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Carella M, Magro D, Scola L, Pisano C, Guida E, Gervasi F, Giambanco C, Aronica TS, Frati G, Balistreri CR. CAR, mGPS and hs-mGPS: What is among them the best gero-biomarker for age-related diseases? And for what clinical application? Mech Ageing Dev 2024; 220:111952. [PMID: 38838917 DOI: 10.1016/j.mad.2024.111952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/21/2024] [Accepted: 05/26/2024] [Indexed: 06/07/2024]
Abstract
The identification of biomarkers linked to the onset, progression, and prevention of age-related diseases (ARD), in the era of personalized medicine, represents the best goal of geroscience. Geroscience has the fundamental role of exploring and identifying the biological mechanisms of aging to suggest interventions capable of stopping/delaying the many pathological conditions and disabilities related to age. Therefore, it has become its key priority, as well as that of clinical practice and research, based on identifying and validating a range of biomarkers, geromarkers, which can be used to diagnostic, prognostic, or predictive clinical purposes. Indeed, geromarkers have, the potential to predict ARD trajectories and facilitate targeted interventions to slow down the related disabilities. Here our attention is paid to the inflammatory indexes (CAR, mGPS, hs-mGPS) linked to the relationship between the plasma levels of two inflammatory analytes, the typical positive protein of the acute phase, and the negative one, i.e. c-reactive protein (CRP) and albumin, respectively. These indexes allow us to understand the magnitude of the two main mechanisms predicted to influence the aging process, including inflammation and immunosenescence, as well as the degree of ARD severity. Evidence on their relationship with ARD is widely reported and discussed, to understand which can represent the best ARD geromarker, and its clinical application.
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Affiliation(s)
- Miriam Carella
- Complex Operative Unit of Clinical Pathology, ARNAS Civico Di Cristina e Benfratelli Hospitals, Palermo 90127, Italy
| | - Daniele Magro
- Cellular, Molecular and Clinical Pathological Laboratory, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Palermo 90134, Italy
| | - Letizia Scola
- Cellular, Molecular and Clinical Pathological Laboratory, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Palermo 90134, Italy
| | - Calogera Pisano
- Department of Precision Medicine in Medicine, Surgery, Critical Areas, University of Palermo, Palermo 90127, Italy
| | - Eugenia Guida
- Specialized Laboratory of Oncology, ARNAS Civico Di Cristina e Benfratelli Hospitals, Palermo 90127, Italy
| | - Francesco Gervasi
- Specialized Laboratory of Oncology, ARNAS Civico Di Cristina e Benfratelli Hospitals, Palermo 90127, Italy
| | - Caterina Giambanco
- Complex Operative Unit of Clinical Pathology, ARNAS Civico Di Cristina e Benfratelli Hospitals, Palermo 90127, Italy
| | - Tommaso Silvano Aronica
- Complex Operative Unit of Clinical Pathology, ARNAS Civico Di Cristina e Benfratelli Hospitals, Palermo 90127, Italy
| | - Giacomo Frati
- IRCCS Neuromed, Pozzilli, Italy; Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Carmela Rita Balistreri
- Cellular, Molecular and Clinical Pathological Laboratory, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Palermo 90134, Italy.
