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Nishida Y, Anzai T, Takahashi K, Kozuma T, Kanda E, Yamauchi K, Katsukawa F. Multimorbidity patterns in the working age population with the top 10% medical cost from exhaustive insurance claims data of Japan Health Insurance Association. PLoS One 2023; 18:e0291554. [PMID: 37768909 PMCID: PMC10538783 DOI: 10.1371/journal.pone.0291554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 08/31/2023] [Indexed: 09/30/2023] Open
Abstract
Although the economic burden of multimorbidity is a growing global challenge, the contribution of multimorbidity in patients with high medical expenses remains unclear. We aimed to clarify multimorbidity patterns that have a large impact on medical costs in the Japanese population. We conducted a cross-sectional study using health insurance claims data provided by the Japan Health Insurance Association. Latent class analysis (LCA) was used to identify multimorbidity patterns in 1,698,902 patients who had the top 10% of total medical costs in 2015. The present parameters of the LCA model included 68 disease labels that were frequent among this population. Moreover, subgroup analysis was performed using a generalized linear model (GLM) to assess the factors influencing annual medical cost and 5-year mortality. As a result of obtaining 30 latent classes, the kidney disease class required the most expensive cost per capita, while the highest portion (28.6%) of the total medical cost was spent on metabolic syndrome (MetS) classes, which were characterized by hypertension, dyslipidemia, and type 2 diabetes. GLM applied to patients with MetS classes showed that cardiovascular diseases or complex conditions, including malignancies, were powerful determinants of medical cost and mortality. MetS was classified into 7 classes based on real-world data and accounts for a large portion of the total medical costs. MetS classes with cardiovascular diseases or complex conditions, including malignancies, have a significant impact on medical costs and mortality.
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Affiliation(s)
- Yuki Nishida
- Department of Biostatistics, M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
- Graduate School of Health Management, Keio University, Yokohama, Kanagawa, Japan
- Sports Medicine Research Center, Keio University, Yokohama, Kanagawa, Japan
| | - Tatsuhiko Anzai
- Department of Biostatistics, M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kunihiko Takahashi
- Department of Biostatistics, M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takahide Kozuma
- Department of Internal Medicine, School of Medicine, Keio University, Tokyo, Japan
| | - Eiichiro Kanda
- Medical Science, Kawasaki Medical School, Okayama, Japan
| | - Keita Yamauchi
- Graduate School of Health Management, Keio University, Yokohama, Kanagawa, Japan
| | - Fuminori Katsukawa
- Sports Medicine Research Center, Keio University, Yokohama, Kanagawa, Japan
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Carvalho KD, Daltro C, Rocha R, Cotrim HP. Nonalcoholic fatty liver disease: A risk factor for chronic kidney disease. Ann Hepatol 2023; 28:101122. [PMID: 37271483 DOI: 10.1016/j.aohep.2023.101122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/15/2023] [Accepted: 05/18/2023] [Indexed: 06/06/2023]
Affiliation(s)
- Kellyane Dias Carvalho
- Post- graduate Program in Medicine and Health - Medicine School, Federal University of Bahia, Brazil
| | - Carla Daltro
- Post- graduate Program in Medicine and Health - Medicine School, Federal University of Bahia, Brazil
| | - Raquel Rocha
- Post- graduate Program in Medicine and Health - Medicine School, Federal University of Bahia, Brazil
| | - Helma P Cotrim
- Post- graduate Program in Medicine and Health - Medicine School, Federal University of Bahia, Brazil.
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Yesil EE, Yilmaz Y, Yesil A, Mese M, Kaya E, Bakir EA. Prevalence of metabolic dysfunction-associated fatty liver disease in kidney transplant recipients: A cross-sectional study using FibroScan. HEPATOLOGY FORUM 2023; 4:14-18. [PMID: 36843889 PMCID: PMC9951894 DOI: 10.14744/hf.2022.2022.0038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/29/2022] [Accepted: 12/06/2022] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND AIM Metabolic dysfunction-associated fatty liver disease (MAFLD) is expected to be prevalent among kidney transplant recipients (KTRs). In this study, we evaluated the prevalence of MAFLD among KTRs, data that have not been investigated by any clinical study to date. MATERIALS AND METHODS We included a total of 52 KTRs and 53 age-, sex-, and BMI-matched individuals as the control group through prospective consecutive recruitment. We detected the presence of hepatic steatosis and liver fibrosis using the controlled attenuation parameter (CAP) and liver stiffness measurement (LSM) defined by FibroScan. RESULTS Among the KTRs, 18 (34.6%) had metabolic syndrome. The prevalence of MAFLD among the KTRs and controls was 42.3% and 51.9%, respectively (p=0.375). The CAP and LSM values did not differ significantly between the KTRs and controls (p=0.222 and p=0.119). Among the KTRs, patients with MAFLD had significantly higher age, BMI, waist circumference, LDL, and total cholesterol levels (p<0.001, p=0.011, p=0.033, p=0.022, and p=0.029, respectively). In multivariable analysis, age was the only independent factor for MAFLD among the KTRs (OR: 1.120, 95% confidence interval (CI): 1.039-1.208). CONCLUSION MAFLD among KTRs did not show a significantly higher prevalence compared to the normal population. Further clinical studies with larger populations are needed.
