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Silveira THR, Silva FH, Hill WG, Antunes E, de Oliveira MG. Targeting NADPH Oxidase as an Approach for Diabetic Bladder Dysfunction. Antioxidants (Basel) 2024; 13:1155. [PMID: 39456409 PMCID: PMC11504422 DOI: 10.3390/antiox13101155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 10/28/2024] Open
Abstract
Diabetic bladder dysfunction (DBD) is the most prevalent complication of diabetes mellitus (DM), affecting >50% of all patients. Currently, no specific treatment is available for this condition. In the early stages of DBD, patients typically complain of frequent urination and often have difficulty sensing when their bladders are full. Over time, bladder function deteriorates to a decompensated state in which incontinence develops. Based on studies of diabetic changes in the eye, kidney, heart, and nerves, it is now recognized that DM causes tissue damage by altering redox signaling in target organs. NADPH oxidase (NOX), whose sole function is the production of reactive oxygen species (ROS), plays a pivotal role in other well-known and bothersome diabetic complications. However, there is a substantial gap in understanding how NOX controls bladder function in health and the impact of NOX on DBD. The current review provides a thorough overview of the various NOX isoforms and their roles in bladder function and discusses the importance of further investigating the role of NOXs as a key contributor to DBD pathogenesis, either as a trigger and/or an effector and potentially as a target.
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Affiliation(s)
| | - Fábio Henrique Silva
- Laboratory of Pharmacology, São Francisco University (USF), Bragança Paulista, Sao Paulo 12916-900, Brazil; (T.H.R.S.); (F.H.S.)
| | - Warren G. Hill
- Laboratory of Voiding Dysfunction, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA;
| | - Edson Antunes
- Department of Translational Medicine, Pharmacology Area, Faculty of Medical Sciences, University of Campinas (UNICAMP), Campinas, Sao Paulo 13083-970, Brazil;
| | - Mariana G. de Oliveira
- Laboratory of Pharmacology, São Francisco University (USF), Bragança Paulista, Sao Paulo 12916-900, Brazil; (T.H.R.S.); (F.H.S.)
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Sasaki N, Maeda R, Ozono R, Yoshimura K, Nakano Y, Higashi Y. Differences in the impact of newly diagnosed type 2 diabetes on cardiovascular mortality between normotensive and hypertensive individuals. J Hypertens 2024; 42:610-619. [PMID: 38441184 DOI: 10.1097/hjh.0000000000003671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
OBJECTIVE We investigated the interrelationship between hyperglycemia and hypertension on cardiovascular mortality in the middle-aged and elderly people. METHODS In this retrospective cohort study that used data from the Hiroshima Study on Glucose Metabolism and Cardiovascular Diseases, we included 16,564 participants without cardiovascular disease (mean age: 65.8 years; 6179 normoglycemic people, 3017 people with newly diagnosed type 2 diabetes, and 7368 people with prediabetes per the 75-g oral glucose tolerance test). Hypertension was defined as the use of antihypertensive medications and/or having a systolic/diastolic blood pressure of at least 140/90 mm Hg. RESULTS During a median follow-up period of 12.4 years, a total of 1513 cardiovascular death occurred. Cardiovascular death rates per 1000 participant-years were 4.01, 4.98, 8.33, 8.22, 8.81, and 11.1 among normotensive participants with normal glycemia, prediabetes, and diabetes and hypertensive participants with normal glycemia, prediabetes, and diabetes, respectively. Prediabetes was significantly associated with a high risk of cardiovascular mortality in normotensive individuals [hazard ratio: 1.24, 95% confidence interval (95% CI): 1.02-1.50] but not in hypertensive individuals. Type 2 diabetes was associated with a high risk of cardiovascular mortality in both normotensive (hazard ratio: 1.94, 95% CI: 1.55-2.43) and hypertensive individuals (hazard ratio: 1.35, 95% CI: 1.13-1.62). Stratified analyses revealed no significant impact of type 2 diabetes on cardiovascular mortality in hypertensive individuals aged at least 65 years. CONCLUSION The effect of hyperglycemia on cardiovascular death differed with age and the presence or absence of hypertension, demonstrating the clinical importance of case-specific risk assessments.
