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Fountoulakis N, Miyamoto Y, Pavkov ME, Karalliedde J, Maltese G. Pathophysiology of vascular ageing and the effect of novel cardio-renal protective medications in preventing progression of chronic kidney disease in people living with diabetes. Diabet Med 2025; 42:e15464. [PMID: 39497615 PMCID: PMC11733662 DOI: 10.1111/dme.15464] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 10/15/2024] [Accepted: 10/16/2024] [Indexed: 01/16/2025]
Abstract
AIM Among people with diabetes those with chronic kidney disease (CKD) have a reduced life expectancy with increased risk of cardiovascular disease (CVD) a major contributor to morbidity and mortality. CKD related to diabetes is growing worldwide and is one of the leading causes of kidney failure globally. Diabetes is associated with accelerated vascular ageing and the related mechanisms and mediators that drive the progression of CKD and CVD disease in people with diabetes may help provide insights into the pathophysiology of cardio-renal complications and guide treatment interventions in people with diabetes. METHODS We conducted a narrative review of the literature using PubMed for English language articles that contained keywords that related to diabetes, chronic or diabetic kidney disease, ageing, cellular senescence, arterial stiffness, Klotho and sirtuins, sodium-glucose co-transporter-2 (SGLT-2) inhibitors, renin angiotensin aldosterone system (RAAS) and glucagon-like peptide-1 (GLP-1) receptor agonists. RESULTS Progressive kidney disease in diabetes is associated with accelerated ageing driven in part by multiple processes such as cellular senescence, inflammation, oxidative stress and circulating uremic toxins. This accelerated ageing phenotype contributes to increased arterial stiffness, endothelial dysfunction, cognitive decline and muscle wasting, thereby elevating morbidity and mortality in individuals with diabetes and CKD. Deficiency of the kidney-derived anti-ageing hormone Klotho and reduced sirtuin levels play pivotal roles in these ageing pathways. Dietary, lifestyle and pharmacological interventions targeting vascular ageing may help reduce the progression of CKD and associated CVD in people with diabetes. The current standard of care and pillars of treatment for kidney disease such as RAAS inhibitors, SGLT-2 inhibitors and GLP-1 receptor agonists all influence pathways involved in vascular ageing. CONCLUSIONS A multifactorial intervention to prevent the development of CKD by targeting traditional risk factors as well as treatment with novel agents with cardio-renal beneficial effects can prevent accelerated ageing and extend lifespan in people with diabetes.
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Affiliation(s)
- Nikolaos Fountoulakis
- School of Cardiovascular, Metabolic Medicine and SciencesKing's College LondonLondonUK
| | | | - Meda E. Pavkov
- Centers for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Janaka Karalliedde
- School of Cardiovascular, Metabolic Medicine and SciencesKing's College LondonLondonUK
| | - Giuseppe Maltese
- School of Cardiovascular, Metabolic Medicine and SciencesKing's College LondonLondonUK
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Päeske L, Hinrikus H, Lass J, Põld T, Bachmann M. The Impact of the Natural Level of Blood Biochemicals on Electroencephalographic Markers in Healthy People. SENSORS (BASEL, SWITZERLAND) 2024; 24:7438. [PMID: 39685972 DOI: 10.3390/s24237438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/10/2024] [Accepted: 11/20/2024] [Indexed: 12/18/2024]
Abstract
This study aims to investigate the association between the natural level of blood biomarkers and electroencephalographic (EEG) markers. Resting EEG theta, alpha (ABP), beta, and gamma frequency band powers were selected as linear EEG markers indicating the level of EEG power, and Higuchi's fractal dimension (HFD) as a nonlinear EEG complexity marker reflecting brain temporal dynamics. The impact of seven different blood biomarkers, i.e., glucose, protein, lipoprotein, HDL, LDL, C-reactive protein, and cystatin C, was investigated. The study was performed on a group of 52 healthy participants. The results of the current study show that one linear EEG marker, ABP, is correlated with protein. The nonlinear EEG marker (HFD) is correlated with protein, lipoprotein, C-reactive protein, and cystatin C. A positive correlation with linear EEG power markers and a negative correlation with the nonlinear complexity marker dominate in all brain areas. The results demonstrate that EEG complexity is more sensitive to the natural level of blood biomarkers than the level of EEG power. The reported novel findings demonstrate that the EEG markers of healthy people are influenced by the natural levels of their blood biomarkers related to their everyday dietary habits. This knowledge is useful in the interpretation of EEG signals and contributes to obtaining information about people quality of life and well-being.