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Yang X, Yang X, Yang J, Wen X, Wu S, Cui L. High levels of high-sensitivity C reactive protein to albumin ratio can increase the risk of cardiovascular disease. J Epidemiol Community Health 2023; 77:721-727. [PMID: 37562809 PMCID: PMC10579461 DOI: 10.1136/jech-2023-220760] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/24/2023] [Indexed: 08/12/2023]
Abstract
BACKGROUND The high levels of C reactive protein (CRP) to albumin ratio (CAR) is thought to increase the risk of poor outcomes for cancer and cardiovascular disease (CVD). However, the association between CAR and CVD in the Chinese community population has not been investigated. OBJECTIVE The aim of this study was to investigate the association between CAR and CVD in the Chinese community population. METHODS A total of 62 067 participants without a history of CVD or cancer were included in this study. Kaplan-Meier survival curves were used to calculate the cumulative incidence of endpoint events in CAR quartile groups, and the results were tested by log-rank test. Fine-Gray model was used to analyse the competing risk of death. C-index, Net Reclassification Index (NRI) and Integrated Discrimination Improvement Index (IDI) of different indicators were calculated to distinguish the predictive performance of different indicators. RESULTS During an average follow-up period of 10.3±2.1 years, 4025 participants developed CVD. In multivariable Cox regression analysis, compared with Q1 group, model 3 showed that the hazard ratio (HR) (95% confidence interval (95%CI)) of CVD in Q4 group was 1.26 (1.15 to 1.38) (p<0.01), and the HR (95% CI) per 1 SD increase was 1.06 (1.03 to 1.08) (p<0.01). The C-index, continuous NRI and IDI for predicting 10-year CVD were 73.48%, 0.1366 (0.1049 to 0.1684) (p<0.01) and 0.0002 (0.0001 to 0.0004) (p<0.01), respectively, which were higher than those of hs-CRP (C-index:0.7344, NRI:0.0711, IDI: 0.0001) and albumin (C-index:0.7339, NRI: -0.0090, IDI: 0.0000). CONCLUSION High levels of CAR can increase the risk of CVD and the predictive performance of CAR for CVD is better than that of hs-CRP or albumin alone.
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Affiliation(s)
- Xuemei Yang
- Department of Rheumatic Disease, Kailuan General Hospital, Tangshan, Hebei, China
- Graduate School, North China University of Science and Technology, Tangshan, Hebei, China
| | - Xiaoli Yang
- Department of Cardiology, People's Hospital of Zunhua, Tangshan, Hebei, China
| | - Jingtao Yang
- Department of Rheumatic Disease, Kailuan General Hospital, Tangshan, Hebei, China
- Graduate School, North China University of Science and Technology, Tangshan, Hebei, China
| | - Xinran Wen
- Department of Rheumatic Disease, Kailuan General Hospital, Tangshan, Hebei, China
- Graduate School, North China University of Science and Technology, Tangshan, Hebei, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, Hebei, China
| | - Liufu Cui
- Department of Rheumatic Disease, Kailuan General Hospital, Tangshan, Hebei, China
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Shen S, Xiao Y. Association Between C-Reactive Protein and Albumin Ratios and Risk of Mortality in Patients with Chronic Obstructive Pulmonary Disease. Int J Chron Obstruct Pulmon Dis 2023; 18:2289-2303. [PMID: 37873518 PMCID: PMC10590598 DOI: 10.2147/copd.s413912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 09/14/2023] [Indexed: 10/25/2023] Open
Abstract
Purpose This study was to evaluate the association between C-reactive protein (CRP) to albumin (ALB) ratio (CAR) and the risk of mortality in patients with chronic obstructive pulmonary disease (COPD). Methods In this retrospective cohort study, clinical data were extracted from the National Institutes of Health National Health and Nutrition Examination Survey (NHANES) database between 2007 and 2010. Cox proportional hazard regressions were performed to assess the association between CAR and 5-year mortality in COPD patients. Subgroup analyses were applied to identify the consistency of the association based on the severity of COPD, gender, body mass index (BMI), smoking status, cardiovascular disease (CVD), and chronic kidney disease (CKD), and diabetes. The area under the curve (AUC) of the receiver operator characteristic (ROC) curve analysis was used to evaluate the predictive performance of CAR. Results A total of 1210 COPD patients were included, of which 110 COPD patients (9.09%) had 5-year mortality. The mean follow-up was 57.76 (0.33) months. A higher CAR was associated with an increased risk of 5-year mortality in COPD patients [hazard ratio (HR): 1.94, 95% confidence interval (CI): 1.07 to 3.50, P =0.029)]. Subgroup analysis showed that the association between CAR and mortality was especially suitable for COPD patients with mild COPD, in COPD patients who were still smoking, in COPD patients with BMI <=29.9 kg/m2, in COPD patients who were without CVD, in COPD patients who were without diabetes, and COPD patients who were without CKD. The AUCs of CAR for predicting 1-year, 3-year, and 5-year mortality in COPD patients were 0.735, 0.615, and 0.608, respectively. Conclusion CAR is strongly correlated with mortality in patients with COPD and CAR could be served as a prognostic biomarker for patients with COPD. This study may provide a promising prognostic biomarker for risk stratification and clinical management of patients with COPD.
