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Lee LJ, Barb JJ, Son EH, Yang L, Gerrard C, Wallen GR. Factors associated with inflammatory cytokines in family caregivers of allogeneic hematopoietic stem cell transplantation (HSCT) recipients. Brain Behav Immun 2025; 128:362-369. [PMID: 40216094 DOI: 10.1016/j.bbi.2025.04.013] [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: 08/21/2024] [Revised: 03/19/2025] [Accepted: 04/08/2025] [Indexed: 04/24/2025] Open
Abstract
BACKGROUND Family caregiving has been proposed as chronic stress that may lead to immune health risks through increased systemic inflammation. Cytokines are key modulators of inflammation via a complex network of interactions. However, most studies examined only a single to a few cytokines to determine whether they correlate with psychobehavioral variables of interest. This study aimed to investigate factors influencing multiple inflammatory cytokines in family caregivers of allogeneic hematopoietic stem cell transplantation (HSCT) recipients. METHODS Baseline data from a randomized controlled clinical trial at the National Institutes of Health Clinical Center were collected from caregivers of allogeneic HSCT recipients. The 20 serum cytokine levels were measured using multiplexed cytokine immunoassays. Multiple linear regression was conducted. RESULTS Caregivers (N = 45) were 44.6 ± 15.4 years of age; primarily female (87 %), White (66 %), non-Hispanic (82 %), and a spouse/partner of the HSCT recipient (56 %). Caring for HSCT recipients with hematologic malignancy predicted higher IL-12/IL-23p40 than caring for non-malignant HSCT recipients (β = 0.291, p = 0.044). Medication use was associated with higher IL-15 (β = 0.425, p = 0.017). Caregiver BMI overweight (β = 0.342, p = 0.043) or obese (β = 0.411, p = 0.010), taking prescribed medications (β = 0.521, p = 0.007), caregiving 8 to 16 h (β = 0.396, p = 0.027) or more than 16 h per day (β = 0.510, p = 0.006) predicted higher TNF-α than the counterparts. DISCUSSION These findings suggest inflammatory responses may be associated with providing care to an HSCT recipient, especially in caregivers who take medications, provide more hours of care a day and care for patients with hematologic malignancies. The results highlight a physiological response of stress and bring to light the importance of developing interventions focused on reducing time spent caregiving, such as a respite care program for family caregivers.
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Affiliation(s)
- Lena J Lee
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States.
| | - Jennifer J Barb
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States
| | - Elisa H Son
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States
| | - Li Yang
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States
| | - Chantal Gerrard
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States
| | - Gwenyth R Wallen
- Translational Biobehavioral and Health Disparities (TBHD) Branch, National Institutes of Health (NIH) Clinical Center, Bethesda, MD, United States
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Song M, Dai H, Zhou Q, Meng X. The immunology of diabetic cardiomyopathy. Front Endocrinol (Lausanne) 2025; 16:1542208. [PMID: 40260277 PMCID: PMC12009709 DOI: 10.3389/fendo.2025.1542208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Accepted: 03/18/2025] [Indexed: 04/23/2025] Open
Abstract
Diabetic cardiomyopathy is a notable microvascular complication of diabetes, characterized primarily by myocardial fibrosis and functional abnormalities. Long-term hyperglycemia induces excessive activation and recruitment of immune cells and triggers the cascade of inflammatory responses, resulting in systemic and local cardiac inflammation. Emerging evidence highlights the significant roles of immunology in modulating the pathology of diabetic cardiomyopathy. As the primary effectors of inflammatory reactions, immune cells are consistently present in cardiac tissue and can be recruited under pathological hyperglycemia circumstances. A disproportionate favor to proinflammatory types of immune cells and the increased proinflammatory cytokine levels mediate fibroblast proliferation, phenotypic transformation, and collagen synthesis and ultimately rise to cardiac fibrosis and hypertrophy. Meanwhile, the severity of cardiac fibrosis is also strongly associated with the diverse phenotypes and phenotypic alterations of the immune cells, including macrophages, dendritic cells, mast cells, neutrophils, and natural killer cells in innate immunity and CD4+ T lymphocytes, CD8+ T lymphocytes, and B lymphocytes in adaptive immunity. In this review, we synthesized the current analysis of the critical role played by the immune system and its components in the progression of diabetic cardiomyopathy. Finally, we highlight preclinical and clinical immune targeting strategies and translational implications.