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Affiliation(s)
- Laura Päeske
- Department of Health Technologies, Tallinn University of Technology, 19086 Tallinn, Estonia
| | - Hiie Hinrikus
- Department of Health Technologies, Tallinn University of Technology, 19086 Tallinn, Estonia
| | - Jaanus Lass
- Department of Health Technologies, Tallinn University of Technology, 19086 Tallinn, Estonia
| | - Toomas Põld
- Meliva Medical Center, 10143 Tallinn, Estonia
| | - Maie Bachmann
- Department of Health Technologies, Tallinn University of Technology, 19086 Tallinn, Estonia
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He J, Cabrera-Mendoza B, De Angelis F, Pathak GA, Koller D, Curhan SG, Curhan GC, Mecca AP, van Dyck CH, Polimanti R. Sex differences in the pleiotropy of hearing difficulty with imaging-derived phenotypes: a brain-wide investigation. Brain 2024; 147:3395-3408. [PMID: 38454550 PMCID: PMC11449129 DOI: 10.1093/brain/awae077] [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: 08/25/2023] [Revised: 01/22/2024] [Accepted: 02/21/2024] [Indexed: 03/09/2024] Open
Abstract
Hearing difficulty (HD) is a major health burden in older adults. While ageing-related changes in the peripheral auditory system play an important role, genetic variation associated with brain structure and function could also be involved in HD predisposition. We analysed a large-scale HD genome-wide association study (GWAS; ntotal = 501 825, 56% females) and GWAS data related to 3935 brain imaging-derived phenotypes (IDPs) assessed in up to 33 224 individuals (52% females) using multiple MRI modalities. To investigate HD pleiotropy with brain structure and function, we conducted genetic correlation, latent causal variable, Mendelian randomization and multivariable generalized linear regression analyses. Additionally, we performed local genetic correlation and multi-trait co-localization analyses to identify genomic regions and loci implicated in the pleiotropic mechanisms shared between HD and brain IDPs. We observed a widespread genetic correlation of HD with 120 IDPs in females, 89 in males and 171 in the sex-combined analysis. The latent causal variable analysis showed that some of these genetic correlations could be due to cause-effect relationships. For seven of them, the causal effects were also confirmed by the Mendelian randomization approach: vessel volume→HD in the sex-combined analysis; hippocampus volume→HD, cerebellum grey matter volume→HD, primary visual cortex volume→HD and HD→fluctuation amplitudes of node 46 in resting-state functional MRI dimensionality 100 in females; global mean thickness→HD and HD→mean orientation dispersion index in superior corona radiata in males. The local genetic correlation analysis identified 13 pleiotropic regions between HD and these seven IDPs. We also observed a co-localization signal for the rs13026575 variant between HD, primary visual cortex volume and SPTBN1 transcriptomic regulation in females. Brain structure and function may have a role in the sex differences in HD predisposition via possible cause-effect relationships and shared regulatory mechanisms.
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Affiliation(s)
- Jun He
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Brenda Cabrera-Mendoza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Cooperative Studies Program Clinical Epidemiology Research Center (CSP-CERC), Veteran Affairs Connecticut Healthcare System, West Haven, CT 06516, USA
| | - Flavio De Angelis
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Gita A Pathak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Cooperative Studies Program Clinical Epidemiology Research Center (CSP-CERC), Veteran Affairs Connecticut Healthcare System, West Haven, CT 06516, USA
| | - Dora Koller
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, Barcelona 08028, Spain
| | - Sharon G Curhan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Gary C Curhan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Adam P Mecca
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Alzheimer’s Disease Research Unit, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Christopher H van Dyck
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Alzheimer’s Disease Research Unit, Yale University School of Medicine, New Haven, CT 06510, USA
- Departments of Neuroscience and Neurology, Yale University School of Medicine, New Haven, CT 06511, USA
| | - Renato Polimanti
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA
- Cooperative Studies Program Clinical Epidemiology Research Center (CSP-CERC), Veteran Affairs Connecticut Healthcare System, West Haven, CT 06516, USA
- Wu Tsai Institute, Yale University, New Haven, CT 06511, USA
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Akinkugbe O, Marchetto L, Martin I, Chia SH. Systematic Review and Meta-Analysis of the Incidence of Chronic Kidney Disease After Pediatric Critical Illness. Crit Care Explor 2024; 6:e1129. [PMID: 39078531 DOI: 10.1097/cce.0000000000001129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/31/2024] Open
Abstract
OBJECTIVE Survivors of pediatric critical illnesses are at risk of significant long-term organ sequelae. Chronic kidney disease (CKD) is a complication of critical illness (and ICU interventions) associated with growth impairment, cardiovascular disease, and early death. Our objective was to synthesize the evidence on the incidence of CKD among survivors of pediatric critical illness. DATA SOURCES MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature, and Cochrane Register of Controlled Trials from inception to February 2024. STUDY SELECTION Observational studies reporting the incidence of de novo CKD among survivors of pediatric critical illness. DATA EXTRACTION Two reviewers independently extracted data on study design, setting, population, demographics, diagnostic criteria, and outcome. DATA SYNTHESIS Meta-analysis was used to describe the incidence of CKD among survivors, risk of bias (RoB) assessed using the Joanna Briggs Institute Tool, and strength and reliability of evidence assessed with GRADE (Grading of Recommendations, Assessment, Development, and Evaluations). CKD was quantified as an estimated glomerular filtration rate (eGFR) less than 90 mL/min/1.73 m2 (outcome 1), eGFR less than 60 mL/min/1.73 m2 (outcome 2), and end-stage renal disease (ESRD) as eGFR less than 15 mL/min per 1.73 m2 (outcome 3). Twelve studies (3642 patients) met selection criteria and reported at least one measure of CKD. The median duration of follow-up was 2, 3.6, and 5 years, respectively, for outcomes 1, 2, and 3. For each threshold, the pooled estimate of CKD incidence was 24% (95% CI, 16-32%) for eGFR less than 90, 14% (95% CI, 6-23%) less than 60, and 4% (95% CI, 0-7%) for ESRD. The overall quality assessment indicated a moderate RoB. CONCLUSIONS Among a heterogenous population of pediatric critical illness survivors, an important minority of survivors developed CKD or ESRD. This study highlights the importance of diagnostic criteria for reporting, a greater focus on postcritical care surveillance and follow-up to identify those with CKD. Further study would facilitate the delineation of high-risk groups and strategies for improved outcomes.
