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Liu WY, Lian LY, Zhang H, Chen SD, Jin XZ, Zhang N, Ye CH, Chen WY, Bee GGB, Wang FD, Miele L, Corradini E, Valenti L, Zheng MH. A Population-Based and Clinical Cohort Validation of the Novel Consensus Definition of Metabolic Hyperferritinemia. J Clin Endocrinol Metab 2024; 109:1540-1549. [PMID: 38124275 PMCID: PMC11099479 DOI: 10.1210/clinem/dgad749] [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: 09/28/2023] [Revised: 12/09/2023] [Accepted: 12/18/2023] [Indexed: 12/23/2023]
Abstract
CONTEXT There is limited data on the clinical significance of metabolic hyperferritinemia (MHF) based on the most recent consensus. OBJECTIVE We aimed to validate the clinical outcomes of MHF in the general population and patients with biopsy-proven metabolic dysfunction-associated fatty liver disease (MAFLD). METHODS The NHANES database and PERSONS cohort were included. MHF was defined as elevated serum ferritin with metabolic dysfunction (MD) and stratified into different grades according to ferritin (grade 1: 200 [females]/300 [males]-550 ng/mL; grade 2: 550-1000 ng/mL; grade 3: >1000 ng/mL). The clinical outcomes, including all-cause death, comorbidities, and liver histology, were compared between non-MHF and MHF in adjusted models. RESULTS In NHANES, compared with non-MHF with MD, MHF was related to higher risks of advanced fibrosis (P = .036), elevated albumin-creatinine ratio (UACR, P = .001), and sarcopenia (P = .013). Although the association between all grades of MHF and mortality was insignificant (P = .122), grades 2/3 was associated with increased mortality (P = .029). When comparing with non-MHF without MD, the harmful effects of MHF were more significant in mortality (P < .001), elevated UACR (P < .001), cardiovascular disease (P = .028), and sarcopenia (P < .001). In the PERSONS cohort, MHF was associated with more advanced grades of steatosis (P < .001), lobular inflammation (P < .001), advanced fibrosis (P = .017), and more severe hepatocellular iron deposition (P < .001). CONCLUSION Both in the general population and in at-risk individuals with MAFLD, MHF was related with poorer clinical outcomes.
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Affiliation(s)
- Wen-Yue Liu
- Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Wenzhou Key Laboratory of Diabetes Research, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Li-You Lian
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
| | - Huai Zhang
- Biostatistics and Medical Quality Management Office, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Sui-Dan Chen
- Department of Pathology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xin-Zhe Jin
- Department of Laboratory, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Ni Zhang
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
| | - Chen-Hui Ye
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
| | - Wen-Ying Chen
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
| | - George Goh Boon Bee
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore 169608, Singapore
| | - Fu-Di Wang
- The Fourth Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310000, China
- The First Affiliated Hospital, Basic Medical Sciences, School of Public Health, Hengyang Medical School, University of South China, Hengyang 421001, China
| | - Luca Miele
- Department of Internal Medicine Medical and Surgical Sciences, Fondazione Policlinico A. Gemelli IRCCS, Università Cattolica di Roma, Rome 00168, Italy
| | - Elena Corradini
- Department of Medical and Surgical Sciences, Università degli Studi di Modena e Reggio Emilia, Modena 41100, Italy
- Internal Medicine and Centre for Hemochromatosis and Hereditary Liver Diseases, Azienda Ospedaliero-Universitaria di Modena-Policlinico, Modena 41100, Italy
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan 20121, Italy
- Biological Resource Center and Precision Medicine Lab, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan 20121, Italy
- Department of Transfusion Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan 20121, Italy
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
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Inoue N, Morikawa S, Ogane T, Hiramatsu T, Murohara T. Clinical value of the fibrosis-4 index in predicting mortality in patients with right ventricular pacing. PLoS One 2024; 19:e0294221. [PMID: 38315703 PMCID: PMC10843135 DOI: 10.1371/journal.pone.0294221] [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: 10/27/2023] [Accepted: 01/23/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND The fibrosis-4 (FIB-4) index has attracted attention as a predictive factor for cardiovascular events and mortality in patients with heart disease. However, its clinical value in patients with implanted pacemakers remains unclear. METHODS This study included patients who underwent pacemaker implantation. The FIB-4 index was calculated based on blood tests performed during the procedure. The primary outcome was all-cause mortality, and the secondary outcomes included cardiovascular death, non-cardiovascular death, and major adverse cardiovascular events (MACE; composite of cardiovascular death, heart failure hospitalization, non-fatal myocardial infarction, and non-fatal stroke). The FIB-4 index was stratified into tertiles. Between-group comparisons were performed using log-rank tests and multivariate analysis using Cox proportional hazards. The predictive accuracy and cut-off value of the FIB-4 index were calculated from the receiver operating characteristic curve for all-cause mortality. Finally, based on the calculated cut-off values, the patients were divided into two groups for outcome validation and subgroup analysis. RESULTS This study included 201 participants, of whom 38 experienced death during the observation period (median: 1097 days). All-cause mortality, non-cardiovascular death, and MACE differed significantly between groups stratified by the FIB-4 index tertiles (log-rank test: P<0.001, P<0.001, and P = 0.045, respectively). Using Cox proportional hazards analysis, the unadjusted hazard ratio was 4.75 (95% confidence interval [CI]: 2.05-11.0, P<0.001) for Tertile 3 compared to Tertile 1. After adjustment for confounding factors, including sex, the presence or absence of left bundle branch block at baseline, QRS duration during pacing, and pacing rate at the last check, the hazard ratio was 4.79 (95% CI: 2.04-11.2, P<0.001). The cut-off value of the FIB-4 index was 3.75 (area under the curve: 0.72, 95% CI: 0.62-0.82). CONCLUSIONS In patients with pacemakers, the FIB-4 index may be a predictor of early all-cause mortality, with a cut-off value of 3.75.
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Affiliation(s)
- Naoya Inoue
- Department of Cardiology, Chutoen General Medical Center, Kakegawa, Shizuoka, Japan
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Shuji Morikawa
- Department of Cardiology, Chutoen General Medical Center, Kakegawa, Shizuoka, Japan
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Takashi Ogane
- Department of Cardiology, Chutoen General Medical Center, Kakegawa, Shizuoka, Japan
| | - Takehiro Hiramatsu
- Department of Cardiology, Chutoen General Medical Center, Kakegawa, Shizuoka, Japan
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Toyoaki Murohara
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
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Lampignano L, Tatoli R, Donghia R, Bortone I, Castellana F, Zupo R, Lozupone M, Panza F, Conte C, Sardone R. Nutritional patterns as machine learning predictors of liver health in a population of elderly subjects. Nutr Metab Cardiovasc Dis 2023; 33:2233-2241. [PMID: 37541928 DOI: 10.1016/j.numecd.2023.07.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 06/14/2023] [Accepted: 07/07/2023] [Indexed: 08/06/2023]
Abstract
BACKGROUND AND AIMS Non-alcoholic hepatic steatosis affects 25% of adults worldwide and its prevalence increases with age. There is currently no definitive treatment for NAFLD but international guidelines recommend a lifestyle-based approach, including a healthy diet. The aim of this study was to investigate the interactions between eating habits and the risk of steatosis and/or hepatic fibrosis, using a machine learning approach, in a non-institutionalized elderly population. METHODS AND RESULTS We recruited 1929 subjects, mean age 74 years, from the population-based Salus in Apulia Study. Dietary habits and the risk of steatosis and hepatic fibrosis were evaluated with a validated food frequency questionnaire, the Fatty Liver Index (FLI) and the FIB-4 score, respectively. Two dietary patterns associated with the risk of steatosis and hepatic fibrosis have been identified. They are both similar to a "western" diet, defined by a greater consumption of refined foods, with a rich content of sugars and saturated fats, and alcoholic and non-alcoholic calorie drinks. CONCLUSION This study further supports the concept of diet as a factor that significantly influences the development of the most widespread liver diseases. However, longitudinal studies are needed to better understand the causal effect of the consumption of particular foods on fat accumulation in the liver.
