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Paskaleva IN, Kaleva NN, Dimcheva TD, Markova PP, Ivanov IS. Low-Carbohydrate (Ketogenic) Diet in Children with Obesity: Part 1-Diet Impact on Anthropometric Indicators and Indicators of Metabolic Syndrome and Insulin Resistance. Diseases 2025; 13:94. [PMID: 40277805 PMCID: PMC12026416 DOI: 10.3390/diseases13040094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 03/17/2025] [Accepted: 03/21/2025] [Indexed: 04/26/2025] Open
Abstract
BACKGROUND The ketogenic diet has been successfully used in the last 100 years in the treatment of epilepsy and other neurological disorders. In recent decades, it gained wider application in the treatment of obesity, metabolic syndrome, and type 2 diabetes. However, there have been only a few studies on its use in children with obesity and associated metabolic disorders. OBJECTIVES To determine the clinical and metabolic effects of a well-formulated low-carbohydrate (ketogenic) diet in children with obesity. METHODS One hundred children with obesity and metabolic disorders underwent initial anthropometric, laboratory, and ultrasound examinations. They were placed on a well-formulated ketogenic diet and monitored for 4 months. The 58 patients who completed the study underwent follow-up examinations to assess the effects of the diet on anthropometric, clinical, and laboratory markers of metabolic syndrome and insulin resistance, cardiovascular risk factors, and certain hormone levels. Compliance with the diet, common difficulties in adhering to it, side effects, and positive changes in the patients' health were analyzed. RESULTS At the end of the study, the average weight loss for the entire group was 6.45 kg, with a reduction in BMI of 3.12 kg/m2. Significant improvements were also observed in insulin resistance indicators, including fasting insulin levels, HOMA-IR index, QUICKI (p < 0.0001), and adiponectin (p = 0.04). The cases of hepatosteatosis decreased twofold, the number of patients with arterial hypertension was significantly reduced, as well as the number of children receiving antihypertensive therapy. Additionally, the number of patients meeting the criteria for metabolic syndrome decreased threefold. CONCLUSIONS A well-formulated short-term ketogenic diet is effective in treating obesity, metabolic syndrome, and related comorbidities, and can be part of a comprehensive approach for these patients.
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Affiliation(s)
- Ivanka N. Paskaleva
- Department of Pediatrics “Prof. Dr. Ivan Andreev”, Faculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (N.N.K.); (P.P.M.); (I.S.I.)
| | - Nartsis N. Kaleva
- Department of Pediatrics “Prof. Dr. Ivan Andreev”, Faculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (N.N.K.); (P.P.M.); (I.S.I.)
| | - Teodora D. Dimcheva
- Department of Medical Informatics, Biostatistics and e-Learning, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
| | - Petya P. Markova
- Department of Pediatrics “Prof. Dr. Ivan Andreev”, Faculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (N.N.K.); (P.P.M.); (I.S.I.)
| | - Ivan S. Ivanov
- Department of Pediatrics “Prof. Dr. Ivan Andreev”, Faculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (N.N.K.); (P.P.M.); (I.S.I.)
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Su T, Zhong B, Tang C, Qiao S, Feng Y, Peng H, Gu X. Correlation between epicardial adipose tissue and myocardial injury in patients with COVID-19. Front Physiol 2024; 15:1368542. [PMID: 38706946 PMCID: PMC11066173 DOI: 10.3389/fphys.2024.1368542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/08/2024] [Indexed: 05/07/2024] Open
Abstract
Background: Many people infected with COVID-19 develop myocardial injury. Epicardial adipose tissue (EAT) is among the various risk factors contributing to coronary artery disease. However, its correlation with myocardial injury in patients diagnosed with COVID-19 remains uncertain. Methods: We examined myocardial biomarkers in population affected by COVID-19 during the period from December 2022 to January 2023. The patients without myocardial injury were referred to as group A (n = 152) and those with myocardial injury were referred to as group B (n = 212). Results: 1) The A group and the B group exhibitedstatistically significant differences in terms of age, TC, CRP, Cr, BUN, LDL-C, IL-6, BNP, LVEF and EAT (p < 0.05). 2) EAT volumehad a close relationship with IL-6, LDL-C, cTnI, and CRP (p < 0.05); the corresponding correlation coefficient values were 0.24, 0.21, 0.24, and 0.16. In contrast to those with lower EAT volume, more subjects with a higher volume of EAT had myocardial injury (p < 0.05). Regression analysis showed that EAT, LDL-C, Age and Cr were established as independent risk variables for myocardial injury in subjects affected by COVID-19. 3) In COVID-19 patients, the likelihood of myocardial injury rised notably as EAT levels increase (p < 0.001). Addition of EAT to the basic risk model for myocardial injury resulted in improved reclassification. (Net reclassification index: 58.17%, 95% CI: 38.35%, 77.99%, p < 0.001). Conclusion: Patients suffering from COVID-19 with higher volume EAT was prone to follow myocardial injury and EAT was an independent predictor of heart damage in these individuals.