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Affiliation(s)
- Olugbenga Akinkugbe
- Department of Critical Care Medicine, The Hospital for Sick Children, Toronto, ON, Canada
- Interdepartmental Division of Critical Care Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Luca Marchetto
- Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Isaac Martin
- Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Paediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Shin Hann Chia
- Department of Cardiothoracic Anaesthesia, South Tees NHS Foundation Trust, The James Cook University Hospital, Middlesbrough, United Kingdom
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Machfer A, Bouzid MA, Fekih N, Hassen HBH, Amor HIH, Tagougui S, Chtourou H. Blunted cerebral hemodynamic responses to incremental exercise in patients with end-stage renal disease. Int Urol Nephrol 2024; 56:2411-2419. [PMID: 38441868 DOI: 10.1007/s11255-024-03991-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 02/07/2024] [Indexed: 06/21/2024]
Abstract
PURPOSE The aims of this study were to compare cerebral hemodynamics and maximal oxygen uptake (VO2peak) in patients with end-stage renal disease (ESRD) vs. age-matched healthy controls during maximal exercise. METHODS Twelve patients with ESRD and twelve healthy adults (CTR group) performed exhaustive incremental exercise test. Throughout the exercise test, near-infrared spectroscopy allowed the investigation of changes in oxyhemoglobin (∆O2Hb), deoxyhemoglobin (∆HHb), and total hemoglobin (∆THb) in the prefrontal cortex. RESULTS Compared to CTR, VO2peak was significantly lower in ESRD group (P < 0.05). Increase in ∆THb (i.e., cerebral blood volume) was significantly blunted in ESRD (P < 0.05). ESRD patients also had impaired changes in cerebral ∆HHb and ∆O2Hb during high intensity of exercise (P < 0.05). Finally, no significant correlation was observed between VO2peak and changes in cerebral hemodynamics parameters in both groups (All P > 0.05). CONCLUSION Maximal exercise highlights subtle disorders of both hemodynamics and neuronal oxygenation in the prefrontal cortex in patients with ESRD. This may contribute to both impaired cognitive function and reduced exercise tolerance throughout the progression of the disease.
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Affiliation(s)
- Amal Machfer
- Research Laboratory: Education, Motricité, Sport et Santé, EM2S, LR19JS01, High Institute of Sport and Physical Education, University of Sfax, Sfax, Tunisia.