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Affiliation(s)
| | - Rossella Tatoli
- National Institute of Gastroenterology IRCCS "Saverio de Bellis", Research Hospital, Castellana Grotte, Italy
| | - Rossella Donghia
- National Institute of Gastroenterology IRCCS "Saverio de Bellis", Research Hospital, Castellana Grotte, Italy
| | - Ilaria Bortone
- Department of Translational Biomedicine and Neuroscience "DiBraiN", University of Bari Aldo Moro, Bari, Italy
| | | | - Roberta Zupo
- Department of Interdisciplinary Medicine, University "Aldo Moro", Bari, Italy
| | - Madia Lozupone
- Department of Translational Biomedicine and Neuroscience "DiBraiN", University of Bari Aldo Moro, Bari, Italy
| | - Francesco Panza
- "Cesare Frugoni" Internal and Geriatric Medicine and Memory Unit, University of Bari "Aldo Moro", Bari, Italy
| | - Caterina Conte
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy; Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy
| | - Rodolfo Sardone
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
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Yang L, Gao K, Shi RJ, Qin YN, Huang XR, Gao YJ, Zheng XP. Fibrosis-4 index is closely associated with clinical outcomes in acute cardioembolic stroke patients with nonvalvular atrial fibrillation. Intern Emerg Med 2023; 18:2209-2222. [PMID: 37891451 DOI: 10.1007/s11739-023-03394-6] [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: 01/18/2023] [Accepted: 08/08/2023] [Indexed: 10/29/2023]
Abstract
Liver cirrhosis is a confirmed risk factor for poor prognosis of stroke; however, the contribution of clinically inapparent liver fibrosis to cardioembolic stroke (CES) and its outcomes are poorly understood. This study aimed to investigate the associations between liver fibrosis-measured by the Fibrosis-4 (FIB-4) score-and stroke severity and short-term clinical outcomes of patients with acute CES due to nonvalvular atrial fibrillation (NVAF). A total of 522 patients were followed for a median of 90 days. We calculated the FIB-4 score and defined liver fibrosis as follows: likely advanced fibrosis (FIB-4 > 3.25), indeterminate advanced fibrosis (FIB-4, 1.45-3.25), and unlikely advanced fibrosis (FIB-4 < 1.45). Logistic regression analysis and Cox regression analysis were used to investigate the relations between the FIB-4 score and stroke severity, major disability at discharge, and all-cause mortality. Among these 522 acute CES patients with NVAF, the mean FIB-4 score (2.28) on admission reflected intermediate fibrosis, whereas liver enzymes were largely normal. In multivariate regression analysis, patients with advanced liver fibrosis were more likely to have a higher risk of severe stroke (OR = 2.21, 95% CI 1.04-3.54), major disability at discharge (OR = 4.59, 95% CI 1.88-11.18), and all-cause mortality (HR = 1.25, 95% CI 1.10-1.56) than their counterparts. Regarding sex, these associations were stronger in males but not significant in females. In patients with acute CES due to NVAF, advanced liver fibrosis is associated with severe stroke, major disability, and all-cause death. Our findings indicate that early screening and management of liver fibrosis may decrease stroke severity and risk of death in patients with NVAF, especially for male patients. Consequently, FIB-4 > 3.25 of male patients should receive ultrasound elastography to further determine the degree of liver fibrosis.
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Affiliation(s)
- Lei Yang
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Ke Gao
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Rui-Juan Shi
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Yu-Nan Qin
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Xiao-Rui Huang
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Ya-Jie Gao
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China
| | - Xiao-Pu Zheng
- Department of Cardiology, The First Affiliated Hospital of Xi'an Jiao Tong University, 277 Yanta West Road, Xi'an, 710061, China.
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Dong G. Development and Challenges of Pre-Heart Failure with Preserved Ejection Fraction. Rev Cardiovasc Med 2023; 24:274. [PMID: 39076392 PMCID: PMC11270127 DOI: 10.31083/j.rcm2409274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 07/10/2023] [Accepted: 07/19/2023] [Indexed: 07/31/2024] Open
Abstract
Pre-heart failure with preserved ejection fraction (Pre-HFpEF) is a critical link to the development of heart failure with preserved ejection fraction (HFpEF). Early recognition and early intervention of pre-HFpEF will halt the progression of HFpEF. This article addresses the concept proposal, development, and evolution of pre-HFpEF, the mechanisms and risks of pre-HFpEF, the screening methods to recognize pre-HFpEF, and the treatment of pre-HFpEF. Despite the challenges, we believe more focus on the topic will resolve more problems.
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Affiliation(s)
- Guoju Dong
- Department of Cardiovascular Internal Medicine, Xiyuan Hospital, Chinese
Academy of Traditional Chinese Medicine, 100091 Beijing, China
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan
Hospital, Chinese Academy of Traditional Chinese Medicine, 100091 Beijing, China
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Liu Y, Song J, Wang W, Tang YD. Prognostic implication of liver fibrosis scores in patients with non-ischemic dilated cardiomyopathy. EUROPEAN HEART JOURNAL OPEN 2023; 3:oead082. [PMID: 37753057 PMCID: PMC10519665 DOI: 10.1093/ehjopen/oead082] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 08/20/2023] [Accepted: 08/22/2023] [Indexed: 09/28/2023]
Abstract
Aims Liver fibrosis was associated with adverse outcomes in various cardiovascular diseases. The current risk stratification of non-ischemic dilated cardiomyopathy (NIDCM) still largely depends on the left ventricular ejection fraction (LVEF). At present, the relationship between liver fibrosis and prognosis in patients with NIDCM remains blank. Methods and results A total of 433 NIDCM patients were analysed in this study. Liver fibrosis was assessed by three liver fibrosis scores (LFS), including aspartate aminotransferase to platelet ratio index (APRI), aspartate aminotransferase/alanine aminotransferase ratio (AST/ALT ratio), and gamma-glutamyltransferase to platelet ratio (GPR). The primary endpoint was defined as all-cause mortality or heart transplantation (ACM/HTx). During a median follow-up period of 1.7 years, 140 ACM/HTx events occurred. Positive associations were observed between LFS and ACM/HTx. Patients with elevated APRI, AST/ALT ratio, and GPR scores exhibited increased ACM/HTx (all P < 0.05). Intermediate-to-high APRI [hazard ratio (HR) 1.66, 95%CI 1.06-2.61, P = 0.027], AST/ALT ratio (HR 1.59, 95%CI 1.07-2.36, P = 0.021), and GPR (HR 1.64, 95%CI 1.11-2.42, P = 0.013) were independently associated with increased risk of ACM/HTx, even after adjusting for LVEF and other covariates. The positive relationship remains consistent across different subgroups, including those with diabetes and obesity. Conclusions Elevated liver fibrosis scores were associated with a worse outcome beyond LVEF in patients with NIDCM, which may provide additional prognostic value in the management of NIDCM.
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Affiliation(s)
- Yupeng Liu
- Department of Cardiology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Jingjing Song
- Heart Center and Beijing Key Laboratory of Hypertension, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenyao Wang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, 49 North Garden Rd., Haidian District, Beijing, China
| | - Yi-Da Tang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, 49 North Garden Rd., Haidian District, Beijing, China
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Chuzi S, Tanaka Y, Bavishi A, Bruce M, Van Wagner LB, Wilcox JE, Ahmad FS, Ladner DP, Lagu T, Khan SS. Association Between End-Stage Liver Disease and Incident Heart Failure in an Integrated Health System. J Gen Intern Med 2023; 38:2445-2452. [PMID: 37095330 PMCID: PMC10465455 DOI: 10.1007/s11606-023-08199-z] [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: 09/27/2022] [Accepted: 04/05/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND End-stage liver disease (ESLD) and heart failure (HF) often coexist and are associated with significant morbidity and mortality. However, the true incidence of HF among patients with ESLD remains understudied. OBJECTIVE This study aims to evaluate the association between ESLD and incident HF in a real-world clinical cohort. DESIGN AND PARTICIPANTS A retrospective electronic health records database analysis of individuals with ESLD and frequency-matched controls without ESLD in a large integrated health system. MAIN MEASURES The primary outcome was incident HF, which was defined by the International Classification of Disease codes and manually adjudicated by physician reviewers. The Kaplan-Meier method was used to estimate the cumulative incidence of HF. Multivariate proportional hazards models adjusted for shared metabolic factors (diabetes, hypertension, chronic kidney disease, coronary heart disease, body mass index) were used to compare the risk of HF in patients with and without ESLD. KEY RESULTS Of 5004 patients (2502 with ESLD and 2502 without ESLD), the median (Q1-Q3) age was 57.0 (55.0-65.0) years, 59% were male, and 18% had diabetes. Over a median (Q1-Q3) follow-up of 2.3 (0.6-6.0) years, 121 incident HF cases occurred. Risk for incident HF was significantly higher for patients with ESLD compared with the non-ESLD group (adjusted HR: 4.67; 95% CI: 2.82-7.75; p < 0.001), with the majority of the ESLD group (70.7%) having HF with preserved ejection fraction (ejection fraction ≥ 50%). CONCLUSION ESLD was significantly associated with a higher risk of incident HF, independent of shared metabolic risk factors, with the predominant phenotype being HF with preserved ejection fraction.