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Affiliation(s)
| | | | | | - Xiao Meng
- State Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China
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3
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Ekholm L, Ljunggren S, Helmfrid I. Historical exposure to metals in contaminated areas and its impact on cardio- and cerebrovascular health. Int J Hyg Environ Health 2025; 263:114461. [PMID: 39277976 DOI: 10.1016/j.ijheh.2024.114461] [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: 05/28/2024] [Revised: 08/30/2024] [Accepted: 09/10/2024] [Indexed: 09/17/2024]
Abstract
Environmental pollution is of global concern. In Southeast Sweden, historical glass production has contaminated communities with toxic metals. Long-term residency in these communities and high consumption of local foods may constitute a risk for cardiovascular disease (CVD) or stroke. The current study investigates if residency in these contaminated sites and long-term consumption of local foods is associated with self-reported CVD and stroke. In addition, the body burden of the toxic metals arsenic, cadmium, and lead, as well as inflammatory protein markers, were studied for association with CVD and stroke. From an existing questionnaire cohort and biomonitoring sub cohort (n = 2290/882) of people living in the contaminated areas, self-reported CVD cases (n = 366/166) and stroke cases (n = 78/25) were identified. Individuals were grouped based on their residency within a 2 km radius of glassworks with historical high, moderate, or low air-borne lead emissions. Body burden of arsenic, cadmium, and lead was analyzed using ICP-MS. Inflammatory markers were investigated using electrochemiluminescence. Long-term residency near glassworks with historically high levels of lead emissions, and high consumption of local foods, were associated with CVD. The risk was increasing for each year of residency in high emission areas. Increased body burden of arsenic in blood, and lead in urine, were associated with stroke. Five and two inflammatory markers, respectively, were elevated in CVD and stroke cases after adjusting for confounders. An increased risk for CVD was found in areas with historically high emissions of lead but possibly also other toxic metals. Interestingly, there was an indication of a dose-response relationship with increasing risk for CVD per year of residency time. Inhalation and consumption of local food may constitute major pathways for this association. The study shows that long-term exposure to toxic metals in these contaminated areas is associated with CVD and that there is a need to limit exposure in the general population.
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Affiliation(s)
- Louise Ekholm
- Occupational and Environmental Medicine Center in Linköping, And Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Stefan Ljunggren
- Occupational and Environmental Medicine Center in Linköping, And Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
| | - Ingela Helmfrid
- Occupational and Environmental Medicine Center in Linköping, And Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
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Okdahl T, Kufaishi H, Kornum D, Bertoli D, Krogh K, K Knop F, Hansen CS, Størling J, Rossing P, Brock B, Drewes AM, Brock C. Transcutaneous vagus nerve stimulation has no anti-inflammatory effect in diabetes. Sci Rep 2024; 14:21042. [PMID: 39251831 PMCID: PMC11385211 DOI: 10.1038/s41598-024-72139-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: 03/18/2024] [Accepted: 09/04/2024] [Indexed: 09/11/2024] Open
Abstract
Chronic inflammation is associated with diabetes and contributes to the development and progression of micro- and macrovascular complications. Transcutaneous vagus nerve stimulation (tVNS) has been proposed to reduce levels of circulating inflammatory cytokines in non-diabetics by activating the cholinergic anti-inflammatory pathway. We investigated the anti-inflammatory potential of tVNS as a secondary endpoint of a randomized controlled trial in people with diabetes (NCT04143269). 131 people with diabetes (type 1: n = 63; type 2: n = 68), gastrointestinal symptoms and various degrees of autonomic neuropathy were included and randomly assigned to self-administer active (n = 63) or sham (n = 68) tVNS over two successive study periods: (1) Seven days with four daily administrations and, (2) 56 days with two daily administrations. Levels of systemic inflammatory cytokines (IL-6, IL-8, IL-10, TNF-α, IFN-γ) were quantified from blood samples by multiplex technology. Information regarding age, sex, diabetes type, and the presence of cardiac autonomic neuropathy (CAN) was included in the analysis as possible confounders. No differences in either cytokine were seen after study period 1 and 2 between active and sham tVNS (all p-values > 0.08). Age, sex, diabetes type, presence of CAN, and baseline levels of inflammatory cytokines were not associated with changes after treatment (all p-values > 0.07). A tendency towards slight reductions in TNF-α levels after active treatment was observed in those with no CAN compared to those with early or manifest CAN (p = 0.052). In conclusion, tVNS did not influence the level of systemic inflammation in people with diabetes.