| | - Mohamed Amine Bouzid
- Research Laboratory: Education, Motricité, Sport et Santé, EM2S, LR19JS01, High Institute of Sport and Physical Education, University of Sfax, Sfax, Tunisia
| | - Nadia Fekih
- Research Laboratory: Education, Motricité, Sport et Santé, EM2S, LR19JS01, High Institute of Sport and Physical Education, University of Sfax, Sfax, Tunisia
| | - Hayfa Ben Haj Hassen
- Research Laboratory: Education, Motricité, Sport et Santé, EM2S, LR19JS01, High Institute of Sport and Physical Education, University of Sfax, Sfax, Tunisia
| | | | - Sèmah Tagougui
- Université de Lille, Université d'Artois, Université du Littoral Côte d'Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport, Santé, Société, Lille, France
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
| | - Hamdi Chtourou
- Activité Physique, Sport et Santé, UR18JS01, Observatoire National du Sport, 1003, Tunis, Tunisia
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Zhang J, Zhang A. Association between serum 25-hydroxyvitamin D3 level and cognitive impairment in older chronic kidney disease patients. Sci Rep 2024; 14:12403. [PMID: 38811765 PMCID: PMC11137016 DOI: 10.1038/s41598-024-63350-y] [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: 09/11/2023] [Accepted: 05/28/2024] [Indexed: 05/31/2024] Open
Abstract
This study aims to examine whether hypovitaminosis D was associated with cognitive impairment among chronic kidney patients with different level of albuminuria. This population-based cross-sectional study was conducted on elderly (over 60 years old) with urine albumin to creatinine ratio (UACR) ≥ 30 mg/g from 2011 to 2014 in the US National Health and Nutrition Examination Survey (NHANES). Cognitive function was assessed by the Consortium to Establish a Registry for Alzheimer's Disease Word List Learning (CERAD). Subjects were divided into 2 groups according to the absence or presence of cognitive impairment and a propensity score matching (PSM) was further conducted. The association was assessed with Spearman correlation and logistic regression analysis. The positive association of 25-hydroxyvitamin D3 (25(OH)D3) and cognitive score was presented. PSM analysis revealed that a higher level of 25(OH)D3 correlated to a better cognitive function in CKD patients with albuminuria, especially in patients with 30 mg/g ≤ UACR < 300 mg/g. This study indicated that a low 25(OH)D3 level was associated with poor cognitive performance, especially in patients with microalbuminuria. Thus, early diagnosis of vitamin D insufficiency and an effective intervention might be a useful therapeutic strategy to prevent cognitive decline in patients with the progression of renal dysfunction.
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Affiliation(s)
- Jialing Zhang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, 45 Changchun Street, Xicheng District, Beijing, China
| | - Aihua Zhang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, 45 Changchun Street, Xicheng District, Beijing, China.
- The National Clinical Research Center for Geriatric Disease, Xuanwu Hospital, Capital Medical University, Beijing, China.
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Zhou T, Zhao J, Ma Y, He L, Ren Z, Yang K, Tang J, Liu J, Luo J, Zhang H. Association of cognitive impairment with the interaction between chronic kidney disease and depression: findings from NHANES 2011-2014. BMC Psychiatry 2024; 24:312. [PMID: 38658863 PMCID: PMC11044494 DOI: 10.1186/s12888-024-05769-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 04/16/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Cognitive impairment (CoI), chronic kidney disease (CKD), and depression are prevalent among older adults and are interrelated, imposing a significant disease burden. This study evaluates the association of CKD and depression with CoI and explores their potential interactions. METHOD Data for this study were sourced from the 2011-2014 National Health and Nutritional Examination Survey (NHANES). Multiple binary logistic regression models assessed the relationship between CKD, depression, and CoI while controlling for confounders. The interactions were measured using the relative excess risk of interaction (RERI), the attributable proportion of interaction (AP), and the synergy index (S). RESULTS A total of 2,666 participants (weighted n = 49,251,515) were included in the study, of which 700 (16.00%) had CoI. After adjusting for confounding factors, the risk of CoI was higher in patients with CKD compared to non-CKD participants (odds ratio [OR] = 1.49, 95% confidence interval [CI]:1.12-1.99). The risk of CoI was significantly increased in patients with depression compared to those without (OR = 2.29, 95% CI: 1.73-3.03). Furthermore, there was a significant additive interaction between CKD and depression in terms of the increased risk of CoI (adjusted RERI = 2.01, [95% CI: 0.31-3.71], adjusted AP = 0.50 [95% CI: 0.25-0.75], adjusted S = 2.97 [95% CI: 1.27-6.92]). CONCLUSION CKD and depression synergistically affect CoI, particularly when moderate-to-severe depression co-occurs with CKD. Clinicians should be mindful of the combined impact on patients with CoI. Further research is needed to elucidate the underlying mechanisms and assess the effects specific to different CKD stages.
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Affiliation(s)
- Tong Zhou
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Jiayu Zhao
- Department of physician, Nanchong Psychosomatic Hospital, Nanchong, China
| | - Yimei Ma
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Linqian He
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Zhouting Ren
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Kun Yang
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Jincheng Tang
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China
| | - Jiali Liu
- Department of Clinical Medicine, North Sichuan Medical University, Nanchong, China
| | - Jiaming Luo
- Mental Health Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
- School of Psychiatry, North Sichuan Medical College, Nanchong, China
| | - Heping Zhang
- Department of Nephrology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong city, Sichuan Province, 637000, China.