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Affiliation(s)
- Ezgi Ersoy Yesil
- Department of Nephrology, Umraniye Training and Research Hospital, Istanbul, Turkiye
| | - Yusuf Yilmaz
- Department of Gastroenterology, Marmara University Faculty of Medicine, Istanbul, Turkiye
| | - Atakan Yesil
- Department of Gastroenterology, Istanbul Health and Technology University Faculty of Medicine, Istanbul, Turkiye
| | - Meral Mese
- Department of Nephrology, Kartal Training and Research Hospital, Istanbul, Turkiye
| | - Eda Kaya
- Department of Internal Medicine, University Hospital Knappschaftskrankenhaus, Ruhr University Bochum, Bochum, Germany
| | - Elif Ari Bakir
- Department of Nephrology, Kartal Training and Research Hospital, Istanbul, Turkiye
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Huang Y, Zhou Y, Wang Y, Chi J, Lv W, Wang Y, Chen Y. The Negative Association Between NAFLD Severity and CKD in a Non-Diabetic Gouty Population. Horm Metab Res 2022; 54:325-334. [PMID: 35378561 DOI: 10.1055/a-1815-7559] [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: 11/04/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) and chronic kidney disease (CKD) share common pathogenic mechanisms and risk factors. We aim to evaluate the association between NAFLD and CKD in a non-diabetic gouty population. The retrospective cross sectional study was performed on 1049 non-diabetic gouty participants, who were hospitalized between 2014 and 2020, across 4 districts in Shandong, China. Demographic and clinical characteristics of the study population were collected. The odds ratios (OR) and corresponding 95% confidence intervals (CI) about the NAFLD severity determined by ultrasonography were obtained by multiple logistic regression analysis. An unexpectedly inverse relationship was found between NAFLD severity and the risk of CKD in people with gout. Multivariate logistic regression analysis demonstrated that a higher degree of NAFLD severity is independently associated with a lower risk of CKD in people with gout, after adjusted for age, sex, smoking, gout duration, and metabolic risk factors including obesity, hypertension, hyperglycemia, hyperuricemia, and dyslipidemia, with OR 0.392 (95% CI 0.248-0.619, p<0.001), 0.379 (95% CI 0.233-0.616, p<0.001) and 0.148 (95% CI 0.043-0.512, p=0.003) in participants with mild, moderate, and severe NAFLD, respectively, compared to those without NAFLD. We also observed a weakened association of serum uric acid (SUA) with metabolic risk factors and NAFLD under circumstances of CKD in people with gout (r=-0.054, p=0.466). In conclusion, the presence and severity of NAFLD were negatively associated with the risk of CKD in the non-diabetic gouty population.
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Affiliation(s)
- Yajing Huang
- Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yue Zhou
- Endocrinology and Metabolism, Fudan University, Shanghai, China
| | - Yahao Wang
- Endocrinology and Metabolism, Fudan University, Shanghai, China
| | - Jingwei Chi
- Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenshan Lv
- Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yangang Wang
- Endocrinology and Metabolism, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ying Chen
- Endocrinology, The Affiliated Hospital of Qingdao University, Qingdao, China
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Kaya E, Yilmaz Y. Metabolic-associated Fatty Liver Disease (MAFLD): A Multi-systemic Disease Beyond the Liver. J Clin Transl Hepatol 2022; 10:329-338. [PMID: 35528971 PMCID: PMC9039705 DOI: 10.14218/jcth.2021.00178] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 08/19/2021] [Accepted: 09/17/2021] [Indexed: 02/05/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a multisystemic clinical condition that presents with a wide spectrum of extrahepatic manifestations, such as obesity, type 2 diabetes mellitus, metabolic syndrome, cardiovascular diseases, chronic kidney disease, extrahepatic malignancies, cognitive disorders, and polycystic ovarian syndrome. Among NAFLD patients, the most common mortality etiology is cardiovascular disorders, followed by extrahepatic malignancies, diabetes mellitus, and liver-related complications. Furthermore, the severity of extrahepatic diseases is parallel to the severity of NAFLD. In clinical practice, awareness of the associations of concomitant diseases is of major importance for initiating prompt and timely screening and multidisciplinary management of the disease spectrum. In 2020, a consensus from 22 countries redefined the disease as metabolic (dysfunction)-associated fatty liver disease (MAFLD), which resulted in the redefinition of the corresponding population. Although the patients diagnosed with MAFLD and NAFLD mostly overlap, the MAFLD and NAFLD populations are not identical. In this review, we compared the associations of key extrahepatic diseases between NAFLD and MAFLD.