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Affiliation(s)
- Tina Okdahl
- Mech-Sense, Department of Gastroenterology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Faculty of Health, Aalborg University Hospital, Aalborg, Denmark
| | - Huda Kufaishi
- Steno Diabetes Center Copenhagen, University of Copenhagen, Herlev, Denmark
| | - Ditte Kornum
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Davide Bertoli
- Department of Radiology, Aarhus University Hospital, Aarhus, Denmark
| | - Klaus Krogh
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Filip K Knop
- Steno Diabetes Center Copenhagen, University of Copenhagen, Herlev, Denmark
- Center for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, Hellerup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Joachim Størling
- Steno Diabetes Center Copenhagen, University of Copenhagen, Herlev, Denmark
| | - Peter Rossing
- Steno Diabetes Center Copenhagen, University of Copenhagen, Herlev, Denmark
| | - Birgitte Brock
- Steno Diabetes Center Copenhagen, University of Copenhagen, Herlev, Denmark
| | - Asbjørn M Drewes
- Mech-Sense, Department of Gastroenterology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Faculty of Health, Aalborg University Hospital, Aalborg, Denmark
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark
| | - Christina Brock
- Mech-Sense, Department of Gastroenterology, Aalborg University Hospital, Aalborg, Denmark.
- Department of Clinical Medicine, Faculty of Health, Aalborg University Hospital, Aalborg, Denmark.
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark.
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Galis P, Bartosova L, Farkasova V, Bartekova M, Ferenczyova K, Rajtik T. Update on clinical and experimental management of diabetic cardiomyopathy: addressing current and future therapy. Front Endocrinol (Lausanne) 2024; 15:1451100. [PMID: 39140033 PMCID: PMC11319149 DOI: 10.3389/fendo.2024.1451100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 07/12/2024] [Indexed: 08/15/2024] Open
Abstract
Diabetic cardiomyopathy (DCM) is a severe secondary complication of type 2 diabetes mellitus (T2DM) that is diagnosed as a heart disease occurring in the absence of any previous cardiovascular pathology in diabetic patients. Although it is still lacking an exact definition as it combines aspects of both pathologies - T2DM and heart failure, more evidence comes forward that declares DCM as one complex disease that should be treated separately. It is the ambiguous pathological phenotype, symptoms or biomarkers that makes DCM hard to diagnose and screen for its early onset. This re-view provides an updated look on the novel advances in DCM diagnosis and treatment in the experimental and clinical settings. Management of patients with DCM proposes a challenge by itself and we aim to help navigate and advice clinicians with early screening and pharmacotherapy of DCM.