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Affiliation(s)
- Sarah Chuzi
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Yoshihiro Tanaka
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Center for Arrhythmia Research, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Avni Bavishi
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Matthew Bruce
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lisa B Van Wagner
- Division of Digestive and Liver Diseases, University of Texas Southwestern, Dallas, TX, USA
| | - Jane E Wilcox
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Faraz S Ahmad
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Daniela P Ladner
- Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Chicago, IL, USA
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Tara Lagu
- Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Hospital Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Sadiya S Khan
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Shin WJ, Kwon HM, Kim SH, Jang HY, Kim JY, Kim JH, Kim KS, Moon YJ, Jun IG, Song JG, Hwang GS. Characterizing Heart Failure With Preserved Ejection Fraction in End-Stage Liver Disease and Liver Transplant Outcomes. JACC. ASIA 2023; 3:506-517. [PMID: 37396430 PMCID: PMC10308113 DOI: 10.1016/j.jacasi.2023.03.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 07/04/2023]
Abstract
Background Heart failure with preserved ejection fraction (HFpEF) and its risk factors are increasingly recognized in patients with end-stage liver disease (ESLD). Objectives The aim of this study was to characterize HFpEF and identify relevant risk factors in patients with ESLD. Additionally, the prognostic impact of high-probability HFpEF on post-liver transplantation (LT) mortality was investigated. Methods Patients with ESLD prospectively enrolled from the Asan LT Registry between 2008 and 2019 were divided into groups with low (scores of 0 and 1), intermediate (scores of 2-4), and high (scores of 5 and 6) probability using the Heart Failure Association-PEFF diagnostic score for HFpEF. Gradient-boosted modeling in machine learning was further used to appraise the apparent importance of risk factors. Finally, post-LT all-cause mortality was followed for 12.8 years (median 5.3 years); there were 498 deaths after LT. Results Among the 3,244 patients, 215 belonged to the high-probability group, commonly those with advanced age, female sex, anemia, dyslipidemia, renal dysfunction, and hypertension. The highest risk factors for the high-probability group, according to gradient-boosted modeling, were female sex, anemia, hypertension, dyslipidemia, and age >65 years. Among patients with Model for End-Stage Liver Disease scores of >30, those with high, intermediate, and low probability had cumulative overall survival rates of 71.6%, 82.2%, and 88.9% at 1 year and 54.8%, 72.1%, and 88.9% at 12 years after LT (log-rank P = 0.026), respectively. Conclusions High-probability HFpEF was found in 6.6% of patients with ESLD with poorer long-term post-LT survival, especially those with advanced stages of liver disease. Therefore, identifying HFpEF using the Heart Failure Association-PEFF score and addressing modifiable risk factors can improve post-LT survival.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Gyu-Sam Hwang
- Address for correspondence: Dr Gyu-Sam Hwang, Department of Anesthesiology and Pain Medicine, Laboratory for Cardiovascular Dynamics, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Korea.
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Cao Y, Guo S, Dong Y, Liu C, Zhu W. Comparison of liver fibrosis scores for predicting mortality and morbidity in heart failure with preserved ejection fraction. ESC Heart Fail 2023; 10:1771-1780. [PMID: 36864701 PMCID: PMC10192244 DOI: 10.1002/ehf2.14336] [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: 02/08/2022] [Revised: 01/13/2023] [Accepted: 02/16/2023] [Indexed: 03/04/2023] Open
Abstract
AIMS Liver fibrosis scores (LFSs) are non-invasive and effective tools for estimating cardiovascular risks. To better understand the advantages and limitations of currently available LFSs, we determined to compare the predictive values of LFSs in heart failure with preserved ejection fraction (HFpEF) for primary composite outcome, atrial fibrillation (AF), and other clinical outcomes. METHODS AND RESULTS This was a secondary analysis of the TOPCAT trial, and 3212 HFpEF patients were enrolled. Five LFSs, namely, non-alcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 score (FIB-4), BARD, aspartate aminotransferase (AST)/alanine aminotransferase (ALT) ratio, and Health Utilities Index (HUI) scores were adopted. Cox proportional hazard model and competing risk regression model were performed to assess the associations between LFSs and outcomes. The discriminatory power of each LFS was evaluated by calculating the area under the curves (AUCs). During a median follow-up of 3.3 years, a 1-point increase in the NFS [hazard ratio (HR) 1.10; 95% confidence interval (CI) 1.04-1.17], BARD (HR 1.19; 95% CI 1.10-1.30), and HUI (HR 1.44; 95% CI 1.09-1.89) scores was associated with an increased risk of primary outcome. Patients with high levels of NFS (HR 1.63; 95% CI 1.26-2.13), BARD (HR 1.64; 95% CI 1.25-2.15), AST/ALT ratio (HR 1.30; 95% CI 1.05-1.60), and HUI (HR 1.25; 95% CI 1.02-1.53) were at an increased risk of primary outcome. Subjects who developed AF were more likely to have high NFS (HR 2.21; 95% CI 1.13-4.32). High levels of NFS and HUI scores were a significant predictor of any hospitalization and hospitalization for heart failure. The AUCs for the NFS in predicting primary outcome (0.672; 95% CI 0.642-0.702) and incident of AF (0.678; 95% CI 0.622-0.734) were higher than other LFSs. CONCLUSIONS In light of these findings, NFS appears to have superior predictive and prognostic utility compared with AST/ALT ratio, FIB-4, BARD, and HUI scores. CLINICAL TRIAL REGISTRATION (https://clinicaltrials.gov). Unique identifier: NCT00094302.
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Affiliation(s)
- Yalin Cao
- Department of CardiologyGuizhou Provincial People's HospitalGuiyangChina
| | - Siyu Guo
- Department of CardiologyFirst Affiliated Hospital, Sun Yat‐sen UniversityGuangzhouChina
| | - Yugang Dong
- Department of CardiologyFirst Affiliated Hospital, Sun Yat‐sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted CirculationSun Yat‐sen UniversityGuangzhouChina
- National‐Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular DiseasesGuangzhouChina
| | - Chen Liu
- Department of CardiologyFirst Affiliated Hospital, Sun Yat‐sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted CirculationSun Yat‐sen UniversityGuangzhouChina
- National‐Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular DiseasesGuangzhouChina
| | - Wengen Zhu
- Department of CardiologyFirst Affiliated Hospital, Sun Yat‐sen UniversityGuangzhouChina
- NHC Key Laboratory of Assisted CirculationSun Yat‐sen UniversityGuangzhouChina
- National‐Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular DiseasesGuangzhouChina
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10
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Song J, Liu Y, Chen J, Yang J, Wen J, Gao J, Shao C, Wang W, Tang YD. Fibrosis-4 stage of liver fibrosis predicts cardiovascular outcomes in acute coronary syndrome patients with and without type 2 diabetes mellitus. Diabetes Res Clin Pract 2023; 195:110206. [PMID: 36502890 DOI: 10.1016/j.diabres.2022.110206] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/30/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
AIMS We aim to analyze the effect of liver fibrosis, assessed by the Fibrosis-4 (FIB-4) index, on cardiovascular events in acute coronary syndrome (ACS) patients with and without type 2 diabetes mellitus (T2DM). METHODS 6563 ACS patients undergoing PCI were analyzed in this study. Patients were divided into three groups according to literature-based FIB-4 cut-offs: < 1.45, 1.45-3.25, and ≥ 3.25. RESULTS During the median 2.4-year follow-up, 270 major adverse cardiac and cerebrovascular events (MACCE) and 194 major bleeding were recorded. Intermediate or high FIB-4 scores were significantly associated with an elevated risk of MACCE, mortality, and MI but not associated with ischemic stroke and major bleeding. Further restricted cubic spline analysis showed that FIB-4 as a continuous variable was positively associated with an increased adjusted risk of MACCE. The results were consistent in subgroups with and without T2DM. CONCLUSIONS Liver fibrosis staged by FIB-4 was correlated with an increased risk of MACCE, mortality, and MI in ACS patients who underwent PCI with and without T2DM. FIB-4 index may help risk stratification of ACS patients independent of T2DM status.