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Affiliation(s)
- Nobuo Sasaki
- Health Management and Promotion Center, Hiroshima Atomic Bomb Casualty Council
- Department of Regenerative Medicine, Research Institute for Radiation Biology and Medicine, Hiroshima University
| | - Ryo Maeda
- Health Management and Promotion Center, Hiroshima Atomic Bomb Casualty Council
| | - Ryoji Ozono
- Department of General Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences
| | - Kenichi Yoshimura
- Department of Biostatistics, Medical Center for Translational and Clinical Research, Hiroshima University Hospital
| | - Yukiko Nakano
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yukihito Higashi
- Department of Regenerative Medicine, Research Institute for Radiation Biology and Medicine, Hiroshima University
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Rai S, Jha RR, Prasad S, Kumar D, Rana RK. Predictors for Concurrent Diabetes in Tuberculosis Patients. Perspectives from Two Mining Districts of Eastern Tribal State Jharkhand, in India. Indian J Community Med 2024; 49:404-410. [PMID: 38665445 PMCID: PMC11042151 DOI: 10.4103/ijcm.ijcm_11_23] [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: 01/08/2023] [Accepted: 10/17/2023] [Indexed: 04/28/2024] Open
Abstract
Background Tuberculosis and diabetes both diseases are present in large numbers in the country and we are major contributors to both globally. With the objective to understand the various traits of patients having both tuberculosis and diabetes and to ascertain various possible predictors for such occurrence based on the public health database we carried out this study. We seek answers to questions like they have any effects? Are they having any additive role to play? Methods One-year data from the NIKSHAY portal of both districts were analyzed to look for possible associations and other variable traits. Data were analyzed using standard methods to express data in frequency and percentage. Chi-square test was used to establish association, while step-wise approach was used to calculate univariate and multivariate logistic regression analysis for knowing various predictors. P-value of <0.05 was considered statistically significant. Results Concurrent diabetes in tuberculosis patients was close to 294 (6%) in the 4933 individuals. In total, 65.2% of the study population were male. Diagnosis of tuberculosis was made most of the time by chest X-ray (49.4%) followed by Microscopy ZN staining and cartridge-based nucleic acid amplification test (CBNAAT). Death was more among diabetics (4.4%) as compared to nondiabetics (3.5%). Conclusion Diabetes is increasing in tuberculosis patients; improvement in data quality is needed. More research is required to reveal various other reasons that make tuberculosis patients more prone to develop diabetes.
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Affiliation(s)
- Sandeep Rai
- Department of Community Medicine, T S Misra Medical College and Hospitals, Amausi, Lucknow, Uttar Pradesh, India
| | - Ravi Ranjan Jha
- Department of Preventive and Social Medicine, Shaheed Nirmal Medical College and Hospital, Dhanbad, Jharkhand, India
| | - Santosh Prasad
- Department of Paediatrics, Tata Central Hospital, Jamadoba, Dhanbad, Jharkhand, India
| | - Dewesh Kumar
- Department of Preventive and Social Medicine, Rajendra Institute of Medical Sciences, Ranchi, Jharkhand, India
| | - Rishabh Kumar Rana
- Department of Preventive and Social Medicine, Shaheed Nirmal Medical College and Hospital, Dhanbad, Jharkhand, India
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Cheng Z, Wang Y, Jiang X, Ren W, Lei S, Deng F, Wu L. High sensitivity C-reactive protein and prediabetes progression and regression in middle-aged and older adults: A prospective cohort study. J Diabetes Investig 2024; 15:78-86. [PMID: 37803908 PMCID: PMC10759715 DOI: 10.1111/jdi.14090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 06/27/2023] [Accepted: 09/12/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND This study aimed to investigate the effect of systemic inflammation, assessed by high sensitivity C-reactive protein (hs-CRP) levels, on prediabetes progression and regression in middle-aged and older adults based on the China Health and Retirement Longitudinal Study (CHARLS). METHODS Participants with prediabetes from CHARLS were followed up 4 years later with blood samples collected for measuring fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c). The level of hs-CRP was assessed at baseline and categorized into tertiles (low, middle, and high groups). Prediabetes at baseline and follow-up was defined primarily according to the American Diabetes Association (ADA) criteria. Logistic regression models were used to estimate the odds ratios (ORs) and confidence intervals (CIs). We also performed stratified analyses according to age, gender, BMI, the presence of hypertension, and the disease history of heart disease and dyslipidemia and sensitivity analyses excluding a subset of participants with incomplete data. RESULTS Of the 2,874 prediabetes included at baseline, 834 participants remained as having prediabetes, 146 progressed to diabetes, and 1,894 regressed to normoglycemia based on ADA criteria with a 4 year follow-up. After multivariate logistics regression analysis, prediabetes with middle (0.67-1.62 mg/L) and high (>1.62 mg/L) hs-CRP levels had an increased incidence of progressing to diabetes compared with prediabetes with low hs-CRP levels (<0.67 mg/L; OR = 1.846, 95%CI: 1.129-3.018; and OR = 1.632, 95%CI: 0.985-2.703, respectively), and the incidence of regressing to normoglycemia decreased (OR = 0.793, 95%CI: 0.645-0.975; and OR = 0.769, 95%CI: 0.623-0.978, respectively). Stratified analyses and sensitivity analyses showed consistent results. CONCLUSIONS Low levels of hs-CRP are associated with a high incidence of regression from prediabetes to normoglycemia and reduced odds of progression to diabetes.