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Affiliation(s)
- Tianhong Su
- Department of Cardiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Bincheng Zhong
- Department of Emergency, The Tongren Hospital Affiliated to Shanghai Jiaotong University, School of Medicine, Shanghai, China
| | - Chao Tang
- Department of Cardiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Shunsong Qiao
- Department of Cardiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Yu Feng
- Department of Endocrinology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Hao Peng
- Department of Epidemiology, School of Public Health, Medical College of Soochow University, Suzhou, Jiangsu, China
| | - Xiaosong Gu
- Department of Cardiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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Jalil JE, Gabrielli L, Ocaranza MP, MacNab P, Fernández R, Grassi B, Jofré P, Verdejo H, Acevedo M, Cordova S, Sanhueza L, Greig D. New Mechanisms to Prevent Heart Failure with Preserved Ejection Fraction Using Glucagon-like Peptide-1 Receptor Agonism (GLP-1 RA) in Metabolic Syndrome and in Type 2 Diabetes: A Review. Int J Mol Sci 2024; 25:4407. [PMID: 38673991 PMCID: PMC11049921 DOI: 10.3390/ijms25084407] [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: 02/07/2024] [Revised: 04/02/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024] Open
Abstract
This review examines the impact of obesity on the pathophysiology of heart failure with preserved ejection fraction (HFpEF) and focuses on novel mechanisms for HFpEF prevention using a glucagon-like peptide-1 receptor agonism (GLP-1 RA). Obesity can lead to HFpEF through various mechanisms, including low-grade systemic inflammation, adipocyte dysfunction, accumulation of visceral adipose tissue, and increased pericardial/epicardial adipose tissue (contributing to an increase in myocardial fat content and interstitial fibrosis). Glucagon-like peptide 1 (GLP-1) is an incretin hormone that is released from the enteroendocrine L-cells in the gut. GLP-1 reduces blood glucose levels by stimulating insulin synthesis, suppressing islet α-cell function, and promoting the proliferation and differentiation of β-cells. GLP-1 regulates gastric emptying and appetite, and GLP-1 RA is currently indicated for treating type 2 diabetes (T2D), obesity, and metabolic syndrome (MS). Recent evidence indicates that GLP-1 RA may play a significant role in preventing HFpEF in patients with obesity, MS, or obese T2D. This effect may be due to activating cardioprotective mechanisms (the endogenous counter-regulatory renin angiotensin system and the AMPK/mTOR pathway) and by inhibiting deleterious remodeling mechanisms (the PKA/RhoA/ROCK pathway, aldosterone levels, and microinflammation). However, there is still a need for further research to validate the impact of these mechanisms on humans.
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Affiliation(s)
- Jorge E. Jalil
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Luigi Gabrielli
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - María Paz Ocaranza
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Paul MacNab
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Rodrigo Fernández
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Bruno Grassi
- Pontificia Universidad Católica de Chile, School of Medicine, Department of Nutrition and Diabetes, Santiago 8330055, Chile; (B.G.); (P.J.)
| | - Paulina Jofré
- Pontificia Universidad Católica de Chile, School of Medicine, Department of Nutrition and Diabetes, Santiago 8330055, Chile; (B.G.); (P.J.)
| | - Hugo Verdejo
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Monica Acevedo
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Samuel Cordova
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Luis Sanhueza
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
| | - Douglas Greig
- Pontificia Universidad Católica de Chile, School of Medicine, Division of Cardiovascular Diseases, Santiago 8330055, Chile; (L.G.); (P.M.); (R.F.); (H.V.); (M.A.); (S.C.); (L.S.); (D.G.)
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Ono R, Iwahana T, Aoki K, Kato H, Okada S, Kobayashi Y. Fulminant Myocarditis with SARS-CoV-2 Infection: A Narrative Review from the Case Studies. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2024; 2024:9000598. [PMID: 38469104 PMCID: PMC10927348 DOI: 10.1155/2024/9000598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 03/13/2024]
Abstract
One of the severe complications of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is myocarditis. However, the characteristics of fulminant myocarditis with SARS-CoV-2 infection are still unclear. We systematically reviewed the previously reported cases of fulminant myocarditis associated with SARS-CoV-2 infection from January 2020 to December 2022, identifying 108 cases. Of those, 67 were male and 41 female. The average age was 34.8 years; 30 patients (27.8%) were ≤20 years old, whereas 10 (9.3%) were ≥60. Major comorbidities included hypertension, obesity, diabetes mellitus, asthma, heart disease, gynecologic disease, hyperlipidemia, and connective tissue disorders. Regarding left ventricular ejection fraction (LVEF) at admission, 93% of the patients with fulminant myocarditis were classified as having heart failure with reduced ejection fraction (LVEF ≤ 40%). Most of the cases were administered catecholamines (97.8%), and mechanical circulatory support (MCS) was required in 67 cases (62.0%). The type of MCS was extracorporeal membrane oxygenation (n = 56, 83.6%), percutaneous ventricular assist device (Impella®) (n = 19, 28.4%), intra-aortic balloon pumping (n = 12, 12.9%), or right ventricular assist device (n = 2, 3.0%); combination of these devices occurred in 20 cases (29.9%). The average duration of MCS was 7.7 ± 3.8 days. Of the 76 surviving patients whose cardiac function was available for follow-up, 65 (85.5%) recovered normally. The overall mortality rate was 22.4%, and the recovery rate was 77.6% (alive: 83 patients, dead: 24 patients; outcome not described: 1 patient).
