies on the nutritional status of hospitalized COVID-19 patients. A pooled prevalence of malnutrition risk evaluated by Nutrition Risk Score (NRS-2002) was obtained using a random effects model. Differences by study-level characteristics were examined by hospitalization setting, time of assessment, age, and country. Risk of bias was assessed using the Newcastle−Ottawa Scale. (3) Results: 53 studies from 17 countries were identified and summarized. A total of 17 studies using NRS-2002, including 3614 COVID-19 patients were included in the primary meta-analysis. The pooled prevalence of risk of malnutrition was significantly higher among ICU patients (92.2%, 95% CI: 85.9% to 96.8%) than among general ward patients (70.7%, 95% CI: 56.4% to 83.2%) (p = 0.002). No significant differences were found between age groups (≥65 vs. <65 years, p = 0.306) and countries (p = 0.893). (4) Conclusions: High risk of malnutrition is common and concerning in hospitalized patients with COVID-19, suggesting that malnutrition screening and nutritional support during hospitalization are needed.
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Affiliation(s)
- Xiaoru Feng
- Institute for Hospital Management, Tsinghua University, Beijing 100084, China
| | - Zeqi Liu
- Institute for Hospital Management, Tsinghua University, Beijing 100084, China
| | - Xiaotong He
- School of Labor and Human Resources, Renmin University of China, Beijing 100872, China
| | - Xibiao Wang
- Department of Occupational Hygiene Engineering, China University of Labor Relations, Beijing 100048, China
| | - Changzheng Yuan
- School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - Liyan Huang
- School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Rui Song
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - You Wu
- Institute for Hospital Management, Tsinghua University, Beijing 100084, China
- School of Medicine, Tsinghua University, Beijing 100084, China
- Correspondence: ; Tel.: +86-13641181601
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Wang MK, Yu XL, Zhou LY, Si HM, Hui JF, Hou DY, Li WP, Yang JS. COVID-19 and liver dysfunction: What nutritionists need to know. World J Gastroenterol 2022; 28:1526-1535. [PMID: 35582132 PMCID: PMC9048466 DOI: 10.3748/wjg.v28.i15.1526] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/24/2021] [Accepted: 03/27/2022] [Indexed: 02/06/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus-2 has brought serious challenges for the medical field. Patients with COVID-19 usually have respiratory symptoms. However, liver dysfunction is not an uncommon presentation. Additionally, the degree of liver dysfunction is associated with the severity and prognosis of COVID-19. Prevention, diagnosis, and treatment of malnutrition should be routinely recommended in the management of patients with COVID-19, especially in those with liver dysfunction. Recently, a large number of studies have reported that nutrition therapy measures, including natural dietary supplements, vitamins, minerals and trace elements, and probiotics, might have potential hepatoprotective effects against COVID-19-related liver dysfunction via their antioxidant, antiviral, anti-inflammatory, and positive immunomodulatory effects. This review mainly focuses on the possible relationship between COVID-19 and liver dysfunction, nutritional and metabolic characteristics, nutritional status assessment, and nutrition therapy to provide a reference for the nutritionists while making evidence-based nutritional decisions during the COVID-19 pandemic.
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Affiliation(s)
- Ming-Ke Wang
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Xue-Lu Yu
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Li-Yun Zhou
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Hong-Mei Si
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Ju-Fen Hui
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Deng-Yong Hou
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Wei-Peng Li
- Department of Disease Control and Prevention, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
| | - Ji-Shun Yang
- Medical Care Center, Naval Medical Center of PLA, Naval Medical University, Shanghai 200052, China
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