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Affiliation(s)
- Zi‐Jian Cheng
- Center for Genetic Epidemiology and GenomicsSchool of Public Health, Medical College of Soochow UniversitySuzhouJiangsuChina
| | - Yan‐Fei Wang
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric DiseasesSoochow UniversitySuzhouJiangsuChina
| | - Xi‐Yuan Jiang
- Center of OsteoporosisKunshan Hospital of Traditional Chinese MedicineKunshanJiangsuChina
| | - Wen‐Yan Ren
- Cambridge‐Suda Genomic Resource Center, Jiangsu Key Laboratory of Neuropsychiatric DiseasesMedical College of Soochow UniversitySuzhouJiangsuChina
| | - Shu‐Feng Lei
- Center for Genetic Epidemiology and GenomicsSchool of Public Health, Medical College of Soochow UniversitySuzhouJiangsuChina
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric DiseasesSoochow UniversitySuzhouJiangsuChina
| | - Fei‐Yan Deng
- Center for Genetic Epidemiology and GenomicsSchool of Public Health, Medical College of Soochow UniversitySuzhouJiangsuChina
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric DiseasesSoochow UniversitySuzhouJiangsuChina
| | - Long‐Fei Wu
- Center for Genetic Epidemiology and GenomicsSchool of Public Health, Medical College of Soochow UniversitySuzhouJiangsuChina
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric DiseasesSoochow UniversitySuzhouJiangsuChina
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Halalau A, Roy S, Hegde A, Khanal S, Langnas E, Raja M, Homayouni R. Risk factors associated with glycated hemoglobin A1c trajectories progressing to type 2 diabetes. Ann Med 2023; 55:371-378. [PMID: 36621941 PMCID: PMC9833406 DOI: 10.1080/07853890.2022.2164347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND AND OBJECTIVE The notion of prediabetes, defined by the ADA as glycated hemoglobin A1c (HbA1c) of 5.7-6.4%, implies increased vascular inflammatory and immunologic processes and higher risk for developing diabetes mellitus and major cardiovascular events. We aimed to determine the risk factors associated with rapid progression of normal and prediabetes patients to type 2 diabetes mellitus (T2DM). METHODS Retrospective cohort study in a single 8-hospital health system in southeast Michigan, between 2006 and 2020. All patients with HbA1c <6.5% at baseline and at least 2 other HbA1c measurements were clustered in five trajectories encompassing more than 95% of the study population. Multivariate linear regression analysis was performed to examine the association of demographic and comorbidities with HbA1c trajectories progressing to diabetes. RESULTS A total of 5,347 prediabetic patients were clustered based on their HbA1c progression (C1: 4,853, C2: 253, C66: 102, C12: 85, C68: 54). The largest cluster (C1) had a baseline median HbA1c value of 6.0% and exhibited stable HbA1c levels in prediabetic range across all subsequent years. The smallest cluster (C68) had the lowest median baseline HbA1c value and also remained stable across subsequent years. The proportion of normal HbA1c in each of the pre-diabetic trajectories ranged from 0 to 12.7%, whereas 81.5% of the reference cluster (C68) were normal HbA1c at baseline. The C2 (steady rising) trajectory was significantly associated with BMI (adj OR 1.10, 95%CI 1.03-1.17), and family history of DM (adj OR 2.75, 95%CI 1.32-5.74). With respect to the late rising trajectories, baseline BMI was significantly associated with both C66 and C12 trajectory (adj OR 1.10, 95%CI 1.03-1.18) and (adj OR 1.13, 95%CI 1.05-1.23) respectively, whereas, the C12 trajectory was also significantly associated with age (adj OR 1.62, 95%CI 1.04-2.53) and history of MACE (adj OR 3.20, 95%CI 1.14-8.93). CONCLUSIONS We suggest that perhaps a more aggressive preventative approach should be considered in patients with a family history of T2DM who have high BMI and year-to-year increase in HbA1c, whether they have normal hemoglobin A1c or they have prediabetes.KEY MESSAGESProgression to diabetes from normal or prediabetic hemoglobin A1c within four years is associated with baseline BMI.A steady rise in HbA1c during a four-year period is associated with age and family history of T2DM, whereas age and personal history of MACE are associated with a rapid rise in HbA1c.A more aggressive preventative approach should be considered in patients with a family history of T2DM who have high BMI and year-to-year increase in HbA1c.