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Affiliation(s)
- Ryohei Ono
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Togo Iwahana
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Kaoruko Aoki
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Hirotoshi Kato
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Sho Okada
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Yoshio Kobayashi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba 260-8670, Japan
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Veronese-Araújo A, de Lucena DD, Aguiar-Brito I, Cristelli MP, Tedesco-Silva H, Medina-Pestana JO, Rangel ÉB. Sex Differences among Overweight/Obese Kidney Transplant Recipients Requiring Oxygen Support Amid the COVID-19 Pandemic. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1555. [PMID: 37763674 PMCID: PMC10535294 DOI: 10.3390/medicina59091555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 08/19/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023]
Abstract
Background and Objectives: Overweight/obesity puts individuals at greater risk for COVID-19 progression and mortality. We aimed to evaluate the impact of overweight/obesity on oxygen (O2) requirement outcomes of male and female kidney transplant recipients (KTRs) during the COVID-19 pandemic. Materials and Methods: We conducted a retrospective analysis of a cohort of KTRs diagnosed with COVID-19. Participants were stratified based on BMI categories, and data on the need for O2 therapy outcome were collected and analyzed separately for male and female KTRs. Results: In total, 284 KTRs (97 males and 187 females) were included in the study. Overweight/obesity was observed in 60.6% of male KTRs and 71% of female KTRs. Strikingly, overweight/obese women had a significantly higher requirement for supplemental O2 (63.3% vs. 41.7%, OR = 2.45, p = 0.03), particularly among older individuals (OR = 1.05, p = 0.04), smokers (OR = 4.55, p = 0.03), those with elevated lactate dehydrogenase (LDH) levels (OR = 1.01, p = 0.006), and those with lower admission and basal estimated glomerular filtration rate (eGFR) levels. Within this cohort, the necessity for O2 supplementation was correlated with more unfavorable outcomes. These included heightened mortality rates, transfers to the intensive care unit, employment of invasive mechanical ventilation, and the emergence of acute kidney injury requiring hemodialysis. On the other hand, although overweight/obese male KTRs had a higher prevalence of hypertension and higher fasting blood glucose levels, no significant association was found with COVID-19-related outcomes when compared to lean male KTRs. Conclusions: Overweight/obesity is highly prevalent in KTRs, and overweight/obese women demonstrated a higher need for supplemental O2. Therefore, the early identification of factors that predict a worse outcome in overweight/obese female KTRs affected by COVID-19 contributes to risk stratification and guides therapeutic decisions.
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Affiliation(s)
- Alexandre Veronese-Araújo
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
| | - Débora D. de Lucena
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
- Hospital do Rim, São Paulo 04038-002, SP, Brazil;
| | - Isabella Aguiar-Brito
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
| | | | - Hélio Tedesco-Silva
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
- Hospital do Rim, São Paulo 04038-002, SP, Brazil;
| | - José O. Medina-Pestana
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
- Hospital do Rim, São Paulo 04038-002, SP, Brazil;
| | - Érika B. Rangel
- Nephrology Division, Department of Medicine, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil; (A.V.-A.); (D.D.d.L.); (I.A.-B.); (H.T.-S.); (J.O.M.-P.)
- Hospital do Rim, São Paulo 04038-002, SP, Brazil;
- Hospital Israelita Albert Einstein, São Paulo 05652-900, SP, Brazil
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Sai Santhosha Mrudula A, Agarwal P, Vempati R, Alla D, Balusu K, Tarannum S, Patel K, Devaragudi S, Patel D, sultana Q, Paudel K. Clinical outcome of established diagnostic and treatment modalities of COVID-19-associated myocarditis: a systematic review. Ann Med Surg (Lond) 2023; 85:3583-3594. [PMID: 37427189 PMCID: PMC10328593 DOI: 10.1097/ms9.0000000000000964] [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: 03/02/2023] [Accepted: 06/10/2023] [Indexed: 07/11/2023] Open
Abstract
Despite the significant research and development of COVID-19 diagnostic and therapeutic approaches, the virus still poses a concern, particularly to groups that are already vulnerable. Several individuals experienced cardiac problems like myocardial infarction, arrhythmia, heart failure, cardiomyopathy, myocarditis, and pericarditis after they had recovered from the infection. Early diagnosis and timely management of sequelae are part of the therapy. However, there are gaps in the knowledge of the diagnostic and definitive treatment options for COVID-19 myocarditis. This review focuses on myocarditis associated with COVID-19. Objective This systemic review provides the most recent overview of myocarditis caused by COVID-19, including clinical manifestations, diagnostic techniques, available treatments, and outcomes. Methods The PubMed, Google Scholar, and ScienceDirect servers were used to conduct a systematic search in compliance with the PRISMA guidelines. Boolean search terms included "(COVID-19)" OR "(COVID19)" OR "(COVID-19 VIRUS INFECTION)" AND "(MYOCARDITIS)". The results were tabulated and analyzed. Results A total of 32 studies, including 26 case reports and 6 case series, were included in the final analysis, and 38 cases of COVID-19-associated myocarditis were analyzed. Middle-aged men constituted the most affected population (60.52%). Dyspnoea (63.15%), chest pain or discomfort (44.73%), and fever (42.10%) were the prevalent presentations. ST-segment abnormalities were reported in 48.38% of cases on electrocardiography testing. Leucocytic infiltration (60%) was the frequent finding obtained on endomyocardial biopsy. Cardiac magnetic resonance imaging yielded myocardial oedema (63.63%), and late gadolinium enhancement (54.54%) as the most common findings. Reduced ejection fraction (75%) was the frequent result obtained on echocardiography. Corticosteroids (76.31%) and immunomodulators (42.10%) were the well-established in-hospital medications. Veno-arterial extracorporeal membrane oxygenation (35%) was the most common intervention used to support the treatment. The frequent in-hospital complications were cardiogenic shock (30.76%), followed by pneumonia (23.07%). The mortality rate was 7.9%. Conclusion Early detection and timely management of myocarditis are essential to reduce the risk of developing further complications. It is crucial to emphasize the need to evaluate COVID-19 as a possible cause of myocarditis in populations that are young and healthy to avoid fatal consequences.