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Affiliation(s)
- Eda Kaya
- Department of Internal Medicine, Ruhr University Bochum, University Hospital Knappschaftskrankenhaus Bochum, Bochum, Germany
| | - Yusuf Yilmaz
- Department of Gastroenterology, School of Medicine, Marmara University, Istanbul, Turkey
- Liver Research Unit, Institute of Gastroenterology, Marmara University, Istanbul, Turkey
- Correspondence to: Yusuf Yilmaz, Marmara Universitesi, Gastroenteroloji Enstitusu, P.K. 53, Basibuyuk, Maltepe 34840 Istanbul, Turkey. ORCID: https://orcid.org/0000-0003-4518-5283. Tel: +90-5334403995, Fax: +90-2166886681, E-mail:
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Yang M, Kimchi ET, Staveley-O’Carroll KF, Li G. Astaxanthin Prevents Diet-Induced NASH Progression by Shaping Intrahepatic Immunity. Int J Mol Sci 2021; 22:ijms222011037. [PMID: 34681695 PMCID: PMC8541356 DOI: 10.3390/ijms222011037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 02/07/2023] Open
Abstract
Dietary change leads to a precipitous increase in non-alcoholic fatty liver disease (NAFLD) from simple steatosis to the advanced form of non-alcoholic steatohepatitis (NASH), affecting approximately 25% of the global population. Although significant efforts greatly advance progress in clarifying the pathogenesis of NAFLD and identifying therapeutic targets, no therapeutic agent has been approved. Astaxanthin (ASTN), a natural antioxidant product, exerts an anti-inflammation and anti-fibrotic effect in mice induced with carbon tetrachloride (CCl4) and bile duct ligation (BDL); thus, we proposed to further investigate the potential effect of ASTN on a diet-induced mouse NASH and liver fibrosis, as well as the underlying cellular and molecular mechanisms. By treating pre-development of NASH in mice induced with a choline-deficient, L-amino acid-defined, high-fat diet (CDAHFD), we have demonstrated that oral administration ASTN preventively ameliorated NASH development and liver fibrosis by modulating the hepatic immune response, liver inflammation, and oxidative stress. Specifically, ASTN treatment led to the reduction in liver infiltration of monocyte-derived macrophages, hepatic stellate cell (HSC) activation, oxidative stress response, and hepatocyte death, accompanied by the decreased hepatic gene expression of proinflammatory cytokines such as TNF-α, TGF-β1, and IL-1β. In vitro studies also demonstrated that ASTN significantly inhibited the expression of proinflammatory cytokines and chemokine CCL2 in macrophages in response to lipopolysaccharide (LPS) stimulation. Overall, in vivo and in vitro studies suggest that ASTN functions as a promising therapeutic agent to suppress NASH and liver fibrosis via modulating intrahepatic immunity.
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Affiliation(s)
- Ming Yang
- Department of Surgery, University of Missouri, Columbia, MO 65212, USA; (M.Y.); (E.T.K.)
| | - Eric T. Kimchi
- Department of Surgery, University of Missouri, Columbia, MO 65212, USA; (M.Y.); (E.T.K.)
- Harry S. Truman Memorial VA Hospital, Columbia, MO 65201, USA
| | - Kevin F. Staveley-O’Carroll
- Department of Surgery, University of Missouri, Columbia, MO 65212, USA; (M.Y.); (E.T.K.)
- Harry S. Truman Memorial VA Hospital, Columbia, MO 65201, USA
- Correspondence: (K.F.S.-O.); (G.L.)
| | - Guangfu Li
- Department of Surgery, University of Missouri, Columbia, MO 65212, USA; (M.Y.); (E.T.K.)