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Montella A, Tranfa M, Scaravilli A, Barkhof F, Brunetti A, Cole J, Gravina M, Marrone S, Riccio D, Riccio E, Sansone C, Spinelli L, Petracca M, Pisani A, Cocozza S, Pontillo G. Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm. Hum Brain Mapp 2024; 45:e26599. [PMID: 38520360 PMCID: PMC10960551 DOI: 10.1002/hbm.26599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 12/23/2023] [Accepted: 01/07/2024] [Indexed: 03/25/2024] Open
Abstract
While neurological manifestations are core features of Fabry disease (FD), quantitative neuroimaging biomarkers allowing to measure brain involvement are lacking. We used deep learning and the brain-age paradigm to assess whether FD patients' brains appear older than normal and to validate brain-predicted age difference (brain-PAD) as a possible disease severity biomarker. MRI scans of FD patients and healthy controls (HCs) from a single Institution were, retrospectively, studied. The Fabry stabilization index (FASTEX) was recorded as a measure of disease severity. Using minimally preprocessed 3D T1-weighted brain scans of healthy subjects from eight publicly available sources (N = 2160; mean age = 33 years [range 4-86]), we trained a model predicting chronological age based on a DenseNet architecture and used it to generate brain-age predictions in the internal cohort. Within a linear modeling framework, brain-PAD was tested for age/sex-adjusted associations with diagnostic group (FD vs. HC), FASTEX score, and both global and voxel-level neuroimaging measures. We studied 52 FD patients (40.6 ± 12.6 years; 28F) and 58 HC (38.4 ± 13.4 years; 28F). The brain-age model achieved accurate out-of-sample performance (mean absolute error = 4.01 years, R2 = .90). FD patients had significantly higher brain-PAD than HC (estimated marginal means: 3.1 vs. -0.1, p = .01). Brain-PAD was associated with FASTEX score (B = 0.10, p = .02), brain parenchymal fraction (B = -153.50, p = .001), white matter hyperintensities load (B = 0.85, p = .01), and tissue volume reduction throughout the brain. We demonstrated that FD patients' brains appear older than normal. Brain-PAD correlates with FD-related multi-organ damage and is influenced by both global brain volume and white matter hyperintensities, offering a comprehensive biomarker of (neurological) disease severity.
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Affiliation(s)
- Alfredo Montella
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
| | - Mario Tranfa
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
| | | | - Frederik Barkhof
- NMR Research Unit, Queen Square MS Centre, Department of NeuroinflammationUCL Institute of NeurologyLondonUK
- Department of Radiology and Nuclear MedicineMS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
- Centre for Medical Image ComputingUniversity College LondonLondonUK
- Dementia Research CentreUCL Queen Square Institute of Neurology, University College LondonLondonUK
| | - Arturo Brunetti
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
| | - James Cole
- Centre for Medical Image ComputingUniversity College LondonLondonUK
- Dementia Research CentreUCL Queen Square Institute of Neurology, University College LondonLondonUK
| | - Michela Gravina
- Department of Electrical Engineering and Information Technology (DIETI)University “Federico II”NaplesItaly
| | - Stefano Marrone
- Department of Electrical Engineering and Information Technology (DIETI)University “Federico II”NaplesItaly
| | - Daniele Riccio
- Department of Electrical Engineering and Information Technology (DIETI)University “Federico II”NaplesItaly
| | - Eleonora Riccio
- Department of Public Health, Nephrology UnitUniversity “Federico II”NaplesItaly
| | - Carlo Sansone
- Department of Electrical Engineering and Information Technology (DIETI)University “Federico II”NaplesItaly
| | - Letizia Spinelli
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
| | - Maria Petracca
- Department of Neurosciences and Reproductive and Odontostomatological SciencesUniversity “Federico II”NaplesItaly
- Department of Human NeurosciencesSapienza University of RomeRomeItaly
| | - Antonio Pisani
- Department of Public Health, Nephrology UnitUniversity “Federico II”NaplesItaly
| | - Sirio Cocozza
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
| | - Giuseppe Pontillo
- Department of Advanced Biomedical SciencesUniversity “Federico II”NaplesItaly
- NMR Research Unit, Queen Square MS Centre, Department of NeuroinflammationUCL Institute of NeurologyLondonUK
- Department of Radiology and Nuclear MedicineMS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
- Department of Electrical Engineering and Information Technology (DIETI)University “Federico II”NaplesItaly
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Xu S, Wang J, Sun K, Meng L, Qin C, Feng R, Tian Y, Zhai Y, Liang D, Zhang R, Tian H, Liu H, Chen Y, Fu Y, Chen P, Zhu Q, Teng J, Wang X. Cognitive Impairment in Chronic Kidney Disease Is Associated with Glymphatic System Dysfunction. KIDNEY DISEASES (BASEL, SWITZERLAND) 2023; 9:384-397. [PMID: 37901711 PMCID: PMC10601941 DOI: 10.1159/000530635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 04/01/2023] [Indexed: 10/31/2023]
Abstract
Introduction This study was designed to explore the associations between impaired cognition in chronic kidney disease (CKD) patients and the dysfunction of the glymphatic system. Method Data were obtained from 77 CKD patients and 50 age-matched healthy control individuals from the First Affiliated Hospital of Zhengzhou University. CKD patients were stratified into with and without impaired cognitive function. T2-weighted magnetic resonance imaging results were used to assess area ratios for the perivascular space and ventricles in participants, while the Montreal Cognitive Assessment and the Mini-Mental State Examination were employed to measure cognitive function. Correlations between the perivascular space or ventricle area ratios and cognitive impairment were assessed in CKD patients. Results Significant increases in the burden of enlarged perivascular spaces in the frontal cortex and basal ganglia were observed in CKD patients with cognitive impairment relative to those without such impairment, with a concomitant increase in analyzed ventricle area ratios. Enlarged perivascular spaces in the frontal cortex, basal ganglia and increased area ratios of lateral ventricles and 4th ventricle exhibited relatively high sensitivity and specificity as means of differing between the CKD patients with and without cognitive impairment. Conclusion These results indicate that the burden of enlarged perivascular spaces in the frontal cortex and basal ganglia and increases in ventricle area ratio values may offer utility as biomarkers that can aid in detection of even mild cognitive decline in individuals with CKD. The dysfunction of the glymphatic system may play a key role in the pathogenesis of CKD-related cognitive impairment.