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Affiliation(s)
- Jingjing Song
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yupeng Liu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Jing Chen
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie Yang
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jun Wen
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jun Gao
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Chunli Shao
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Wenyao Wang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China.
| | - Yi-Da Tang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China.
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11
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Wang S, Xiao Y. Advances in extracardiac mechanisms for heart failure with preserved ejection fraction. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2022; 47:1733-1739. [PMID: 36748385 PMCID: PMC10930276 DOI: 10.11817/j.issn.1672-7347.2022.220310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Indexed: 02/08/2023]
Abstract
Heart failure with preserved ejection fraction (HFpEF) is a syndrome with highly heterogeneous clinical symptoms, and its incidence has been increasing in recent years. Compared with heart failure with reduced ejection fraction (HFrEF), HFpEF has a worse prognosis. Traditional therapies targeting the internal mechanisms of the heart show limited or inefficacy on HFpEF, and new therapeutic targets for HFpEF are expected to be found by focusing on the extracardiac mechanisms. Recent studies have shown that cardiopulmonary pathophysiological interaction exacerbates the progression of HFpEF. Hypertension, systemic vascular injury, and inflammatory response lead to coronary microvascular dysfunction, myocardial hypertrophy, and coronary microvascular remodeling. Acute kidney injury affects myocardial energy production, induces oxidative stress and catabolism of myocardial protein, which leads to myocardial dysfunction. Liver fibrosis mediates heart injury by abnormal protein deposition and inflammatory factors production. Skeletal muscle interacts with the sympathetic nervous system by metabolic signals. It also produces muscle factors, jointly affecting cardiac function. Metabolic syndrome, gut microbiota dysbiosis, immune system diseases, and iron deficiency promote the occurrence and development of HFpEF through metabolic changes, oxidative stress, and inflammatory responses. Therefore, the research on the extracardiac mechanisms of HFpEF has certain implications for model construction, mechanism research, and treatment strategy formulation.
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Affiliation(s)
- Siyu Wang
- Department of Cardiovascular Medicine, Second Xiangya Hospital, Central South University, Changsha 410011.
- Xiangya School of Medicine, Central South University, Changsha 410008, China.
| | - Yichao Xiao
- Department of Cardiovascular Medicine, Second Xiangya Hospital, Central South University, Changsha 410011.
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12
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Lampignano L, Niro A, Castellana F, Bortone I, Zupo R, Tirelli S, Tatoli R, Griseta C, De Nucci S, Sila A, De Pergola G, Conte C, Alessio G, Boscia F, Sborgia G, Giannelli G, Sardone R. Liver fibrosis and retinal features in an older Mediterranean population: Results from the Salus in Apulia study. Front Neurosci 2022; 16:1048375. [PMID: 36590297 PMCID: PMC9798127 DOI: 10.3389/fnins.2022.1048375] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 11/25/2022] [Indexed: 12/23/2022] Open
Abstract
Background Age is a leading contributor to the liver fibrosis rate and a gradual deterioration of optical function, but this association in older populations is still under-explored. The present study aimed to explore the link between vascular and neural retinal characteristics and the risk of liver fibrosis in 731 older adults from the population-based Salus in Apulia study. Methods Retinal features were obtained using optical coherence tomography (OCT) and OCT-angiography (OCT-A). Liver fibrosis risk was taken as the fibrosis-4 (FIB-4) score. Generalized linear models (logistic regression) were used to estimate the association effect between each unit increase of OCT and OCT-A parameters as independent variables and a FIB-4 ≥ 2.67 score as an outcome. Generalized additive models were used to assess the non-linear association between OCT-A features and the linear FIB-4 score. Results Increased gangliar cell complex (GCC) thickness was inversely associated with a FIB-4 score above the cut-off in both the raw model (OR: 0.98; 95% CI: 0.96-0.99; SE: 0.01) and after adjustment for age, sex, education, hypertension, diabetes, total cholesterol, and triglycerides (OR: 0.98; 95% CI: 0.97-0.99; SE: 0.01). Conclusion Our findings add to the growing volume of scientific literature demonstrating that liver fibrosis is associated with retinal neurodegeneration. This study raises a number of new questions, including whether OCT-A may be used to track the progression of metabolic abnormalities and define exact thresholds for predicting and classifying liver disease.
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Affiliation(s)
- Luisa Lampignano
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Alfredo Niro
- Eye Clinic, Hospital “SS. Annunziata”, Azienda Sanitaria Locale (ASL) Taranto, Taranto, Italy
| | - Fabio Castellana
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Ilaria Bortone
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Roberta Zupo
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Sarah Tirelli
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Rossella Tatoli
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Chiara Griseta
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Sara De Nucci
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Annamaria Sila
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Giovanni De Pergola
- Unit of Geriatrics and Internal Medicine, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
| | - Caterina Conte
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy,Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, Milan, Italy
| | - Giovanni Alessio
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Francesco Boscia
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Giancarlo Sborgia
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | | | - Gianluigi Giannelli
- Scientific Direction, National Institute of Gastroenterology IRCCS “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy
| | - Rodolfo Sardone
- Unit of Research Methodology and Data Sciences for Population Health, “Salus in Apulia Study”, National Institute of Gastroenterology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “Saverio de Bellis”, Research Hospital, Castellana Grotte, Italy,*Correspondence: Rodolfo Sardone, ; orcid.org/0000-0003-1383-1850
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13
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Tseng CH, Huang WM, Yu WC, Cheng HM, Chang HC, Hsu PF, Chiang CE, Chen CH, Sung SH. The fibrosis-4 score is associated with long-term mortality in different phenotypes of acute heart failure. Eur J Clin Invest 2022; 52:e13856. [PMID: 35975623 DOI: 10.1111/eci.13856] [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: 04/26/2022] [Revised: 08/13/2022] [Accepted: 08/15/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Fibrosis-4 score (FIB4) was a non-invasive surrogate to estimate the amount of liver scarring in chronic hepatitis. Considering the presence of increased central venous pressure and congestive hepatopathy in patients with decompensated heart failure, we therefore investigated the prognostic values of FIB4 in acute heart failure (AHF) patients. METHOD Patients hospitalised primarily for HF were drawn from an intramural registry. FIB4 was calculated according to age, aspartate aminotransferase, alanine aminotransferase and platelet count. All-cause mortality up to 5 years after discharge was obtained by linking to the national death registry. RESULTS Among a total of 1854 participants, 940 patients died during a mean follow-up of 28.3 ± 21.8 months. FIB4 score was related to mortality and the composite of cardiovascular death or HF rehospitalisation, independent of age, sex, left ventricular ejection fraction, left atrial dimension, sodium and haemoglobin levels, estimated glomerular filtration rate, comorbidities, and medications [hazard ratio and 95% confidence interval of mortality: 1.009 (1.002-1.015), and the composite of cardiovascular death or HF hospitalisation: 1.020 (1.010-1.031)]. The prognostic value of FIB4 was predominantly in the subjects with heart failure and preserved or mildly reduced ejection fraction (HFpEF and HFmrEF), or coronary artery disease (CAD) than the counterparts [interaction p-value <0.001, and 0.004, respectively]. CONCLUSIONS FIB4 was an independent predictor of survival in AHF patients, irrespective of the phenotypes of HF. The higher predictive value of mortality of FIB4 was observed in the subjects with HFpEF, HFmrEF or CAD.