- Harry S. Truman Memorial VA Hospital, Columbia, MO 65201, USA
- Department of Molecular Microbiology and Immunology, University of Missouri, Columbia, MO 65212, USA
- Correspondence: (K.F.S.-O.); (G.L.)
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Lipid Disorders in NAFLD and Chronic Kidney Disease. Biomedicines 2021; 9:biomedicines9101405. [PMID: 34680522 PMCID: PMC8533451 DOI: 10.3390/biomedicines9101405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/19/2021] [Accepted: 09/30/2021] [Indexed: 12/19/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver dysfunction and is characterized by exaggerated lipid accumulation, inflammation and even fibrosis. It has been shown that NAFLD increases the risk of other chronic diseases, particularly chronic kidney disease (CKD). Lipid in excess could lead to liver and kidney lesions and even end-stage disease through diverse pathways. Dysregulation of lipid uptake, oxidation or de novo lipogenesis contributes to the toxic effects of ectopic lipids which promotes the development and progression of NAFLD and CKD via triggering oxidative stress, apoptosis, pro-inflammatory and profibrotic responses. Importantly, dyslipidemia and release of pro-inflammatory cytokines caused by NAFLD (specifically, nonalcoholic steatohepatitis) are considered to play important roles in the pathological progression of CKD. Growing evidence of similarities between the pathogenic mechanisms of NAFLD and those of CKD has attracted attention and urged researchers to discover their common therapeutic targets. Here, we summarize the current understanding of molecular aberrations underlying the lipid metabolism of NAFLD and CKD and clinical evidence that suggests the relevance of these pathways in humans. This review also highlights the orchestrated inter-organ cross-talk in lipid disorders, as well as therapeutic options and opportunities to counteract NAFLD and CKD.
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Umbro I, Baratta F, Angelico F, Del Ben M. Nonalcoholic Fatty Liver Disease and the Kidney: A Review. Biomedicines 2021; 9:1370. [PMID: 34680486 PMCID: PMC8533178 DOI: 10.3390/biomedicines9101370] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 09/23/2021] [Accepted: 09/28/2021] [Indexed: 12/23/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is associated with several extrahepatic manifestations such as cardiovascular disease and sleep apnea. Furthermore, NAFLD is reported to be associated with an increased risk of incident chronic kidney disease (CKD). Inflammation and oxidative stress are suggested to be the key factors involved in the inflammatory mechanisms and pathways linking NAFLD to CKD and are responsible for both the pathogenesis and the progression of CKD in NAFLD patients. This review aims to provide a more comprehensive overview of the association between CKD and NAFLD, also considering the effect of increasing severity of NAFLD. A PubMed search was conducted using the terms "non-alcoholic fatty liver disease AND kidney". In total, 537 articles were retrieved in the last five years and 12 articles were included in the qualitative analysis. Our results showed that CKD developed more frequently in NAFLD patients compared to those without NAFLD. This association persisted after adjustment for traditional risk factors and according to the severity of NAFLD. Therefore, patients with NAFLD should be considered at high risk of CKD. Intensive multidisciplinary surveillance over time is needed, where hepatologists and nephrologists must act together for better and earlier treatment of NAFLD patients.
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Affiliation(s)
- Ilaria Umbro
- Geramed Dialysis Center, Fiano Romano, 00065 Rome, Italy
| | - Francesco Baratta
- Department of Clinical Internal, Anesthesiological and Cardiovascular Sciences, Sapienza University of Rome, 00161 Rome, Italy; (F.B.); (M.D.B.)
| | - Francesco Angelico
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, 00161 Rome, Italy;
| | - Maria Del Ben
- Department of Clinical Internal, Anesthesiological and Cardiovascular Sciences, Sapienza University of Rome, 00161 Rome, Italy; (F.B.); (M.D.B.)
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Di Sessa A, Guarino S, Passaro AP, Liguori L, Umano GR, Cirillo G, Miraglia Del Giudice E, Marzuillo P. NAFLD and renal function in children: is there a genetic link? Expert Rev Gastroenterol Hepatol 2021; 15:975-984. [PMID: 33851883 DOI: 10.1080/17474124.2021.1906649] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Introduction: Over the past decades, a large amount of both adult and pediatric data has shown relationship between Nonalcoholic Fatty Liver Disease (NAFLD) and chronic kidney disease (CKD), resulting in an overall increased cardiometabolic burden. In view of the remarkable role of the genetic background in the NAFLD pathophysiology, a potential influence of the major NAFLD polymorphisms (e.g. the I148M variant of the Patatin-like phospholipase containing domain 3 (PNPLA3) gene, the E167K allele of the Transmembrane 6 superfamily member 2 (TM6SF2), the hydroxysteroid 17-beta dehydrogenase 13 (HSD17B13), and the Membrane bound O-acyltransferase domain containing 7-transmembrane channel-like 4 (MBOAT7-TMC4) genes) on renal function has been supposed. A shared metabolic and proinflammatory pathogenesis has been hypothesized, but the exact mechanism is still unknown.Areas covered: We provide a comprehensive review of the potential genetic link between NAFLD and CKD in children. Convincing both adult and pediatric evidence supports this association, but there is some dispute especially in childhood.Expert opinion: Evidence supporting a potential genetic link between NAFLD and CKD represents an intriguing aspect with a major clinical implication because of its putative role in improving strategy programs to counteract the higher cardiometabolic risk of these patients.