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Affiliation(s)
- Alexandra Halalau
- Department of Internal Medicine, Beaumont Hospital, Royal Oak, MI, USA.,Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Sujoy Roy
- Department of Foundational Medical Studies, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Arpitha Hegde
- Department of Electrical and Computer Engineering, Oakland University, Rochester, MI, USA
| | - Sumesh Khanal
- Department of Internal Medicine, Rochester General Hospital, Rochester, NY, USA
| | - Emily Langnas
- Department of Internal Medicine, Beaumont Hospital, Royal Oak, MI, USA
| | - Maidah Raja
- Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Ramin Homayouni
- Department of Foundational Medical Studies, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
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Kurian J, Mavathur Nanjundaiah R. Reinstating acute-phase insulin release among sedentary adults at high risk for type 2 diabetes with Yoga and Walking based lifestyle modification. J Bodyw Mov Ther 2023; 36:300-306. [PMID: 37949576 DOI: 10.1016/j.jbmt.2023.08.003] [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: 02/15/2023] [Revised: 07/19/2023] [Accepted: 08/15/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND We compared the impact of 2 lifestyle modifying physical activities, yoga (YBLM) or walking (WBLM) on impaired beta cell function (IBF) or insulin resistance (IR) in restoring acute phase insulin release (APIR) among prediabetes at high risk for type 2 diabetes (HRDM). METHOD Male and female adults (N = 42, 38.1 ± 4.8 years) with abdominal obesity (Male:103 ± 8.1 cm) Female: 92 ± 11.1 cm), randomized into YBLM (n = 20) and WBLM (n = 22), were monitored for the practice of the intervention, 45 min a day/5 days a week for 12 weeks. Blood sample was collected at 0th minute to estimate the level of Fasting Blood Glucose (FBG), Sr. Insulin and lipid profile and at 10th minute (APIR). IBF, IR and sensitivity (IS) reading were checked in HOMA-2 calculator. RESULT Wilcoxon sign rank t-test denoted an improved APIR among the subjects with IBF (p = 0.008) and not among the subjects with IR (p = 0.332). However, regression analysis yielded an improved APIR among subjects with IBF (F(1,10) = 7.816, p = 0.002) with the management of body weight and lipid profile and IR (F(1,13) = 17.003, p = 0.001) being found influenced with selected lipid components. In all, during the post assessment period, an impressive boost in APIR was manifested among people shifted to Normoglycemia (n = 14, 35.9%). CONCLUSION Intriguingly, we postulate the potential role of YBLM over WBLM in the management of lipid profile and body weight on accelerating APIR either through improved Beta cell compensation or by sensitizing skeletal muscles regulating IR, helping improve glucose tolerance resulting in either remission or management of prediabetes.
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Affiliation(s)
- Jintu Kurian
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Jigani, Bangalore, 560105, India.
| | - Ramesh Mavathur Nanjundaiah
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Jigani, Bangalore, 560105, India.