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Affiliation(s)
- Shuqin Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Jiuqi Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Kedi Sun
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Lin Meng
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Chi Qin
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Renyi Feng
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Yiming Tian
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Yanping Zhai
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Dongxiao Liang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Rui Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Haiyan Tian
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Han Liu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Yongkang Chen
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Yu Fu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Pei Chen
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Qingyong Zhu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Junfang Teng
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
| | - Xuejing Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Parkinson and Movement Disorder, Zhengzhou University, Zhengzhou, China
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10
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Hobson S, Arefin S, Witasp A, Hernandez L, Kublickiene K, Shiels PG, Stenvinkel P. Accelerated Vascular Aging in Chronic Kidney Disease: The Potential for Novel Therapies. Circ Res 2023; 132:950-969. [PMID: 37053277 DOI: 10.1161/circresaha.122.321751] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
The pathophysiology of vascular disease is linked to accelerated biological aging and a combination of genetic, lifestyle, biological, and environmental risk factors. Within the scenario of uncontrolled artery wall aging processes, CKD (chronic kidney disease) stands out as a valid model for detailed structural, functional, and molecular studies of this process. The cardiorenal syndrome relates to the detrimental bidirectional interplay between the kidney and the cardiovascular system. In addition to established risk factors, this group of patients is subjected to a plethora of other emerging vascular risk factors, such as inflammation, oxidative stress, mitochondrial dysfunction, vitamin K deficiency, cellular senescence, somatic mutations, epigenetic modifications, and increased apoptosis. A better understanding of the molecular mechanisms through which the uremic milieu triggers and maintains early vascular aging processes, has provided important new clues on inflammatory pathways and emerging risk factors alike, and to the altered behavior of cells in the arterial wall. Advances in the understanding of the biology of uremic early vascular aging opens avenues to novel pharmacological and nutritional therapeutic interventions. Such strategies hold promise to improve future prevention and treatment of early vascular aging not only in CKD but also in the elderly general population.
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Affiliation(s)
- S Hobson
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
| | - S Arefin
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
| | - A Witasp
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
| | - L Hernandez
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
| | - K Kublickiene
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
| | - P G Shiels
- School of Molecular Biosciences, MVLS, University of Glasgow, United Kingdom (P.G.S.)
| | - P Stenvinkel
- Division of Renal Medicine, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden (S.H., S.A., A.W., L.H., K.K., P.S.)
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11
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Conroy AL, Datta D, Hoffmann A, Wassmer SC. The kidney-brain pathogenic axis in severe falciparum malaria. Trends Parasitol 2023; 39:191-199. [PMID: 36737313 PMCID: PMC11071448 DOI: 10.1016/j.pt.2023.01.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/13/2023] [Accepted: 01/13/2023] [Indexed: 02/05/2023]
Abstract
Severe falciparum malaria is a medical emergency and a leading cause of death and neurodisability in endemic areas. Common complications include acute kidney injury (AKI) and cerebral malaria, and recent studies have suggested links between kidney and brain dysfunction in Plasmodium falciparum infection. Here, we review these new findings and present the hypothesis of a pivotal pathogenic crosstalk between the kidneys and the brain in severe falciparum malaria. We highlight the evidence of a role for distant organ involvement in the development of cerebral malaria and subsequent neurocognitive impairment post-recovery, describe the challenges associated with current diagnostic shortcomings for both AKI and brain involvement in severe falciparum malaria, and explore novel potential therapeutic strategies.