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Affiliation(s)
| | | | | | - Deekshitha Alla
- Department of Medicine, Andhra Medical College, Andhra Pradesh
| | | | | | - Krish Patel
- Department of Medicine, Government Medical College, Surat
| | - Sanjana Devaragudi
- Department of Medicine, Apollo Institute of Medical Sciences and Research, Hyderabad, India
| | - Devkumar Patel
- Department of Medicine, Deccan College of Medical Sciences, Telangana
| | - Qamar sultana
- Department of Medicine, Deccan College of Medical Sciences, Telangana
| | - Kusum Paudel
- Tribhuvan University Teaching Hospital, Institute of Medicine, Kathmandu, Nepal
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Veronese-Araújo A, de Lucena DD, Aguiar-Brito I, Modelli de Andrade LG, Cristelli MP, Tedesco-Silva H, Medina-Pestana JO, Rangel ÉB. Oxygen Requirement in Overweight/Obese Kidney Transplant Recipients with COVID-19: An Observational Cohort Study. Diagnostics (Basel) 2023; 13:2168. [PMID: 37443562 PMCID: PMC10340440 DOI: 10.3390/diagnostics13132168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 06/04/2023] [Accepted: 06/08/2023] [Indexed: 07/15/2023] Open
Abstract
INTRODUCTION Obesity is one of the components of the cardiometabolic syndrome that contributes to COVID-19 progression and mortality. Immunosuppressed individuals are at greater risk of the COVID-19 burden. Therefore, we sought to investigate the impact of the combination of overweight/obesity and kidney transplant on oxygen (O2) requirements in the COVID-19 setting. METHODS Retrospective analysis of 284 kidney transplant recipients (KTRs) from March/2020 to August/2020 in a single center. We investigated the risk factors associated with O2 requirements in overweight/obese KTRs. RESULTS Overall, 65.1% had a BMI (body mass index) ≥ 25 kg/m2, 52.4% were male, the mean age was 53.3 ± 11 years old, 78.4% had hypertension, and 41.1% had diabetes mellitus. BMI was an independent risk factor for O2 requirements (OR = 1.07, p = 0.02) alongside age, lymphopenia, and hyponatremia. When overweight/obese KTRs were older, smokers, they presented higher levels of lactate dehydrogenase (LDH), and lower levels of estimated glomerular filtration rate (eGFR), lymphocytes, and sodium at admission, and they needed O2 more often. CONCLUSION Being overweight/obese is associated with greater O2 requirements in KTRs, in particular in older people and smokers, with worse kidney allograft functions, more inflammation, and lower sodium levels. Therefore, the early identification of factors that predict a worse outcome in overweight/obese KTRs affected by COVID-19 contributes to risk stratification and therapeutic decisions.
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Affiliation(s)
- Alexandre Veronese-Araújo
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
| | - Débora D. de Lucena
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
- Hospital do Rim, São Paulo 04038-002, SP, Brazil
| | - Isabella Aguiar-Brito
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
| | | | | | - Hélio Tedesco-Silva
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
- Hospital do Rim, São Paulo 04038-002, SP, Brazil
| | - José O. Medina-Pestana
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
- Hospital do Rim, São Paulo 04038-002, SP, Brazil
| | - Érika B. Rangel
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
- Hospital do Rim, São Paulo 04038-002, SP, Brazil
- Hospital Israelita Albert Einstein, São Paulo 05652-900, SP, Brazil
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Kologrivova IV, Naryzhnaya NV, Koshelskaya OA, Suslova TE, Kravchenko ES, Kharitonova OA, Evtushenko VV, Boshchenko AA. Association of Epicardial Adipose Tissue Adipocytes Hypertrophy with Biomarkers of Low-Grade Inflammation and Extracellular Matrix Remodeling in Patients with Coronary Artery Disease. Biomedicines 2023; 11:biomedicines11020241. [PMID: 36830779 PMCID: PMC9953115 DOI: 10.3390/biomedicines11020241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/19/2023] Open
Abstract
The aim of the study was to compare the morphological features of epicardial adipose tissue (EAT) adipocyte with the circulating inflammatory biomarkers and parameters of extracellular matrix remodeling in patients with coronary artery disease (CAD). We recruited 42 patients with CAD (m/f 28/14) who were scheduled for coronary artery bypass graft surgery (CABG). EAT adipocytes were obtained by the enzymatic method from intraoperative adipose tissue samples. Concentrations of secreted and lipoprotein-associated phospholipase A2 (sPLA2 and LpPLA2), TNF-α, IL-1β, IL-6, IL-10, high-sensitive C-reactive protein (hsCRP), metalloproteinase-9 (MMP-9), MMP-2, C-terminal cross-linking telopeptide of type I collagen (CTX-I), and tissue inhibitor of metalloproteinase 1 (TIMP-1) were measured in blood serum. Patients were divided into two groups: group 1-with mean EAT adipocytes' size ≤ 87.32 μm; group 2-with mean EAT adipocytes' size > 87.32 μm. Patients of group 2 had higher concentrations of triglycerides, hsCRP, TNF-α, and sPLA2 and a lower concentration of CTX-I. A multiple logistic regression model was created (RN2 = 0.43, p = 0.0013). Concentrations of TNF-α, sPLA2 and CTX-I appeared to be independent determinants of the EAT adipocyte hypertrophy. ROC analysis revealed the 78% accuracy, 71% sensitivity, and 85% specificity of the model, AUC = 0.82. According to our results, chronic low-grade inflammation and extracellular matrix remodeling are closely associated with the development of hypertrophy of EAT adipocytes, with serum concentrations of TNF-α, sPLA2 and CTX-I being the key predictors, describing the variability of epicardial adipocytes' size.