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Affiliation(s)
- Peter Galis
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Comenius University Bratislava, Bratislava, Slovakia
| | - Linda Bartosova
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Comenius University Bratislava, Bratislava, Slovakia
| | - Veronika Farkasova
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Monika Bartekova
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Bratislava, Slovakia
- Institute of Physiology, Faculty of Medicine, Comenius University Bratislava, Bratislava, Slovakia
| | - Kristina Ferenczyova
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Comenius University Bratislava, Bratislava, Slovakia
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Tomas Rajtik
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Comenius University Bratislava, Bratislava, Slovakia
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Bratislava, Slovakia
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Kaur P, Dahiya R, Nandave M, Sharma K, Goyal RK. Unveiling the crucial role of intercellular adhesion molecule-1 in secondary diabetic complications. Cell Biochem Funct 2024; 42:e4037. [PMID: 38736204 DOI: 10.1002/cbf.4037] [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: 02/19/2024] [Revised: 04/06/2024] [Accepted: 05/02/2024] [Indexed: 05/14/2024]
Abstract
Diabetes mellitus is associated with secondary complications such as diabetic retinopathy (DR), nephropathy (DN), and cardiomyopathy (DCM), all of which significantly impact patient health. Intercellular adhesion molecule-1 (ICAM-1) has been implicated in inflammatory responses and endothelial dysfunction, both crucial in the pathogenesis of these complications. The goal of this review is to investigate at potential therapy methods that target ICAM-1 pathways and to better understand the multifaceted role of ICAM-1 in secondary diabetic problems. A meticulous analysis of scholarly literature published globally was conducted to examine ICAM-1involvement in inflammatory processes, endothelial dysfunction, and oxidative stress related to diabetes and its complications. Elevated ICAM-1 levels are strongly associated with augmented leukocyte adhesion, compromised microvascular function, and heightened oxidative stress in diabetes. These pathways contribute significantly to DR, DN, and DCM pathogenesis, highlighting ICAM-1 as a key player in their progression. Understanding ICAM-1 role in secondary diabetic complications offers insights into novel therapeutic strategies. Targeting ICAM-1 pathways may mitigate inflammation, improve endothelial function, and ultimately attenuate diabetic complications, thereby enhancing patient health outcomes. Continued research in this area is crucial for developing effective targeted therapies.
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Affiliation(s)
- Prabhnain Kaur
- Department of Pharmacology, School of Pharmaceutical Sciences, Delhi Pharmaceutical Sciences and Research University, New Delhi, India
| | - Ritu Dahiya
- Department of Pharmacology, School of Pharmaceutical Sciences, Delhi Pharmaceutical Sciences and Research University, New Delhi, India
| | - Mukesh Nandave
- Department of Pharmacology, School of Pharmaceutical Sciences, Delhi Pharmaceutical Sciences and Research University, New Delhi, India
| | - Kalicharan Sharma
- Department of Pharmaceutical Chemistry, ISF College of Pharmacy, Moga, India
| | - Ramesh K Goyal
- Department of Pharmacology, School of Pharmaceutical Sciences, Delhi Pharmaceutical Sciences and Research University, New Delhi, India
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Luo J, Ning T, Li X, Jiang T, Tan S, Ma D. Targeting IL-12 family cytokines: A potential strategy for type 1 and type 2 diabetes mellitus. Biomed Pharmacother 2024; 170:115958. [PMID: 38064968 DOI: 10.1016/j.biopha.2023.115958] [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: 08/31/2023] [Revised: 11/20/2023] [Accepted: 11/27/2023] [Indexed: 01/10/2024] Open
Abstract
Diabetes is a common metabolic disease characterized by an imbalance in blood glucose levels. The pathogenesis of diabetes involves the essential role of cytokines, particularly the IL-12 family cytokines. These cytokines, which have a similar structure, play multiple roles in regulating the immune response. Recent studies have emphasized the importance of IL-12 family cytokines in the development of both type 1 and type 2 diabetes mellitus. As a result, they hold promise as potential therapeutic targets for the treatment of these conditions. This review focuses on the potential of targeting IL-12 family cytokines for diabetes therapy based on their roles in the pathogenesis of both types of diabetes. We have summarized various therapies that target IL-12 family cytokines, including drug therapy, combination therapy, cell therapy, gene therapy, cytokine engineering therapy, and gut microbiota modulation. By analyzing the advantages and disadvantages of these therapies, we have evaluated their feasibility for clinical application and proposed possible solutions to overcome any challenges. In conclusion, targeting IL-12 family cytokines for diabetes therapy provides updated insights into their potential benefits, such as controlling inflammation, preserving islet β cells, reversing the onset of diabetes, and impeding the development of diabetic complications.