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Affiliation(s)
- Andrea L Conroy
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Dibyadyuti Datta
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Angelika Hoffmann
- University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, University of Bern, Bern, Switzerland
| | - Samuel C Wassmer
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
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12
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Crook H, Ramirez A, Hosseini AA, Vavougyios G, Lehmann C, Bruchfeld J, Schneider A, d'Avossa G, Lo Re V, Salmoiraghi A, Mukaetova-Ladinska E, Katshu M, Boneschi FM, Håkansson K, Geerlings M, Pracht E, Ruiz A, Jansen JF, Snyder H, Kivipelto M, Edison P. European Working Group on SARS-CoV-2: Current Understanding, Unknowns, and Recommendations on the Neurological Complications of COVID-19. Brain Connect 2023; 13:178-210. [PMID: 36719785 DOI: 10.1089/brain.2022.0058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
The emergence of COVID-19 was rapidly followed by infection and the deaths of millions of people across the globe. With much of the research and scientific advancement rightly focused on reducing the burden of severe and critical acute COVID-19 infection, the long-term effects endured by those who survived the acute infection has been previously overlooked. Now, an appreciation for the post-COVID-19 condition, including its neurological manifestations, is growing, although there remain many unknowns regarding the aetiology and risk factors of the condition, as well as how to effectively diagnose and treat it. Here, drawing upon the experiences and expertise of the clinicians and academics of the European working group on COVID-19, we have reviewed the current literature to provide a comprehensive overview of the neurological sequalae of the post-COVID-19 condition. In this review, we provide a summary of the neurological symptoms associated with the post-COVID-19 condition, before discussing the possible mechanisms which may underly and manifest these symptoms. Following this, we explore the risk factors for developing neurological symptoms as a result of COVID-19 and the post-COVID-19 condition, as well as how COVID-19 infection may itself be a risk factor for the development of neurological disease in the future. Lastly, we evaluate how the post-COVID condition could be accurately diagnosed and effectively treated, including examples of the current guidelines, clinical outcomes and tools that have been developed to aid in this process, as well as addressing the protection provided by COVID-19 vaccines against post-COVID-19 condition. Overall, this review provides a comprehensive overview of the neurological sequalae of the post-COVID-19 condition.
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Affiliation(s)
- Harry Crook
- Imperial College London, 4615, Brain Sciences, London, London, United Kingdom of Great Britain and Northern Ireland;
| | - Alfredo Ramirez
- University of Cologne, 14309, Department of Psychiatry and Psychotherapy, Koln, Nordrhein-Westfalen, Germany
- University of Bonn, 9374, Department of Neurodegenerative diseases and Geriatric Psychiatry, Bonn, Nordrhein-Westfalen, Germany
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, Department of Psychiatry , San Antonio, Texas, United States
- German Centre for Neurodegenerative Diseases, 172279, Bonn, Nordrhein-Westfalen, Germany;
| | - Akram A Hosseini
- Nottingham University Hospitals NHS Trust, 9820, Department of Neurology, Nottingham, Nottingham, United Kingdom of Great Britain and Northern Ireland;
| | - Georgios Vavougyios
- University of Cyprus, 54557, Department of Neurology, Nicosia, Nicosia, Cyprus;
| | - Clara Lehmann
- University of Cologne, 14309, Department of Internal Medicine, Koln, Nordrhein-Westfalen, Germany
- University of Cologne, 14309, Center for Molecular Medicine Cologne (CMMC), Koln, Nordrhein-Westfalen, Germany
- German Centre for Infection Research, 459706, Braunschweig, Niedersachsen, Germany;
| | - Judith Bruchfeld
- Karolinska University Hospital, 59562, Department of Infectious Diseases, Stockholm, Sweden;
| | - Anja Schneider
- University Hospital Bonn, 39062, Department of Neurodegenerative diseases and Geriatric Psychiatry, Bonn, Nordrhein-Westfalen, Germany
- German Centre for Neurodegenerative Diseases, 172279, Bonn, Nordrhein-Westfalen, Germany;
| | - Giovanni d'Avossa
- Bangor University, 1506, School of Psychology, Bangor, Gwynedd, United Kingdom of Great Britain and Northern Ireland;
| | | | - Alberto Salmoiraghi
- Betsi Cadwaladr University Health Board, 1507, Bangor, Gwynedd, United Kingdom of Great Britain and Northern Ireland
- Glyndwr University, 8725, Wrexham, Clwyd, United Kingdom of Great Britain and Northern Ireland;
| | - Elizabeta Mukaetova-Ladinska
- University of Leicester, 4488, Neuroscience, Psychology and Behaviour, University Road, Leicester, United Kingdom of Great Britain and Northern Ireland, LE1 7RH;
| | - Mohammad Katshu
- University of Nottingham, 6123, School of Medicine, Nottingham, Nottinghamshire, United Kingdom of Great Britain and Northern Ireland;
| | - Filippo M Boneschi
- University of Milan, 9304, Division of Neuroscience and INSPE, San Raffaele Scientific Institute, Milano, Lombardia, Italy;