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Affiliation(s)
- Chih-Hsueh Tseng
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wei-Min Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Kinmen Hospital, Ministry of Health and Welfare, Jinhu, Taiwan
| | - Wen-Chung Yu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hao-Min Cheng
- Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan.,Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hao-Chih Chang
- Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Taipei Veterans General Hospital Taoyuan Branch, Taoyuan, Taiwan
| | - Pai-Feng Hsu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chern-En Chiang
- Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.,General Clinical Research Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chen-Huan Chen
- Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan.,Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shih-Hsien Sung
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Internal Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Emergency and Critical Care Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
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14
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Chen B, Tang WHW, Rodriguez M, Corey KE, Sanyal AJ, Kamath PS, Bozkurt B, Virk HUH, Pressman GS, Lazarus JV, El-Serag HB, Krittanawong C. NAFLD in Cardiovascular Diseases: A Contributor or Comorbidity? Semin Liver Dis 2022; 42:465-474. [PMID: 36241194 DOI: 10.1055/s-0042-1757712] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) and cardiovascular diseases are both highly prevalent conditions around the world, and emerging data have shown an association between them. This review found several longitudinal and cross-sectional studies showing that NAFLD was associated with coronary artery disease, cardiac remodeling, aortic valve remodeling, mitral annulus valve calcifications, diabetic cardiomyopathy, diastolic cardiac dysfunction, arrhythmias, and stroke. Although the specific underlying mechanisms are not clear, many hypotheses have been suggested, including that metabolic syndrome might act as an upstream metabolic defect, leading to end-organ manifestations in both the heart and liver. Management of NAFLD includes weight loss through lifestyle interventions or bariatric surgery, and pharmacological interventions, often targeting comorbidities. Although there are no Food and Drug Administration-approved nonalcoholic steatohepatitis-specific therapies, several drug candidates have demonstrated effect in the improvement in fibrosis or nonalcoholic steatohepatitis resolution. Further studies are needed to assess the effect of those interventions on cardiovascular outcomes, the major cause of mortality in patients with NAFLD. In conclusion, a more comprehensive, multidisciplinary approach to diagnosis and management of patients with NAFLD and cardiovascular diseases is needed to optimize clinical outcomes.
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Affiliation(s)
- Bing Chen
- Department of Gastroenterology and Nutrition, Geisinger Medical Center, Danville, Pennsylvania
| | - W H Wilson Tang
- Heart Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - Mario Rodriguez
- John T. Milliken Department of Medicine, Division of Cardiovascular disease, Barnes-Jewish Hospital/Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Kathleen E Corey
- Liver Center, Gastroenterology Division, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Patrick S Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota
| | - Biykem Bozkurt
- Winters Center for Heart Failure Research, Cardiovascular Research Institute (B.B.), Baylor College of Medicine, DeBakey VA Medical Center, Houston, Texas
| | - Hafeez Ul Hassan Virk
- Harrington Heart & Vascular Institute, Case Western Reserve University, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Gregg S Pressman
- Division of Cardiovascular Diseases, Einstein Medical Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain.,Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Michael E. DeBakey Veterans Affairs Medical Center, Baylor College of Medicine, Houston, Texas.,Veterans Affairs Health Services Research and Development Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
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15
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Okamoto C, Tsukamoto O, Hasegawa T, Hitsumoto T, Matsuoka K, Amaki M, Kanzaki H, Izumi C, Takashima S, Ito S, Kitakaze M. Candidate Screening for Heart Failure With Preserved Ejection Fraction Clinic by Fib-4 Index From Subclinical Subjects. GASTRO HEP ADVANCES 2022; 2:170-181. [PMID: 39132617 PMCID: PMC11307393 DOI: 10.1016/j.gastha.2022.09.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 09/14/2022] [Indexed: 08/13/2024]
Abstract
Background and Aims Recognition of heart failure with preserved ejection fraction (HFpEF) at an early stage in mass screening is desirable, but difficult to achieve. We examined whether the fibrosis (Fib)-4 index, a simple index of liver stiffness/fibrosis, could be used as a screening tool to select candidates requiring expert diagnostics. Methods Individuals who participated in annual health checks between 2006 and 2007 in Arita-cho, Saga, Japan, with no history of cardiovascular disease and EF ≥ 50% were enrolled (total 710; 258 men; median age, 59 years). Results Participants were divided into 5 groups according to HFpEF risk: 215 (30%), 100 (14%), 171 (24%), 163 (23%), and 61 (9%) with Heart Failure Association (HFA)-PEFF scores of 0, 1, 2, 3, and 4-6 points, respectively. The highest HFpEF risk group (HFA-PEFF score, 4-6 points) showed poor prognosis for the clinical events of all-cause mortality and hospitalization for HF (log-rank test, P = .002). The Fib-4 index was correlated with HFpEF risk stratification (rs = 0.526), and increment in the Fib-4 index was independently linked to high HFpEF risk by multiple logistic regression analysis (adjusted odds ratio, 1.311; 95% confidence interval, 1.078-1.595; P = .007). The Fib-4 index stratified clinical prognosis (log-rank test, P < .001) was an independent predictor of all-cause mortality and hospitalization for HF (hazard ratio, 1.305; 95% confidence interval, 1.139-1.495; P < .001). Conclusion The Fib-4 index can be used to select appropriate candidates for a detailed examination of HFpEF in a subclinical population.
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Affiliation(s)
- Chisato Okamoto
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
- Department of Clinical Medicine and Development, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Osamu Tsukamoto
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
| | - Takuya Hasegawa
- Department of Cardiovascular Medicine, Garatia Hospital, Mino, Osaka, Japan
| | - Tatsuro Hitsumoto
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
| | - Ken Matsuoka
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
| | - Makoto Amaki
- Department of Clinical Medicine and Development, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Hideaki Kanzaki
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Chisato Izumi
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Seiji Takashima
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
| | - Shin Ito
- Department of Clinical Medicine and Development, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Masafumi Kitakaze
- Department of Medical Biochemistry, Osaka University Graduate School of Medicine/Frontier Biosciences, Suita, Osaka, Japan
- Department of Clinical Medicine and Development, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
- Department of Cardiovascular Medicine, Hanwa Memorial Hospital, Osaka, Osaka, Japan
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16
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Liu X, Chen W, Shao W, Jiang Y, Cao Z, He W, Wu M, Chen Z, Ma J, Chen Y, Yu P, Zhang Y, Wang J. Liver fibrosis scores and atrial fibrillation incidence in heart failure with preserved ejection fraction. ESC Heart Fail 2022; 9:3985-3994. [PMID: 35996808 PMCID: PMC9773713 DOI: 10.1002/ehf2.14087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 06/05/2022] [Accepted: 07/14/2022] [Indexed: 01/19/2023] Open
Abstract
AIM Non-alcoholic fatty liver disease (NAFLD)-related advanced liver fibrosis (Stage 3 or 4) was reported to be linked to worse prognosis in patients with heart failure with preserved ejection fraction (HFpEF). This study aims to assess the relationship between liver fibrosis scores and new-onset atrial fibrillation (AF) incidence in patients with HFpEF in the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist (TOPCAT) trial. METHODS AND RESULTS Baseline liver fibrosis levels, assessed by NAFLD fibrosis score (NFS) or Fibrosis-4 index (FIB-4), with AF incidence were expressed as hazard ratios (HRs) using the Cox proportional hazard model. The risk for advanced fibrosis was estimated to be 21.5% (447/2072) as assessed by FIB-4 (>3.25) and 4.2% (88/2072) as assessed by NFS (>0.676) in HFpEF patients without baseline AF. After a median follow-up of 3.11 years, 106 new-onset AF cases occurred. In multivariate analysis, elevated NFS [NFS = -1.455-0.676: HR 2.44, 95% confidence interval (CI) 1.27-4.68; NFS > 0.676: HR 3.36, 95% CI 1.27-6.80; per 1 unit increase: HR 1.15, 95% CI 1.01-1.32], not FIB-4 (FIB-4 = 1.45-3.25: HR 1.02, 95% CI 0.67-1.55; FIB-4 > 3.25: HR 1.69, 95% CI 0.76-3.79; per 1 unit increase: HR 1.13, 95% CI 0.93-1.37), was associated with increased AF incidence. The NFS (C-index 0.662), not FIB-4 (C-index 0.531), had a moderate predictive ability in predicting incident AF. CONCLUSIONS Among patients with HFpEF, the risk of advanced liver fibrosis is associated with an increased incidence of new-onset AF and may be a novel predictor for new-onset AF. Additional studies are needed to confirm our results.