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Affiliation(s)
- Shenghua Shen
- Department of Pulmonary and Critical Care Medicine, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, 213004, People’s Republic of China
| | - Yuan Xiao
- Department of Pulmonary and Critical Care Medicine, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, Jiangsu, 213004, People’s Republic of China
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Alagha S, Miniksar ÖH, Polat MN, Kara M, Şenaylı Y. The Prognostic Value of Inflammatory Indices in Predicting Poor Postoperative Outcomes in Isolated Coronary Artery Bypass Graft Surgery. Cureus 2023; 15:e43120. [PMID: 37692618 PMCID: PMC10483436 DOI: 10.7759/cureus.43120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2023] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND This study aimed to analyze the predictive effect of various inflammatory indices and inflammatory biomarkers on prognosis after coronary artery bypass grafting (CABG). METHODS In this retrospective observational study, data were recorded from 99 patients who underwent isolated elective CABG between January 2019 and June 2021 and met the inclusion criteria. The patients were divided into two main groups according to the postoperative clinical results: "favorable outcome" and "poor outcome." Preoperative inflammatory parameters, inflammatory indices (such as systemic inflammation index (SII), neutrophil/lymphocyte ratio (NLR), derived NLR (dNLR)), and clinical variables were compared between the groups. RESULTS Poor postoperative outcomes developed in 31 (31.3%) patients. In the univariate analysis, white blood cell count (p=0.008), neutrophil count (p=0.002), SII (p=0.018), NLR (p=0.003), and dNLR (p=0.003) were found to be significant predictors for poor outcomes. In the multivariate analysis, only the presence of chronic obstructive pulmonary disease (COPD) (OR=8.765; 95% CI 1.308-58.702; p=0.025) and high creatinine levels (OR=1.049; 95% CI 1.005-1.094; p=0.027) were independent risk factors for poor outcomes. Optimal cut-off values were 603.08 (areas under the curve (AUC)=0.632, p=0.036) for SII, 2.34 (AUC=0.669, p=0.007) for NLR, and 1.76 (AUC=0.667, p=0.008) for dNLR. CONCLUSION SII, NLR, dNLR, and inflammatory markers, such as white blood cell and neutrophil counts, are feasible markers for predicting poor outcomes following CABG procedures. These parameters may aid in the development of early therapeutic interventions to improve patient outcomes.