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Affiliation(s)
- Irina V. Kologrivova
- Correspondence: (I.V.K.); (N.V.N.); Tel.: +79-131-053-869 (I.V.K.); +79-039-542-139 (N.V.N.)
| | - Natalia V. Naryzhnaya
- Correspondence: (I.V.K.); (N.V.N.); Tel.: +79-131-053-869 (I.V.K.); +79-039-542-139 (N.V.N.)
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9
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Garcia JN, Wanjalla CN, Mashayekhi M, Hasty AH. Immune Cell Activation in Obesity and Cardiovascular Disease. Curr Hypertens Rep 2022; 24:627-637. [PMID: 36136214 PMCID: PMC9510332 DOI: 10.1007/s11906-022-01222-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/01/2022] [Indexed: 01/31/2023]
Abstract
PURPOSE OF REVIEW In this review, we focus on immune cell activation in obesity and cardiovascular disease, highlighting specific immune cell microenvironments present in individuals with atherosclerosis, non-ischemic heart disease, hypertension, and infectious diseases. RECENT FINDINGS Obesity and cardiovascular disease are intimately linked and often characterized by inflammation and a cluster of metabolic complications. Compelling evidence from single-cell analysis suggests that obese adipose tissue is inflammatory and infiltrated by almost all immune cell populations. How this inflammatory tissue state contributes to more systemic conditions such as cardiovascular and infectious disease is less well understood. However, current research suggests that changes in the adipose tissue immune environment impact an individual's ability to combat illnesses such as influenza and SARS-CoV2. Obesity is becoming increasingly prevalent globally and is often associated with type 2 diabetes and heart disease. An increased inflammatory state is a major contributor to this association. Widespread chronic inflammation in these disease states is accompanied by an increase in both innate and adaptive immune cell activation. Acutely, these immune cell changes are beneficial as they sustain homeostasis as inflammation increases. However, persistent inflammation subsequently damages tissues and organs throughout the body. Future studies aimed at understanding the unique immune cell populations in each tissue compartment impacted by obesity may hold potential for therapeutic applications.
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Affiliation(s)
- Jamie N Garcia
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, 702 Light Hall, Nashville, TN, 37232, USA
| | - Celestine N Wanjalla
- Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mona Mashayekhi
- Division of Diabetes, Endocrinology and Metabolism, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alyssa H Hasty
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, 702 Light Hall, Nashville, TN, 37232, USA.
- VA Tennessee Valley Healthcare System, Nashville, TN, USA.
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10
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Lobato TB, Gennari-Felipe M, Pauferro JRB, Correa IS, Santos BF, Dias BB, de Oliveira Borges JC, dos Santos CS, de Sousa Santos ES, de Araújo MJL, Ferreira LA, Pereira SA, Serdan TDA, Levada-Pires AC, Hatanaka E, Borges L, Cury-Boaventura MF, Vinolo MAR, Pithon-Curi TC, Masi LN, Curi R, Hirabara SM, Gorjão R. Leukocyte metabolism in obese type 2 diabetic individuals associated with COVID-19 severity. Front Microbiol 2022; 13:1037469. [PMID: 36406408 PMCID: PMC9670542 DOI: 10.3389/fmicb.2022.1037469] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 10/12/2022] [Indexed: 03/27/2024] Open
Abstract
Recent studies show that the metabolic characteristics of different leukocytes, such as, lymphocytes, neutrophils, and macrophages, undergo changes both in the face of infection with SARS-CoV-2 and in obesity and type 2 diabetes mellitus (DM2) condition. Thus, the objective of this review is to establish a correlation between the metabolic changes caused in leukocytes in DM2 and obesity that may favor a worse prognosis during SARS-Cov-2 infection. Chronic inflammation and hyperglycemia, specific and usual characteristics of obesity and DM2, contributes for the SARS-CoV-2 replication and metabolic disturbances in different leukocytes, favoring the proinflammatory response of these cells. Thus, obesity and DM2 are important risk factors for pro-inflammatory response and metabolic dysregulation that can favor the occurrence of the cytokine storm, implicated in the severity and high mortality risk of the COVID-19 in these patients.
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Affiliation(s)
- Tiago Bertola Lobato
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Matheus Gennari-Felipe
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | | | - Ilana Souza Correa
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Beatriz Ferreira Santos
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Beatriz Belmiro Dias
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - João Carlos de Oliveira Borges
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Camila Soares dos Santos
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | | | - Maria Janaína Leite de Araújo
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Liliane Araújo Ferreira
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Sara Araujo Pereira
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | | | - Adriana Cristina Levada-Pires
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Elaine Hatanaka
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Leandro Borges
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Maria Fernanda Cury-Boaventura
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Marco Aurélio Ramirez Vinolo
- Laboratory of Immunoinflammation, Department of Genetics, Evolution, Microbiology, and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Tania Cristina Pithon-Curi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Laureane Nunes Masi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Rui Curi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
- Immunobiological Production Section, Bioindustrial Center, Butantan Institute, São Paulo, Brazil
| | - Sandro Massao Hirabara
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
| | - Renata Gorjão
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brasil
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11
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Aburto S, Cisterna M, Acuña J, Ruíz C, Viscardi S, Márquez JL, Villano I, Letelier P, Guzmán N. Obesity as a Risk Factor for Severe COVID-19 in Hospitalized Patients: Epidemiology and Potential Mechanisms. Healthcare (Basel) 2022; 10:1838. [PMID: 36292285 PMCID: PMC9601462 DOI: 10.3390/healthcare10101838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/14/2022] [Accepted: 09/17/2022] [Indexed: 12/15/2022] Open
Abstract
SARS-CoV-2 infection is a global public health problem, causing significant morbidity and mortality. Evidence shows that obesity is a recognized risk factor for hospitalization, admission to critical care units, and the development of serious complications from COVID-19. This review analyzes the available epidemiological evidence that relates obesity to a higher risk of severity and mortality from COVID-19, examining the possible pathophysiological mechanisms that explain this phenomenon on a cellular and molecular level.