| | - Krister Håkansson
- Karolinska Institute, 27106, Department of Neurobiology, Care Sciences and Society, Stockholm, Stockholm, Sweden;
| | - Mirjam Geerlings
- Utrecht University, 8125, University Medical Center Utrecht, Utrecht, Utrecht, Netherlands;
| | - Elisabeth Pracht
- University of Cologne, 14309, Department of Psychiatry and Psychotherapy, Koln, Nordrhein-Westfalen, Germany;
| | - Agustín Ruiz
- Universitat Internacional de Catalunya, 16760, Institut Català de Neurociències Aplicades, Barcelona, Catalunya, Spain;
| | - Jacobus Fa Jansen
- Maastricht University Medical Centre+, 199236, Department of Radiology and Nuclear Medicine, Maastricht, Limburg, Netherlands;
| | - Heather Snyder
- Alzheimer's Association, 44027, Chicago, Illinois, United States;
| | - Miia Kivipelto
- Karolinska Institute, 27106, Department of Neurobiology, Care Sciences and Society, Stockholm, Stockholm, Sweden;
| | - Paul Edison
- Imperial College London, 4615, Brain Sciences, Neurology Imaging Unit, 1st Floor, B - Block, Hammersmith Hospital Campus, Du Cane Road, London, United Kingdom of Great Britain and Northern Ireland, SW7 2AZ;
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13
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Therapeutic effects of CORM3 and NaHS in chronic kidney disease induced cognitive impairment via the interaction between carbon monoxide and hydrogen sulfide on Nrf2/HO-1 signaling pathway in rats. Chem Biol Interact 2022; 368:110217. [DOI: 10.1016/j.cbi.2022.110217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 09/27/2022] [Accepted: 10/06/2022] [Indexed: 11/23/2022]
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14
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Jia L, Zhao H, Hao L, Jia LH, Jia R, Zhang HL. Caffeine intake improves the cognitive performance of patients with chronic kidney disease. Front Med (Lausanne) 2022; 9:976244. [PMID: 36314017 PMCID: PMC9613935 DOI: 10.3389/fmed.2022.976244] [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: 06/23/2022] [Accepted: 09/29/2022] [Indexed: 11/22/2022] Open
Abstract
Objective Cognitive impairment is a common complication of chronic kidney disease (CKD). Caffeine intake has been reported to improve cognitive performance in several studies. However, whether the benefits of caffeine intake on cognitive function apply to patients with CKD remains unknown. Methods We performed a retrospective cross-sectional study based on the National Health and Nutrition Examination Survey (NHANES). The data of CKD subjects and non-CKD subjects from NHANES 2011−2014 were analyzed. Propensity score matching (PSM) was performed based on age, sex, diabetes, cancer, educational level, energy intake and protein intake to select subjects. The Consortium to Establish a Registry for Alzheimer’s Disease Word Learning Test (CERAD-WL), the CERAD Word List Recall Test (CERAD-DR), the Animal Fluency Test (AF) and the Digit Symbol Substitution Test (DSST) were used, whereby the occurrence of cognitive impairment was identified. Logistic regression models were performed to evaluate the association between caffeine intake and cognitive performance in CKD and non-CKD participants. Stratified analyses according to the stage of CKD and the urinary albumin/creatinine ratio levels were performed. Plot curves were then generalized to present a non-linear relationship, and the inflection point for each non-linear model was obtained by using a recursive algorithm. Results Cognitive impairment was more prevalent in CKD patients than in non-CKD subjects. For CKD patients, caffeine intake was associated with higher CERAD-WL, CERAD-DR, AF and DSST scores. For non-CKD subjects, caffeine intake was associated with higher DSST scores only. Subgroup analysis revealed that caffeine only benefited the cognitive function of patients with CKD stages 2 and 3. The analysis showed non-linear relationships of caffeine intake and cognitive function for both CKD and non-CKD subjects. The inflection point of caffeine intake for CKD patients was 279 mg/day. Conclusion The recommended dose of caffeine intake to improve the cognitive function of CKD patients is ≤279 mg/day.
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Affiliation(s)
- Linpei Jia
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China,*Correspondence: Linpei Jia,
| | - Hanxue Zhao
- College of Basic Medicine, Capital Medical University, Beijing, China
| | - Lixiao Hao
- Department of General Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Lin-Hui Jia
- College of Basic Medicine, Southern Medical University, Guangzhou, China
| | - Rufu Jia
- Administrative Office, Central Hospital of Cangzhou, Cangzhou, China,Rufu Jia,
| | - Hong-Liang Zhang
- Department of Life Sciences, National Natural Science Foundation of China, Beijing, China,Hong-Liang Zhang, ,
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15
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Kalyesubula R, Conroy AL, Calice-Silva V, Kumar V, Onu U, Batte A, Kaze FF, Fabian J, Ulasi I. Screening for Kidney Disease in Low- and Middle-Income Countries. Semin Nephrol 2022; 42:151315. [DOI: 10.1016/j.semnephrol.2023.151315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
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