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Affiliation(s)
- Sameh Alagha
- Department of Cardiovascular Surgery, Yozgat Bozok University, Yozgat, TUR
| | - Ökkeş H Miniksar
- Department of Anesthesiology and Reanimation, Yozgat Bozok University, Yozgat, TUR
| | - Muhammed N Polat
- Department of Anesthesiology and Reanimation, Yozgat Bozok University, Yozgat, TUR
| | - Mehmet Kara
- Department of Anesthesiology and Reanimation, Yozgat Bozok University, Yozgat, TUR
| | - Yeşim Şenaylı
- Department of Anesthesiology and Reanimation, Yozgat Bozok University, Yozgat, TUR
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Zavalaga-Zegarra HJ, Palomino-Gutierrez JJ, Ulloque-Badaracco JR, Mosquera-Rojas MD, Hernandez-Bustamante EA, Alarcon-Braga EA, Benites-Zapata VA, Herrera-Añazco P, Hernandez AV. C-Reactive Protein-to-Albumin Ratio and Clinical Outcomes in COVID-19 Patients: A Systematic Review and Meta-Analysis. Trop Med Infect Dis 2022; 7:186. [PMID: 36006278 PMCID: PMC9414550 DOI: 10.3390/tropicalmed7080186] [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: 07/08/2022] [Revised: 08/01/2022] [Accepted: 08/11/2022] [Indexed: 11/29/2022] Open
Abstract
C-reactive protein-to-albumin ratio (CAR) is an independent risk factor in cardiovascular, cerebrovascular, and infectious diseases. Through this study, we investigated the CAR values with respect to the severity and mortality of COVID-19 patients. We performed a systematic review and meta-analysis to retrieve studies that evaluated CAR values upon hospital admission in relation to the severity or mortality of COVID-19 patients. We adopted a random-effect model to calculate the pooled mean difference (MD) and their 95% confidence intervals (CI). Quality assessment was appraised using a Newcastle−Ottawa scale and publication bias was assessed using the Begg-test and funnel plot. We equally performed a subgroup analysis using study location and a sensitivity analysis only with studies with low risk of bias. We analyzed 32 studies (n = 12445). Severe COVID-19 patients had higher on-admission CAR values than non-severe COVID-19 patients (MD: 1.69; 95% CI: 1.35−2.03; p < 0.001; I2 = 89%). Non-survivor patients with COVID-19 had higher CAR values than survivor patients (MD: 2.59; 95% CI: 1.95−3.23; p < 0.001; I2 = 92%). In sensitivity analysis, the relationship remained with a decreasing of heterogeneity for severity (MD: 1.22; 95% CI: 1.03−1.40; p < 0.001; I2 = 13%) and for mortality (MD: 2.99; 95% CI: 2.47−3.51; p < 0.001; I2 = 0%). High CAR values were found in COVID-19 patients who developed severe disease or died.
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Affiliation(s)
| | | | - Juan R. Ulloque-Badaracco
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
- Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
| | - Melany D. Mosquera-Rojas
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
- Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
| | - Enrique A. Hernandez-Bustamante
- Sociedad Científica de Estudiantes de Medicina de la Universidad Nacional de Trujillo, Trujillo 13011, Peru
- Grupo Peruano de Investigación Epidemiológica, Unidad para la Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, Lima 15012, Peru
| | - Esteban A. Alarcon-Braga
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
- Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
| | - Vicente A. Benites-Zapata
- Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima 15012, Peru
| | - Percy Herrera-Añazco
- Escuela de Enfermería, Universidad Privada San Juan Bautista, Lima 15067, Peru
- Instituto de Evaluación de Tecnologías en Salud e Investigación—IETSI, EsSalud, Lima 14072, Peru
| | - Adrian V. Hernandez
- Unidad de Revisiones Sistemáticas y Meta-Análisis, Guías de Práctica Clínica y Evaluaciones de Tecnología Sanitaria, Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima 15012, Peru
- Health Outcomes, Policy, and Evidence Synthesis (HOPES) Group, School of Pharmacy, University of Connecticut, Storrs, CT 06269, USA
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Ma M, He L, Zhou L. Comment on "Relationship between C-reactive protein/albumin ratio and new-onset atrial fibrillation after coronary artery bypass grafting". Rev Assoc Med Bras (1992) 2022; 68:742-743. [PMID: 35766683 PMCID: PMC9575895 DOI: 10.1590/1806-9282.20220341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/05/2022] [Indexed: 01/08/2023] Open
Affiliation(s)
- Meilin Ma
- Taizhou University, School of Medicine - Taizhou, China
| | - Lianping He
- Taizhou University, School of Medicine - Taizhou, China
| | - Lingling Zhou
- Taizhou University, School of Medicine - Taizhou, China
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Abacioglu OO, Yildirim A, Koyunsever NY, Ucak HA, Abacioglu S. Relationship between CANLPH score and in-hospital mortality in patients undergoing coronary artery bypass grafting. Biomark Med 2021; 15:1659-1667. [PMID: 34743542 DOI: 10.2217/bmm-2021-0221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To evaluate the CANLPH score in in-hospital mortality after coronary artery bypass grafting. Materials & methods: The 999 patients were included in this retrospective cohort study. Neutrophil/lymphocyte ratio, C-reactive protein/albumin ratio and platelet/hemoglobin ratio were determined and the CANLPH score was calculated as the sum score of 0 or 1 by the cutoff in each ratio. Results: Twenty-five patients who reached the primary end point were defined as the mortality group and the remaining as the nonmortality group. The CANLPH score was noninferior to the European System for Cardiac Operative Risk Evaluation II in receiver-operating characteristic curve analysis with difference between AUC: 0.0162, standard error (SE): 0.0394, z statistics: 0.682 and p = 0.494. Conclusion: The CANLPH score may be more appropriate in assessing the risk of in-hospital mortality after coronary artery bypass grafting.