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Affiliation(s)
- Scarleth Aburto
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
| | - Mischka Cisterna
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
| | - Javiera Acuña
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
| | - Camila Ruíz
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
| | - Sharon Viscardi
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
- Núcleo de Investigación en Producción Alimentaria, Universidad Católica de Temuco, Temuco 4780000, Chile
- Biotechnology of Functional Foods Laboratory, Camino Sanquilco, Parcela 18, Padre Las Casas 4850000, Chile
| | - José Luis Márquez
- Escuela de Kinesiología, Facultad de Ciencias Médicas, Universidad de Santiago de Chile, Santiago 9160000, Chile
| | - Ines Villano
- Dipartimento di Medicina Sperimentale, Università degli Studi della Campania Luigi Vanvitelli, 81100 Caserta, Italy
| | - Pablo Letelier
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
| | - Neftalí Guzmán
- Laboratorio de Investigación en Salud de Precisión, Departamento de Procesos Diagnósticos y Evaluación, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco 4780000, Chile
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12
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Steenblock C, Hassanein M, Khan EG, Yaman M, Kamel M, Barbir M, Lorke DE, Everett D, Bejtullah S, Lohmann T, Lindner U, Tahirukaj E, Jirjees FJ, Soliman SS, Quitter F, Bornstein SR. Obesity and COVID-19: What are the Consequences? Horm Metab Res 2022; 54:496-502. [PMID: 35724688 PMCID: PMC9427204 DOI: 10.1055/a-1878-9757] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Obesity is an increasing health problem all over the world. In combination with the current COVID-19 pandemic, this has turned into a massive challenge as individuals with overweight and obesity at all ages show a significant increase in their risk of getting severe COVID-19. Around 20% of all patients that were hospitalized for COVID-19 suffered from obesity alone, whereas obesity in combination with other metabolic comorbidities, such as type 2 diabetes and hypertension, account for up to 60% of all hospitalizations in relation to COVID-19. Therefore, it is of immense importance to put the spotlight on the high incidence of obesity present already in childhood both by changing the individual minds and by encouraging politicians and the whole society to commence preventive interventions for achieving a better nutrition for all social classes all over the world. In the current review, we aim to explain the different pathways and mechanisms that are responsible for the increased risk of severe COVID-19 in people with overweight and obesity. Furthermore, we discuss how the pandemic has led to weight gains in many people during lockdown. At the end, we discuss the importance of preventing such an interface between a non-communicable disease like obesity and a communicable disease like COVID-19 in the future.
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Affiliation(s)
- Charlotte Steenblock
- Department of Medicine III, Universitätsklinikum Carl Gustav
Carus, Dresden, Germany
- Correspondence Dr. Charlotte Steenblock University Hospital Carl Gustav Carus, Technische Universität
Dresden, Department of Medicine IIIFetscherstraße 7401307 DresdenGermany+493514586130+493514586398
| | - Mohamed Hassanein
- Department of Diabetes and Endocrinology, Dubai Hospital, Dubai, United
Arab Emirates
| | - Emran G. Khan
- Endocrinology and Diabetology, King’s College Hospital London,
Dubai, United Arab Emirates
| | - Mohamad Yaman
- Building 6, Nesmah Technology, Dubai, United Arab
Emirates
| | - Margrit Kamel
- Center for Regenerative Therapies Dresden, Technische Universitat
Dresden, Dresden, Germany
| | - Mahmoud Barbir
- Department of Cardiology, Harefield Hospital, Harefield, United Kingdom
of Great Britain and Northern Ireland
| | - Dietrich E. Lorke
- Department of Anatomy and Cellular Biology, Khalifa University, Abu
Dhabi, United Arab Emirates
| | - Dean Everett
- Department of Pathology and Infectious Diseases, Khalifa University,
Abu Dhabi, United Arab Emirates
| | | | | | - Uwe Lindner
- Internal Medicine II, Klinikum Chemnitz, Chemnitz,
Germany
| | - Ermal Tahirukaj
- Department of Medicine III, Universitätsklinikum Carl Gustav
Carus, Dresden, Germany
| | | | - Sameh S.M. Soliman
- College of Pharmacy, University of Sharjah, Sharjah, United Arab
Emirates
| | - Friederike Quitter
- Klinik für Kinder- und Jugendmedizin,
Universitätsklinikum Carl Gustav Carus, Dresden, Germany
| | - Stefan R. Bornstein
- Department of Medicine III, Universitätsklinikum Carl Gustav
Carus, Dresden, Germany
- School of Cardiovascular and Metabolic Medicine and Sciences, Faculty
of Life Sciences & Medicine, King’s College London, London,
UK
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13
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Yu L, Zhang X, Ye S, Lian H, Wang H, Ye J. Obesity and COVID-19: Mechanistic Insights From Adipose Tissue. J Clin Endocrinol Metab 2022; 107:1799-1811. [PMID: 35262698 PMCID: PMC8992328 DOI: 10.1210/clinem/dgac137] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Indexed: 02/08/2023]
Abstract