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Affiliation(s)
- Xiao Liu
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular DiseaseSun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Wenya Chen
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Wen Shao
- Department of EndocrineThe Second Affiliated Hospital of Nanchang UniversityNanchangJiangxiChina
| | - Yuan Jiang
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Zhengyu Cao
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Wanbing He
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Maoxiong Wu
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Zhiteng Chen
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Jianyong Ma
- Department of Pharmacology and Systems PhysiologyUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
| | - Yangxin Chen
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Peng Yu
- Department of EndocrineThe Second Affiliated Hospital of Nanchang UniversityNanchangJiangxiChina
| | - Yuling Zhang
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular DiseaseSun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Jingfeng Wang
- Department of CardiologySun Yat‐sen Memorial Hospital of Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangdong Province Key Laboratory of Arrhythmia and ElectrophysiologySun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina,Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular DiseaseSun Yat‐sen Memorial Hospital, Sun Yat‐sen UniversityGuangzhouGuangdongChina
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17
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Kwan AC, Wei J, Lee BP, Luong E, Salto G, Nguyen TT, Botting PG, Liu Y, Ouyang D, Ebinger JE, Li D, Noureddin M, Thomson L, Berman DS, Merz CNB, Cheng S. Subclinical hepatic fibrosis is associated with coronary microvascular dysfunction by myocardial perfusion reserve index: a retrospective cohort study. Int J Cardiovasc Imaging 2022; 38:1579-1586. [PMID: 35107770 PMCID: PMC9343468 DOI: 10.1007/s10554-022-02546-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 01/27/2022] [Indexed: 11/05/2022]
Abstract
The heart-liver axis is of growing importance. Previous studies have identified independent association of liver dysfunction and fibrosis with adverse cardiac outcomes, but mechanistic pathways remain uncertain. We sought to understand the relations between the degree of hepatic fibrosis identified by the Fibrosis-4 (Fib-4) risk score and comprehensive cardiac MRI (CMR) measures of subclinical cardiac disease. We conducted a retrospective single-center cohort study of patients between 2011 and 2021. We identified consecutive patients who underwent a comprehensive CMR imaging protocol including contrast enhanced with stress/rest perfusion, and lacked pre-existing cardiovascular disease or perfusion abnormalities on CMR. We examined the association of hepatic fibrosis, using the Fib-4 score, with subclinical cardiac disease on CMR while adjusting for cardiometabolic traits. Given known associations of hepatic disease and coronary microvascular dysfunction, we prioritized analyses with the myocardial perfusion reserve index (MPRI), a marker of coronary microvascular function. Of the 66 patients in our study cohort, 54 were female (81%) and the mean age was 53.7 ± 15.3 years. We found that higher Fib-4 was associated with reduction in the MPRI (β [SE] - 1.12 [0.46], P = 0.02), after adjusting for cardiometabolic risk factors. Importantly, Fib-4 was not significantly associated with any other CMR phenotypes including measures of cardiac remodeling, inflammation, fibrosis, or dysfunction. We found evidence that hepatic fibrosis associated with coronary microvascular dysfunction, in the absence of overt associations with any other subclinical cardiac disease measures. These findings highlight a potentially important precursor pathway leading to development of subsequent heart-liver disease.
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Affiliation(s)
- Alan C Kwan
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA.
| | - Janet Wei
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Brian P Lee
- Department of Medicine, Keck School of Medicine of USC, Los Angeles, USA
| | - Eric Luong
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Gerran Salto
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Trevor-Trung Nguyen
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Patrick G Botting
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Yunxian Liu
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - David Ouyang
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Joseph E Ebinger
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Debiao Li
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Mazen Noureddin
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Louise Thomson
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Daniel S Berman
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - C Noel Bairey Merz
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
| | - Susan Cheng
- Division of Digestive and Liver Diseases, and Department of Imaging, Barbra Streisand Women's Heart Center, Biomedical Imaging Research Institute, Smidt Heart Institute Department of Cardiology, Cedars Sinai Medical Center, 127 S San Vicente Blvd #A3600, Los Angeles, CA, 90048, USA
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18
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Loosen S, Luedde M, Demir M, Luedde T, Kostev K, Roderburg C. An elevated FIB-4 score is not associated with cardiovascular events: a longitudinal analysis from 137 842 patients with and without chronic liver disease. Eur J Gastroenterol Hepatol 2022; 34:717-723. [PMID: 35412485 DOI: 10.1097/meg.0000000000002377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
BACKGROUND Liver diseases and cardiovascular diseases are closely associated. Noninvasive tests (NITs), such as the FIB-4 score, have been recommended by different guidelines to rule out advanced fibrosis and estimate the risk of liver-related outcomes in patients with chronic liver diseases (CLDs). However, the association of an elevated FIB-4 score with the development of myocardial infarction and/or stroke/transient ischemic attack (TIA) is unknown. METHODS By using the Disease Analyzer database (IQVIA), which compiles diagnoses, laboratory values as well as basic medical and demographic data of over 7.5 million patients followed in general practices in Germany, we identified 68 921 patients with available lab values for FIB-4 score calculation between 2005 and 2019. Patients with an FIB-4 score of less than 1.3 were matched 1:1 to patients with an FIB-4 score of at least 1.3 by age, sex and yearly consultation frequency. RESULTS In regression analysis, the incidence rate ratio (IRR) of myocardial infarction was similar among patients with an FIB-4 score of at least 1.3 compared with patients with a low FIB-4 score of less than 1.3, regardless of whether patients with or without preexisting liver disease were analyzed. Moreover, there was no significant increase in the IRR of stroke/TIA between patients with a high or low FIB-4 score, both in the general population and patients with CLD. CONCLUSION Our study suggests that the FIB-4 score is not associated with cardiovascular events both in the general population as well as in patients with CLD.
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Affiliation(s)
- Sven Loosen
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf
| | | | - Münevver Demir
- Department of Hepatology and Gastroenterology, Charité University Medicine Berlin, Berlin
| | | | | | - Christoph Roderburg
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf
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19
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Stratifying individuals into non-alcoholic fatty liver disease risk levels using time series machine learning models. J Biomed Inform 2022; 126:103986. [PMID: 35007752 DOI: 10.1016/j.jbi.2022.103986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/01/2021] [Accepted: 01/03/2022] [Indexed: 02/07/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) affects 25% of the population worldwide, and its prevalence is anticipated to increase globally. While most NAFLD patients are asymptomatic, NAFLD may progress to fibrosis, cirrhosis, cardiovascular disease, and diabetes. Research reports, with daunting results, show the challenge that NAFLD's burden causes to global population health. The current process for identifying fibrosis risk levels is inefficient, expensive, does not cover all potential populations, and does not identify the risk in time. Instead of invasive liver biopsies, we implemented a non-invasive fibrosis assessment process calculated from clinical data (accessed via EMRs/EHRs). We stratified patients' risks for fibrosis from 2007 to 2017 by modeling the risk in 5579 individuals. The process involved time-series machine learning models (Hidden Markov Models and Group-Based Trajectory Models) profiled fibrosis risk by modeling patients' latent medical status resulted in three groups. The high-risk group had abnormal lab test values and a higher prevalence of chronic conditions. This study can help overcome the inefficient, traditional process of detecting fibrosis via biopsies (that are also medically unfeasible due to their invasive nature, the medical resources involved, and costs) at early stages. Thus longitudinal risk assessment may be used to make population-specific medical recommendations targeting early detection of high risk patients, to avoid the development of fibrosis disease and its complications as well as decrease healthcare costs.