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Affiliation(s)
- Jiayu Luo
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Tingting Ning
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Xing Li
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Tao Jiang
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Shenglong Tan
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Dandan Ma
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, Guangdong Province, China.
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Hou J, Lu K, Chen P, Wang P, Li J, Yang J, Liu Q, Xue Q, Tang Z, Pei H. Comprehensive viewpoints on heart rate variability at high altitude. Clin Exp Hypertens 2023; 45:2238923. [PMID: 37552638 DOI: 10.1080/10641963.2023.2238923] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/11/2023] [Accepted: 07/14/2023] [Indexed: 08/10/2023]
Abstract
OBJECTIVES Hypoxia is a physiological state characterized by reduced oxygen levels in organs and tissues. It is a common clinicopathological process and a major cause of health problems in highland areas. Heart rate variability (HRV) is a measure of the balance in autonomic innervation to the heart. It provides valuable information on the regulation of the cardiovascular system by neurohumoral factors, and changes in HRV reflect the complex interactions between multiple systems. In this review, we provide a comprehensive overview of the relationship between high-altitude hypoxia and HRV. We summarize the different mechanisms of diseases caused by hypoxia and explore the changes in HRV across various systems. Additionally, we discuss relevant pharmaceutical interventions. Overall, this review aims to provide research ideas and assistance for in-depth studies on HRV. By understanding the intricate relationship between high-altitude hypoxia and HRV, we can gain insights into the underlying mechanisms and potential therapeutic approaches to mitigate the effects of hypoxia on cardiovascular and other systems. METHODS The relevant literature was collected systematically from scientific database, including PubMed, Web of Science, China National Knowledge Infrastructure (CNKI), Baidu Scholar, as well as other literature sources, such as classic books of hypoxia. RESULTS There is a close relationship between heart rate variability and high-altitude hypoxia. Heart rate variability is an indicator that evaluates the impact of hypoxia on the cardiovascular system and other related systems. By improving the observation of HRV, we can estimate the progress of cardiovascular diseases and predict the impact on other systems related to cardiovascular health. At the same time, changes in heart rate variability can be used to observe the efficacy of preventive drugs for altitude related diseases. CONCLUSIONS HRV can be used to assess autonomic nervous function under various systemic conditions, and can be used to predict and monitor diseases caused by hypoxia at high altitude. Investigating the correlation between high altitude hypoxia and heart rate variability can help make HRV more rapid, accurate, and effective for the diagnosis of plateau-related diseases.
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Affiliation(s)
- Jun Hou
- Department of Cardiology, Chengdu Third People's Hospital, Affiliated Hospital of Southwest Jiao Tong University, Cardiovascular Disease Research Institute of Chengdu, Chengdu, China
| | - Keji Lu
- School of Medical and Life Sciences, Chengdu University of TCM, Chengdu, China
| | - Peiwen Chen
- School of Medical and Life Sciences, Chengdu University of TCM, Chengdu, China
| | - Peng Wang
- Department of Cardiology, The General Hospital of Western Theater Command, Chengdu, China
| | - Jing Li
- Department of Cardiology, The General Hospital of Western Theater Command, Chengdu, China
| | - Jiali Yang
- Department of Cardiology, Chengdu Third People's Hospital, Affiliated Hospital of Southwest Jiao Tong University, Cardiovascular Disease Research Institute of Chengdu, Chengdu, China
| | - Qing Liu
- Department of Medical Engineering, The 950th Hospital of PLA, Yecheng, Xinjiang, China
| | - Qiang Xue
- Department of Cardiology Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Zhaobing Tang
- Department of Rehabilitation Medicine, The General Hospital of Western Theater Command, Chengdu, China
| | - Haifeng Pei
- Department of Cardiology, The General Hospital of Western Theater Command, Chengdu, China
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Nedergaard RB, Scott M, Wegeberg AM, Okdahl T, Størling J, Brock B, Drewes AM, Brock C. Features characterising cardiac autonomic neuropathy in diabetes using ensembled classification. Clin Neurophysiol 2023; 154:200-208. [PMID: 37442682 DOI: 10.1016/j.clinph.2023.06.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/25/2023] [Accepted: 06/03/2023] [Indexed: 07/15/2023]