Obesity is associated with an increase in morbidity and mortality from coronavirus disease 2019 (COVID-19). The risk is related to the cytokine storm, a major contributor to multiorgan failure and a pathological character of COVID-19 patients with obesity. While the exact cause of the cytokine storm remains elusive, disorders in energy metabolism has provided insights into the mechanism. Emerging data suggest that adipose tissue in obesity contributes to the disorders in several ways. First, adipose tissue restricts the pulmonary function by generation of mechanical pressures to promote systemic hypoxia. Second, adipose tissue supplies a base for severe acute respiratory syndrome coronavirus 2 entry by overexpression of viral receptors [angiotensin-converting enzyme 2 and dipeptidyl peptidase 4]. Third, impaired antiviral responses of adipocytes and immune cells result in dysfunction of immunologic surveillance as well as the viral clearance systems. Fourth, chronic inflammation in obesity contributes to the cytokine storm by secreting more proinflammatory cytokines. Fifth, abnormal levels of adipokines increase the risk of a hyperimmune response to the virus in the lungs and other organs to enhance the cytokine storm. Mitochondrial dysfunction in adipocytes, immune cells, and other cell types (endothelial cells and platelets, etc) is a common cellular mechanism for the development of cytokine storm, which leads to the progression of mild COVID-19 to severe cases with multiorgan failure and high mortality. Correction of energy surplus through various approaches is recommended in the prevention and treatment of COVID-19 in the obese patients.
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Affiliation(s)
- Lili Yu
- Department of Immunology, Institute of Precision Medicine, School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang 453003, China
| | - Xiaoying Zhang
- Metabolic Disease Research Center, Zhengzhou University Affiliated Zhengzhou Central Hospital, Zhengzhou 450007, China
| | - Sarah Ye
- Medical College of Georgia at Augusta University, Augusta, Georgia, USA
| | - Hongkai Lian
- Metabolic Disease Research Center, Zhengzhou University Affiliated Zhengzhou Central Hospital, Zhengzhou 450007, China
| | - Hui Wang
- Henan Key Laboratory of Immunology and Targeted Therapy, Henan Collaborative Innovation Center of Molecular Diagnosis and Laboratory Medicine, School of Laboratory Medicine, Xinxiang Medical University, Xinxiang 453003, China
| | - Jianping Ye
- Metabolic Disease Research Center, Zhengzhou University Affiliated Zhengzhou Central Hospital, Zhengzhou 450007, China
- Center for Advanced Medicine, College of Medicine, Zhengzhou University, Zhengzhou 450007, China
- Corresponding author:
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14
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Bartoli A, Fournel J, Ait-Yahia L, Cadour F, Tradi F, Ghattas B, Cortaredona S, Million M, Lasbleiz A, Dutour A, Gaborit B, Jacquier A. Automatic Deep-Learning Segmentation of Epicardial Adipose Tissue from Low-Dose Chest CT and Prognosis Impact on COVID-19. Cells 2022; 11:1034. [PMID: 35326485 PMCID: PMC8947414 DOI: 10.3390/cells11061034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 03/09/2022] [Accepted: 03/16/2022] [Indexed: 11/16/2022] Open
Abstract
Background: To develop a deep-learning (DL) pipeline that allowed an automated segmentation of epicardial adipose tissue (EAT) from low-dose computed tomography (LDCT) and investigate the link between EAT and COVID-19 clinical outcomes. Methods: This monocentric retrospective study included 353 patients: 95 for training, 20 for testing, and 238 for prognosis evaluation. EAT segmentation was obtained after thresholding on a manually segmented pericardial volume. The model was evaluated with Dice coefficient (DSC), inter-and intraobserver reproducibility, and clinical measures. Uni-and multi-variate analyzes were conducted to assess the prognosis value of the EAT volume, EAT extent, and lung lesion extent on clinical outcomes, including hospitalization, oxygen therapy, intensive care unit admission and death. Results: The mean DSC for EAT volumes was 0.85 ± 0.05. For EAT volume, the mean absolute error was 11.7 ± 8.1 cm3 with a non-significant bias of −4.0 ± 13.9 cm3 and a correlation of 0.963 with the manual measures (p < 0.01). The multivariate model providing the higher AUC to predict adverse outcome include both EAT extent and lung lesion extent (AUC = 0.805). Conclusions: A DL algorithm was developed and evaluated to obtain reproducible and precise EAT segmentation on LDCT. EAT extent in association with lung lesion extent was associated with adverse clinical outcomes with an AUC = 0.805.
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Affiliation(s)
- Axel Bartoli
- Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France; (L.A.-Y.); (F.C.); (F.T.); (A.J.)
- CRMBM—UMR CNRS 7339, Aix-Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France;
| | - Joris Fournel
- CRMBM—UMR CNRS 7339, Aix-Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France;
| | - Léa Ait-Yahia
- Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France; (L.A.-Y.); (F.C.); (F.T.); (A.J.)
| | - Farah Cadour
- Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France; (L.A.-Y.); (F.C.); (F.T.); (A.J.)