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20
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Fudim M, Zhong L, Patel KV, Khera R, Abdelmalek MF, Diehl AM, McGarrah RW, Molinger J, Moylan CA, Rao VN, Wegermann K, Neeland IJ, Halm EA, Das SR, Pandey A. Nonalcoholic Fatty Liver Disease and Risk of Heart Failure Among Medicare Beneficiaries. J Am Heart Assoc 2021; 10:e021654. [PMID: 34755544 PMCID: PMC8751938 DOI: 10.1161/jaha.121.021654] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) and heart failure (HF) are increasing in prevalence. The independent association between NAFLD and downstream risk of HF and HF subtypes (HF with preserved ejection fraction and HF with reduced ejection fraction) is not well established. Methods and Results This was a retrospective, cohort study among Medicare beneficiaries. We selected Medicare beneficiaries without known prior diagnosis of HF. NAFLD was defined using presence of 1 inpatient or 2 outpatient claims using International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM), claims codes. Incident HF was defined using at least 1 inpatient or at least 2 outpatient HF claims during the follow-up period (October 2015-December 2016). Among 870 535 Medicare patients, 3.2% (N=27 919) had a clinical diagnosis of NAFLD. Patients with NAFLD were more commonly women, were less commonly Black patients, and had a higher burden of comorbidities, such as diabetes, obesity, and kidney disease. Over a mean 14.3 months of follow-up, patients with (versus without) baseline NAFLD had a significantly higher risk of new-onset HF in unadjusted (6.4% versus 5.0%; P<0.001) and adjusted (adjusted hazard ratio [HR] [95% CI], 1.23 [1.18-1.29]) analyses. Among HF subtypes, the association of NAFLD with downstream risk of HF was stronger for HF with preserved ejection fraction (adjusted HR [95% CI], 1.24 [1.14-1.34]) compared with HF with reduced ejection fraction (adjusted HR [95% CI], 1.09 [0.98-1.2]). Conclusions Patients with NAFLD are at an increased risk of incident HF, with a higher risk of developing HF with preserved ejection fraction versus HF with reduced ejection fraction. The persistence of an increased risk after adjustment for clinical and demographic factors suggests an epidemiological link between NAFLD and HF beyond the basis of shared risk factors that requires further investigation.
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Affiliation(s)
- Marat Fudim
- Division of Cardiology Duke University Medical Center Durham NC.,Duke Clinical Research Institute Durham NC
| | - Lin Zhong
- Division of Cardiology University of Texas Southwestern Medical Center Dallas TX
| | - Kershaw V Patel
- Department of Cardiology Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - Rohan Khera
- Division of Cardiology Yale Medical Center New Haven CT
| | | | - Anna Mae Diehl
- Division of Gastroenterology Duke University Medical Center Durham NC
| | | | - Jeroen Molinger
- Division of Cardiology Duke University Medical Center Durham NC
| | - Cynthia A Moylan
- Division of Gastroenterology Duke University Medical Center Durham NC.,Durham Veterans Affairs Medical Center Durham NC
| | - Vishal N Rao
- Division of Cardiology Duke University Medical Center Durham NC.,Duke Clinical Research Institute Durham NC
| | - Kara Wegermann
- Division of Gastroenterology Duke University Medical Center Durham NC
| | - Ian J Neeland
- Harrington Heart and Vascular Institute University Hospitals Cleveland Medical CenterCase Western Reserve University School of Medicine Cleveland OH
| | - Ethan A Halm
- Division of Cardiology University of Texas Southwestern Medical Center Dallas TX
| | - Sandeep R Das
- Department of Internal Medicine Cardiology Division University of Texas Southwestern Medical Center Dallas TX
| | - Ambarish Pandey
- Department of Internal Medicine Cardiology Division University of Texas Southwestern Medical Center Dallas TX
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21
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Zupo R, Castellana F, De Nucci S, De Pergola G, Lozupone M, Bortone I, Castellana M, Sborgia G, Lampignano L, Giannelli G, Panza F, Sardone R. Liver Fibrosis and 8-Year All-Cause Mortality Trajectories in the Aging Cohort of the Salus in Apulia Study. Biomedicines 2021; 9:1617. [PMID: 34829846 PMCID: PMC8615636 DOI: 10.3390/biomedicines9111617] [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: 10/14/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 11/30/2022] Open
Abstract
Age is a major contributor to the liver fibrosis rate and its adverse health-related outcomes, including mortality, but older populations are still under-explored. We investigated multimorbidity and inflammatory biomarkers in relation to the increasing liver fibrosis risk to delineate 8-year all-cause mortality trajectories in 1929 older adults from the population-based Salus in Apulia Study. Liver fibrosis risk was assumed using the fibrosis-4 (FIB-4) score, assigned to three liver fibrosis risk groups (low, intermediate, high). In the secondary analyses, the APRI score was also calculated to allow for comparisons. Male subjects (prevalence difference: -13.49, 95% confidence interval (CI): -18.96 to -8.03), a higher multimorbidity burden (effect size, ES: -0.14, 95% CI: -0.26 to -0.02), a higher prevalence of physical frailty (ES: 6.77, 95% CI: 0.07 to 13.47), and a more pronounced inflammatory pattern as indicated by tumor growth factor-α circulating levels (ES: -0.12, 95% CI: -0.23 to -0.01) were significantly more common in the highest-risk FIB-4 score group. Liver function characterized by lipid profile and platelet levels worsened with increasing FIB-4 risk score. The 8-year risk of death was nearly double in subjects in the highest-risk FIB-4 score group, even after controlling for possible confounders. Furthermore, a steeper mortality curve was clearly observed for FIB-4 scores as compared with the APRI scoring system with respect to liver fibrosis risk. In conclusion, using a scoring tool based on simple routine biomarkers to detect liver fibrosis risk may enhance biological knowledge of age-related outcomes of chronic liver disease and be helpful in the clinical setting to identify subjects at risk for adverse health-related outcomes, including mortality.
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Affiliation(s)
- Roberta Zupo
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Fabio Castellana
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Sara De Nucci
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Giovanni De Pergola
- Unit of Geriatrics and Internal Medicine, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy;
| | - Madia Lozupone
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Ilaria Bortone
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Marco Castellana
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Giancarlo Sborgia
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari “Aldo Moro”, 70124 Bari, Italy;
| | - Luisa Lampignano
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Gianluigi Giannelli
- Scientific Direction, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70124 Bari, Italy;
| | - Francesco Panza
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
| | - Rodolfo Sardone
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, 70013 Bari, Italy; (R.Z.); (F.C.); (S.D.N.); (M.L.); (I.B.); (M.C.); (L.L.); (F.P.)
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22
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Shitole SG, Lazar JM, Hanna DB, Kim RS, Anastos K, Garcia MJ, Tien PC, Lima JAC, Kaplan RC, Kizer JR. HIV, hepatitis C virus and risk of new-onset left ventricular dysfunction in women. AIDS 2021; 35:1647-1655. [PMID: 33859109 PMCID: PMC8286303 DOI: 10.1097/qad.0000000000002920] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND HIV and HCV have each been linked with cardiac dysfunction. Studies of HIV have often lacked appropriate controls and primarily involved men, whereas data for HCV are sparse. METHODS We performed repeat echocardiography over a median interval of 12 years in participants from the Women's Interagency HIV Study in order to evaluate the relationships of HIV and HCV with incident left ventricular (LV) dysfunction (systolic or diastolic). RESULTS Of the 311 women included (age 39 ± 9), 70% were HIV-positive and 20% HCV-positive. Forty three participants (13.8%) developed LV dysfunction, of which 79.1% was diastolic. Compared with participants with neither infection, the group with HIV--HCV coinfection showed a significantly increased risk of incident LV dysfunction after adjustment for risk factors [RR = 2.96 (95% CI = 1.05-8.31)], but associations for the HCV monoinfected and HIV monoinfected groups were not statistically significant [RR = 2.54 (0.83-7.73) and RR = 1.66 (0.65-4.25), respectively]. Comparison of HCV-positive and HCV-negative women showed a significantly increased risk independent of covariates [RR = 1.96 (1.02-3.77)] but this was not the case for HIV-positive vs. HIV-negative women [RR = 1.43 (0.76-2.69)]. There was no evidence of HCV-by-HIV interaction. A more restrictive definition of LV diastolic dysfunction led to fewer incident cases, but a similar, though nonsignificant, risk estimate for HCV. CONCLUSION Among mostly middle-aged women, HCV but not HIV infection was associated with a pronounced risk of incident LV dysfunction. Although the influence of residual confounding cannot be excluded, these findings bolster the potential benefits that could be realized by adopting recent recommendations for expanding HCV screening and treatment.