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Affiliation(s)
- Anna Di Sessa
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Stefano Guarino
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Antonio Paride Passaro
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Laura Liguori
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Giuseppina Rosaria Umano
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Grazia Cirillo
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Emanuele Miraglia Del Giudice
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Pierluigi Marzuillo
- Department of Woman Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Napoli, Italy
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Deng Y, Zhao Q, Gong R. Association Between Metabolic Associated Fatty Liver Disease and Chronic Kidney Disease: A Cross-Sectional Study from NHANES 2017-2018. Diabetes Metab Syndr Obes 2021; 14:1751-1761. [PMID: 33911888 PMCID: PMC8075735 DOI: 10.2147/dmso.s292926] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 03/20/2021] [Indexed: 02/05/2023] Open
Abstract
PURPOSE In 2020, an international expert consensus proposed a novel concept, defined as metabolic associated fatty liver disease (MAFLD). We aimed to investigate the association between MAFLD and chronic kidney disease (CKD). METHODS A total of 4869 subjects with demographic data, laboratory tests, and ultrasound transient elastography from National Health and Nutrition Examination Surveys of the United States (NHANES) 2017-2018 were included in the study. Statistical analysis was performed to test the independent association between the demographic data, laboratory tests, and non-invasive liver fibrosis scores in subjects with different subgroups of MAFLD. RESULTS A total of 4869 subjects were identified in the NHANES 2017-2018, of which 1032 (21.2%) subjects were diagnosed with CKD. There was a higher prevalence of CKD in MAFLD subjects than in non-MALFD subjects (22.2% vs 19.1, p=0.048). After 1:1 propensity score matching by gender, age and race, we enrolled 1983 subjects with MAFLD diagnosed based on liver ultrasound transient elastography and 1983 PS-matched subjects without MAFLD. MAFLD was not independently associated with CKD after PSM. Further investigation showed that age (OR: 1.05, 95% CI: 1.03~1.05, p<0.001), hypertension (OR: 1.66, 95% CI: 1.38~2.00, p<0.001), DM (OR: 2.21, 95% CI: 1.89~3.11, p<0.001), hyperuricemia (OR: 1.91, 95% CI: 1.55~2.36, p<0.001), ALP (OR: 1.00, 95% CI: 1.00~1.01, p=0.010), and FIB-4 score (OR: 1.23, 95% CI: 1.05~1.01, p=0.011) were independently associated with CKD. In the subgroup analysis, the subgroups of MAFLD complicated with DM, age, hypertension, and hyperuricemia were independently related to the incidence of CKD. In the subgroup of DM without MAFLD, age, hyperuricemia, ALP, and NFS score were independently related to the incidence of CKD. In the subgroup of MAFLD without DM, age, hypertension, hyperuricemia, and ALP were independently related to the incidence of CKD. CONCLUSION Based on the NHANES 2017-2018, MAFLD was not independently associated with CKD. Thus, the link between MAFLD and CKD may be mediated by metabolic abnormalities, such as diabetes mellitus and hyperuricemia.
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Affiliation(s)
- Yunlei Deng
- Department of Nephrology, The Chengdu Second Affiliated Hospital of Chongqing Medical University, The Third People’s Hospital of Chengdu, Chengdu, People’s Republic of China
| | - Qianwen Zhao
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Rong Gong
- Department of Nephrology, The Chengdu Second Affiliated Hospital of Chongqing Medical University, The Third People’s Hospital of Chengdu, Chengdu, People’s Republic of China
- Correspondence: Rong Gong Department of Nephrology, The Chengdu Second Affiliated Hospital of Chongqing Medical University, The Third People’s Hospital of Chengdu, 37# Qinglong Street, Qingyang District, Chengdu, Sichuan Province, People’s Republic of ChinaTel +86 159 8217 4685 Email
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