- CRMBM—UMR CNRS 7339, Aix-Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France;
| | - Farouk Tradi
- Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France; (L.A.-Y.); (F.C.); (F.T.); (A.J.)
| | - Badih Ghattas
- I2M—UMR CNRS 7373, Luminy Faculty of Sciences, Aix-Marseille University, 163 Avenue de Luminy, Case 901, 13009 Marseille, France;
| | - Sébastien Cortaredona
- IHU Méditerranée Infection, 19–21 Boulevard Jean Moulin, 13005 Marseille, France; (S.C.); (M.M.)
- VITROME, SSA, IRD, Aix-Marseille University, 13005 Marseille, France
| | - Matthieu Million
- IHU Méditerranée Infection, 19–21 Boulevard Jean Moulin, 13005 Marseille, France; (S.C.); (M.M.)
- MEPHI, IRD, AP-HM, Aix Marseille University, 13005 Marseille, France
| | - Adèle Lasbleiz
- C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France; (A.L.); (A.D.); (B.G.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, AP-HM, 13915 Marseille, France
| | - Anne Dutour
- C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France; (A.L.); (A.D.); (B.G.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, AP-HM, 13915 Marseille, France
| | - Bénédicte Gaborit
- C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France; (A.L.); (A.D.); (B.G.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, AP-HM, 13915 Marseille, France
| | - Alexis Jacquier
- Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France; (L.A.-Y.); (F.C.); (F.T.); (A.J.)
- CRMBM—UMR CNRS 7339, Aix-Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France;
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15
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Doukbi E, Soghomonian A, Sengenès C, Ahmed S, Ancel P, Dutour A, Gaborit B. Browning Epicardial Adipose Tissue: Friend or Foe? Cells 2022; 11:991. [PMID: 35326442 PMCID: PMC8947372 DOI: 10.3390/cells11060991] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/04/2022] [Accepted: 03/09/2022] [Indexed: 02/08/2023] Open
Abstract
The epicardial adipose tissue (EAT) is the visceral fat depot of the heart which is highly plastic and in direct contact with myocardium and coronary arteries. Because of its singular proximity with the myocardium, the adipokines and pro-inflammatory molecules secreted by this tissue may directly affect the metabolism of the heart and coronary arteries. Its accumulation, measured by recent new non-invasive imaging modalities, has been prospectively associated with the onset and progression of coronary artery disease (CAD) and atrial fibrillation in humans. Recent studies have shown that EAT exhibits beige fat-like features, and express uncoupling protein 1 (UCP-1) at both mRNA and protein levels. However, this thermogenic potential could be lost with age, obesity and CAD. Here we provide an overview of the physiological and pathophysiological relevance of EAT and further discuss whether its thermogenic properties may serve as a target for obesity therapeutic management with a specific focus on the role of immune cells in this beiging phenomenon.
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Affiliation(s)
- Elisa Doukbi
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
| | - Astrid Soghomonian
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, APHM, F-13005 Marseille, France
| | - Coralie Sengenès
- Stromalab, CNRS ERL5311, EFS, INP-ENVT, INSERM U1031, University of Toulouse, F-31100 Toulouse, France;
- Institut National de la Santé et de la Recherche Médicale, University Paul Sabatier, F-31100 Toulouse, France
| | - Shaista Ahmed
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
| | - Patricia Ancel
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
| | - Anne Dutour
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, APHM, F-13005 Marseille, France
| | - Bénédicte Gaborit
- INSERM, INRAE, C2VN, Aix-Marseille University, F-13005 Marseille, France; (E.D.); (A.S.); (S.A.); (P.A.); (A.D.)
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, APHM, F-13005 Marseille, France
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16
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Sanoudou D, Hill MA, Belanger MJ, Arao K, Mantzoros CS. Editorial: Obesity, metabolic phenotypes and COVID-19. Metabolism 2022; 128:155121. [PMID: 35026232 PMCID: PMC8743503 DOI: 10.1016/j.metabol.2021.155121] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 12/27/2021] [Accepted: 12/29/2021] [Indexed: 02/07/2023]
Affiliation(s)
- Despina Sanoudou
- 4th Department of Internal Medicine, Clinical Genomics and Pharmacogenomics Unit, 'Attikon' Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece; Center for New Biotechnologies and Precision Medicine, Medical School, National and Kapodistrian University of Athens, Athens, Greece; Molecular Biology Division, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - Michael A Hill
- Dalton Cardiovascular Research Center and Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, 65211, MO, USA.
| | | | - Kevin Arao
- Department of Medicine, Boston VA Healthcare System and Boston University School of Medicine, Boston, MA 02115, USA
| | - Christos S Mantzoros
- Department of Medicine, Boston VA Healthcare System and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
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Rizvi AA, Janez A, Rizzo M. Cardiometabolic Alterations in the Interplay of COVID-19 and Diabetes: Current Knowledge and Future Avenues. Int J Mol Sci 2021; 22:ijms222212311. [PMID: 34830193 PMCID: PMC8619040 DOI: 10.3390/ijms222212311] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 11/03/2021] [Indexed: 01/13/2023] Open
Affiliation(s)
- Ali A. Rizvi
- Department of Medicine, University of Central Florida College of Medicine, Orlando, FL 32827, USA;
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of South Carolina, Columbia, SC 29208, USA
| | - Andrej Janez
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Clinical Center Ljubljana, 1000 Ljubljana, Slovenia;
| | - Manfredi Rizzo
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of South Carolina, Columbia, SC 29208, USA
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialties (Promise), School of Medicine, University of Palermo, 90100 Palermo, Italy
- Correspondence:
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