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Affiliation(s)
- Ozge Ozcan Abacioglu
- Department of Cardiology, Adana City Training & Research Hospital, Adana, Turkey
| | - Arafat Yildirim
- Department of Cardiology, Adana City Training & Research Hospital, Adana, Turkey
| | - Nermin Y Koyunsever
- Department of Cardiology, Adana City Training & Research Hospital, Adana, Turkey
| | - Haci A Ucak
- Department of Cardiovascular Surgery, Adana City Training & Research Hospital, Adana, Turkey
| | - Serkan Abacioglu
- Department of Emergency, Adana Yuregir State Hospital, Adana, Turkey
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Kelesoglu S, Yilmaz Y, Ozkan E, Calapkorur B, Dursun ZB, Ulu-Kilic A, Elcık D. Usefulness of C-reactive protein/albumin ratio as a predictor of new-onset atrial fibrillation in SARS-COV-2. Biomark Med 2021; 15:1167-1175. [PMID: 34406031 PMCID: PMC8384072 DOI: 10.2217/bmm-2020-0866] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Aim: To investigate whether C-reactive protein/albumin ratio (CAR) has an association with new onset atrial fibrillation (NOAF) in SARS-CoV-2. Materials & methods: This study included 782 patients with SARS-CoV-2 infection, who were hospitalized in Turkey. The end point of the study was an occurrence of NOAF. Results: NOAF was identified in 41 patients (5.2%). Subjects who developed NOAF had a higher CAR compared with those who did not develop NOAF (p < 0.001). In the multivariate logistic regression analysis the CAR (odds ratio = 2.879; 95% CI: 1.063–7.793; p = 0.037) was an independent predictor of NOAF. Conclusion: A high level of CAR in blood samples is associated with an increased risk of developing NOAF in SARS-CoV-2.
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Affiliation(s)
- Saban Kelesoglu
- Department of Cardiology, Faculty of Medicine, Erciyes University, Kayseri, 38039, Turkey
| | - Yucel Yilmaz
- Department of Cardiology, Kayseri City Hospital, Kayseri, 38080, Turkey
| | - Eyup Ozkan
- Department of Cardiology, Kayseri City Hospital, Kayseri, 38080, Turkey
| | - Bekir Calapkorur
- Department of Cardiology, Kayseri City Hospital, Kayseri, 38080, Turkey
| | - Zehra B Dursun
- Department of Infectious Diseases, Kayseri City Hospital, Kayseri, 38080, Turkey
| | - Aysegul Ulu-Kilic
- Department of Infectious Diseases, Faculty of Medicine, Erciyes University, Kayseri, 38039, Turkey
| | - Deniz Elcık
- Department of Cardiology, Faculty of Medicine, Erciyes University, Kayseri, 38039, Turkey
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