Abstract
OBJECTIVE Using supervised machine learning to classify the severity of cardiovascular autonomic neuropathy (CAN). The aims were 1) to investigate which features contribute to characterising CAN 2) to generate an ensembled set of features that best describes the variation in CAN classification. METHODS Eighty-two features from demographic, beat-to-beat, biochemical, and inflammation were obtained from 204 people with diabetes and used in three machine-learning-classifiers, these are: support vector machine, decision tree, and random forest. All data were ensembled using a weighted mean of the features from each classifier. RESULTS The 10 most important features derived from the domains: Beat-to-beat, inflammation markers, disease-duration, and age. CONCLUSIONS Beat-to-beat measures associate with CAN as diagnosis is mainly based on cardiac reflex responses, disease-duration and age are also related to CAN development throughout disease progression. The inflammation markers may reflect the underlying disease process, and therefore, new treatment modalities targeting systemic low-grade inflammation should potentially be tested to prevent the development of CAN. SIGNIFICANCE Cardiac reflex responses should be monitored closely to diagnose and classify severity levels of CAN accurately. Standard clinical biochemical analytes, such as glycaemic level, lipidic level, or kidney function were not included in the ten most important features. Beat-to-beat measures accounted for approximately 60% of the features in the ensembled data.
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Affiliation(s)
- Rasmus Bach Nedergaard
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Matthew Scott
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Anne-Marie Wegeberg
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Thisted Research Unit, Aalborg University Hospital Thisted, Thisted, Denmark.
| | - Tina Okdahl
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Joachim Størling
- Department of Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.
| | - Birgitte Brock
- Department of Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.
| | - Asbjørn Mohr Drewes
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Thisted Research Unit, Aalborg University Hospital Thisted, Thisted, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center Nordjylland, Aalborg, Denmark.
| | - Christina Brock
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center Nordjylland, Aalborg, Denmark.
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Okdahl T, Wegeberg AM, Jensen ABH, Jensen ST, Andersen HRP, Størling J, Brock B, Brock C. Systemic Cytokine Expression in Diabetes Is Associated with Prolonged Gastrointestinal Transit Times and Cardinal Gastroparesis Symptoms. Biomedicines 2023; 11:biomedicines11041027. [PMID: 37189645 DOI: 10.3390/biomedicines11041027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/10/2023] [Accepted: 03/17/2023] [Indexed: 03/29/2023] Open
Abstract
Gastroenteropathy is a common complication in diabetes associated with damages to the enteric nervous system. Systemic low-grade inflammation facilitates neurotoxicity, and associations with peripheral and autonomic neuropathy have been reported. However, less is known of associations with gastroenteropathy. To explore the area cross-sectionally, we included individuals with diabetes (type 1: 56, type 2: 100) and 21 healthy controls. Serum levels of interleukin (IL)-6, IL-8, IL-10, tumour necrosis factor (TNF)-α, and interferon (IFN)-γ were measured by multiplex technology. Segmental gastrointestinal transit times were assessed by wireless motility capsule investigations. Symptoms of gastroparesis were rated on Gastroparesis Cardinal Symptom Index questionnaires. Compared to healthy, levels of TNF-α were decreased in type 1 diabetes and increased in type 2 diabetes, while colonic transit time was increased (all p < 0.05). In diabetes, associations between IL-8 and prolonged gastric emptying (odds ratio (OR) 1.07, p = 0.027) and between IL-10 and prolonged colonic transit (OR 29.99, p = 0.013) were seen. Inverse correlations between IL-6 and nausea/vomiting (rho = −0.19, p = 0.026) and bloating (rho = −0.29; p < 0.001) were found. These findings indicate a plausible interaction between inflammation and the enteric nervous system in diabetes, which raises the question of whether anti-inflammatory strategies could be applied in management of diabetic gastroenteropathy.