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Affiliation(s)
- Sanyog G Shitole
- Cardiology Section, San Francisco VA Healthcare System and Department of Medicine, University of California San Francisco, San Francisco, CA
| | - Jason M Lazar
- Division of Cardiology, Department of Medicine, State University of New York Health Science Center - Brooklyn, Brooklyn
| | - David B Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine
| | - Ryung S Kim
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine
| | - Kathryn Anastos
- Division of General Internal Medicine, Department of Medicine
| | - Mario J Garcia
- Division of Cardiology, Department of Medicine, Albert Einstein College of Medicine and Montefiore Health System, Bronx, NY
| | - Phyllis C Tien
- Section of Infectious Diseases, San Francisco VA Healthcare System, and Departments of Medicine and Clinical Pharmacy, University of California San Francisco, San Francisco, CA
| | - João A C Lima
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Jorge R Kizer
- Cardiology Section, San Francisco VA Healthcare System and Department of Medicine, University of California San Francisco, San Francisco, CA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
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Peters AE, Pandey A, Ayers C, Wegermann K, McGarrah RW, Grodin JL, Abdelmalek MF, Bekfani T, Blumer V, Diehl AM, Moylan CA, Fudim M. Association of liver fibrosis risk scores with clinical outcomes in patients with heart failure with preserved ejection fraction: findings from TOPCAT. ESC Heart Fail 2021; 8:842-848. [PMID: 33586354 PMCID: PMC8006722 DOI: 10.1002/ehf2.13250] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/12/2021] [Accepted: 01/26/2021] [Indexed: 12/11/2022] Open
Abstract
Aims Non‐alcoholic fatty liver disease leads to progressive liver fibrosis and appears to be a frequent co‐morbid disease in heart failure with preserved ejection fraction (HFpEF). It is well known that liver fibrosis severity predicts future liver‐related morbidity and mortality, but its impact on outcomes in patients with HFpEF remains unknown. This analysis aimed to describe the prevalence of liver fibrosis, as assessed using surrogate biomarkers, in patients with HFpEF and the association of such biomarkers in predicting clinical outcomes in these patients. Methods and results Patients with HFpEF from TOPCAT Americas were included in the analysis. The non‐alcoholic fatty liver disease fibrosis score (NFS) and fibrosis‐4 (FIB‐4) scores were calculated using a combination of clinical characteristics and laboratory parameters. Risk of advanced fibrosis was classified as low, intermediate, and high. For the 1423 with sufficient data, we used Cox regression analysis to test the association between the risk of fibrosis severity and the combined primary endpoint of all cardiovascular death, aborted cardiac arrest, and hospitalization for heart failure. Advanced fibrosis, as determined by high fibrosis scores, was present in 37.57% by the NFS and 8.02% by the FIB‐4. Higher risk of advanced hepatic fibrosis was associated with older age. In unadjusted models, the risk of advanced fibrosis was associated with the primary cardiovascular outcome [NFS high vs. low, hazard ratio (HR) 1.709 (95% confidence interval, CI 1.238–2.358, P = 0.0011) and FIB‐4 high vs. low, HR 1.561 (95% CI 1.139–2.140, P = 0.0056)]. After multivariable adjustment, this association was diminished [NFS high vs. low, HR 1.349 (95% CI 0.938–1.939, P = 0.1064) and FIB‐4 high vs. low, HR 1.415 (95% CI 0.995–2.010, P = 0.0531)]. Conclusions Our study suggests that advanced liver fibrosis, as estimated by fibrosis risk scores, may not be uncommon in patients with HFpEF, and there appears to be a limited independent association between liver fibrosis risk scores and clinical outcomes related to heart failure events.
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Affiliation(s)
- Anthony E Peters
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Ambarish Pandey
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Colby Ayers
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Kara Wegermann
- Division of Gastroenterology, Duke University Medical Center, Durham, NC, USA
| | - Robert W McGarrah
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Justin L Grodin
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Manal F Abdelmalek
- Division of Gastroenterology, Duke University Medical Center, Durham, NC, USA
| | - Tarek Bekfani
- Department of Internal Medicine I, Division of Cardiology, Angiology and Intensive Medical Care, University Hospital Magdeburg, Magdeburg, Germany
| | - Vanessa Blumer
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Anna Mae Diehl
- Division of Gastroenterology, Duke University Medical Center, Durham, NC, USA
| | - Cynthia A Moylan
- Division of Gastroenterology, Duke University Medical Center, Durham, NC, USA
| | - Marat Fudim
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
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24
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Sugawara Y, Yoshihisa A, Ishibashi S, Matsuda M, Yamadera Y, Ohara H, Ichijo Y, Watanabe K, Hotsuki Y, Anzai F, Sato Y, Kimishima Y, Yokokawa T, Misaka T, Yamada S, Sato T, Kaneshiro T, Oikawa M, Kobayashi A, Takeishi Y. Liver Congestion Assessed by Hepatic Vein Waveforms in Patients With Heart Failure. CJC Open 2021; 3:778-786. [PMID: 34169257 PMCID: PMC8209365 DOI: 10.1016/j.cjco.2021.02.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 02/03/2021] [Indexed: 01/05/2023] Open
Abstract
Background It has been reported that the pattern of hepatic vein (HV) waveforms determined by abdominal ultrasonography is useful for the diagnosis of hepatic fibrosis in patients with chronic liver disease. We aim to clarify the clinical implications of HV waveform patterns in patients with heart failure (HF). Methods We measured HV waveforms in 350 HF patients, who were then classified into 3 categories based on their waveforms: those with a continuous pattern (C group); those whose V wave ran under the baseline (U group), and those with a reversed V wave (R group). We performed right-heart catheterization, and examined the rate of postdischarge cardiac events, such as cardiac death and rehospitalization due to worsening HF. Results The number of patients in each of the 3 HV waveform groups was as follows: C group, n = 158; U group, n = 152, and R group, n = 40. The levels of B-type natriuretic peptide (R vs C and U; 245.8 vs 111.7 and 216.6 pg/mL; P < 0.01) and mean right atrial pressure (10.5 vs 6.7 and 7.2 mm Hg; P < 0.01) were highest in the R group compared with the other groups. The Kaplan-Meier analysis found that cardiac event–free rates were lowest in the R group among all groups (log-rank P < 0.001). In the multivariable Cox proportional hazard analysis, the R group was found to be an independent predictor of cardiac events (hazard ratio, 4.90; 95% confidence interval, 2.23-10.74; P < 0.01). Conclusion Among HF patients, those with reversed V waves had higher right atrial pressure and were at higher risk of adverse prognosis.
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Affiliation(s)
- Yukiko Sugawara
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Akiomi Yoshihisa
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Shinji Ishibashi
- Department of Clinical Laboratory Medicine, Fukushima Medical University Hospital, Fukushima, Japan
| | - Mitsuko Matsuda
- Department of Clinical Laboratory Medicine, Fukushima Medical University Hospital, Fukushima, Japan
| | - Yukio Yamadera
- Department of Clinical Laboratory Medicine, Fukushima Medical University Hospital, Fukushima, Japan
| | - Himika Ohara
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Yasuhiro Ichijo
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Koichiro Watanabe
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Yu Hotsuki
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Fumiya Anzai
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Yu Sato
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Yusuke Kimishima
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Tetsuro Yokokawa
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Tomofumi Misaka
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Shinya Yamada
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Takamasa Sato
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Takashi Kaneshiro
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Masayoshi Oikawa
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Atsushi Kobayashi
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
| | - Yasuchika Takeishi
- Department of Cardiovascular Medicine Fukushima Medical University Hospital, Fukushima, Japan
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