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Affiliation(s)
- Tina Okdahl
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - Anne-Marie Wegeberg
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Thisted Research Unit, Aalborg University Hospital Thisted, 7700 Thisted, Denmark
- Steno Diabetes Center Copenhagen, 2730 Herlev, Denmark
| | - Anne Birthe Helweg Jensen
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - Sarah Thorius Jensen
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
| | | | - Joachim Størling
- Steno Diabetes Center Copenhagen, 2730 Herlev, Denmark
- Department of Biomedical Sciences, University of Copenhagen, 1165 Copenhagen, Denmark
| | | | - Christina Brock
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
- Steno Diabetes Center Northern Jutland, 9000 Aalborg, Denmark
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Kaeley N, Mahala P, Walia R, Arora P, Dhingra V. Electrocardiographic abnormalities in patients with COVID-19 pneumonia and raised interleukin-6. J Family Med Prim Care 2022; 11:5902-5908. [PMID: 36618155 PMCID: PMC9810918 DOI: 10.4103/jfmpc.jfmpc_135_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/29/2022] [Accepted: 04/01/2022] [Indexed: 11/11/2022] Open
Abstract
Background Cardiac injury is associated with high mortality in patients with COVID-19 infection. Electrocardiographic changes can give clues to the underlying cardiovascular abnormalities. Raised inflammatory markers like raised interleukin-6 (IL-6) are associated with arrhythmia, heart failure, and coronary artery disease. However, past studies have not highlighted the electrocardiographic abnormalities in patients with COVID-19 infection with raised IL- 6 levels. This study compared the electrocardiogram (ECG) changes in COVID-19 patients with high and normal IL-6 levels. Methods A retrospective analysis of ECG of 306 patients with COVID-19 infection was done, out of which 250 patients had normal IL- 6 levels, whereas 56 patients had raised IL-6 levels. IL-6 levels were measured in all the patients. Detailed clinicodemographic profile of all the serial COVID-19 patients admitted with moderate to severe COVID-19 pneumonia was noted from the hospital record section. Electrocardiographic findings and biochemical parameters of all the patients were noted. Results Out of 56 patients with raised IL-6 levels, 41 (73.2%) patients had ECG abnormalities compared to 177 (70.8%) patients with normal IL-6 levels. This difference was not statistically significant. However, ECG abnormality such as sinus tachycardia was significantly more common in patients with raised IL-6 levels than those with normal levels. Among patients with raised IL-6 levels who were discharged, 5 (16.6%) had sinus tachycardia, 2 (6.6%) had ST/T wave changes as compared to 15 (57.6%), and 10 (38.4%) who had tachycardia and ST/T wave change respectably succumbed to death. This difference was statistically significant. Conclusions Sinus tachycardia followed by atrial fibrillation and right bundle branch block are common ECG changes in patients with COVID-19 infection with raised IL-6. The possible association of cardiac injury in patients with COVID-19 infection with coexisting raised IL-6 levels should be explored further.
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Affiliation(s)
- Nidhi Kaeley
- Department of Emergency Medicine, AIIMS, Rishikesh, Uttarakhand, India
| | - Prakash Mahala
- Department of Emergency Medicine, AIIMS, Rishikesh, Uttarakhand, India
| | - Rohit Walia
- Department of Cardiology, AIIMS, Bathinda, Punjab, India,Address for correspondence: Dr. Rohit Walia, Department of Cardiology, All India Institute of Medical Sciences, Bathinda, Punjab, India. E-mail:
| | - Poonam Arora
- Department of Emergency Medicine, AIIMS, Rishikesh, Uttarakhand, India
| | - Vandana Dhingra
- Department of Nuclear Medicine, AIIMS, Rishikesh, Uttarakhand, India
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