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Pakfetrat A, Delavarian Z, Mohebbi M, Hashemy SI, Dalirsani Z, Ghazi A, Esmaily H, Hasani S, Salari S. Correlation of glycemic control with salivary oxidative markers in subjects with prediabetes and diabetes: A cross-sectional study. J Diabetes Metab Disord 2023; 22:267-274. [PMID: 37255801 PMCID: PMC10225372 DOI: 10.1007/s40200-022-01127-8] [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: 05/08/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 06/01/2023]
Abstract
Background and aims Rising levels of oxidative stress play an important role in the pathogenesis of type 2 diabetes mellitus. This study aimed to some assess salivary antioxidants in patients with type 2 diabetes, prediabetes, and healthy control. We also assessed the potential clinical relevance of salivary antioxidants with glycemic control. Methods This cross-sectional study included 30 prediabetes, 31 type 2 diabetes, and 39 sex-matched normoglycemic individuals. To assess the salivary oxidative status, we measured the levels of malondialdehyde (MDA), superoxide dismutase (SOD), the total antioxidant capacity (TAC), and uric acid (UA) by spectrophotometry. Results Salivary MDA levels were significantly higher in individuals with diabetes compared to prediabetes, and control groups (p = 0.001). MDA and SOD were significantly correlated with fasting blood sugar (FBS) and HbA1C (p < 0.001, r = 0.43, p < 0.001, r = 0.34, and p = 0.003, r = 0.29 p = 0.01, r = 0.23 respectively). Salivary TAC was also significantly correlated with FBS (p = 0.02, r = 0.23). Furthermore, salivary MDA was an independent determinant of type 2 diabetic patients compared to healthy subjects (p = 0.04). According to the cutoff point in the ROC curve, the MDA index was below 2.8 in 82.1% of the controls (specificity), and it was above 2.8 in 64.2% of the Individuals with diabetes (sensitivity). Conclusion The simultaneous assessment of salivary oxidative and antioxidant factors, revealed weak but a significant positive association between MDA and glycemic status in diabetes. However, further investigations are required to confirm our results.
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Affiliation(s)
- Atessa Pakfetrat
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zahra Delavarian
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Masoud Mohebbi
- Metabolic syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Isaac Hashemy
- Surgical Oncology Reserarch Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zohreh Dalirsani
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ala Ghazi
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Habibollah Esmaily
- Department of Epidemiology& Biostatistics, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Solmaz Hasani
- Metabolic syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Samaneh Salari
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Oral Medicine, School of Dentistry, Mashhad University of Medical Science, Mashhad, Iran
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Wang P, Yin WJ, Zhang Y, Jiang XM, Yin XG, Ma YB, Tao FB, Tao RX, Zhu P. Maternal 25(OH)D attenuates the relationship between ambient air pollution during pregnancy and fetal hyperinsulinism. CHEMOSPHERE 2023; 325:138427. [PMID: 36933843 DOI: 10.1016/j.chemosphere.2023.138427] [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: 12/27/2022] [Revised: 03/14/2023] [Accepted: 03/15/2023] [Indexed: 06/18/2023]
Abstract
Inflammatory responses have been demonstrated to link air pollution with insulin resistance and type 2 diabetes in adults. However, few studies have focused on the relationship between prenatal air pollution and fetal β-cell function and the mediating effect of systematic inflammation remains elusive. Whether the anti-inflammatory effect of vitamin D could attenuate the β-cell dysfunction in early life warrants further investigations. We aimed to determine whether maternal blood 25(OH)D attenuates the associations of ambient air pollution during pregnancy with fetal hyperinsulinism mediated by maternal inflammatory response. A total of 8250 mother-newborn pairs were included between 2015 and 2021 in the Maternal & Infants Health in Hefei study. Weekly mean air pollution exposure to fine particles (PM2.5 and PM10), SO2, and CO was estimated across pregnancy. Maternal serum samples in the third trimester were used to measure the high-sensitivity c-reactive protein (hs-CRP) and 25(OH)D. Cord blood samples at delivery were collected for the measurement of C-peptide. Fetal hyperinsulinism was based on cord C-peptide >90th centile. An increased fetal hyperinsulinism risk was associated with per 10 μg/m3 increase in PM2.5 [odds ratios (OR): 1.45 (95% confidence interval (CI):1.32, 1.59)], per 10 μg/m3 increase in PM10 [OR = 1.49 (95% CI:1.37, 1.63)], per 5 μg/m3 increase in SO2 [OR = 1.91 (95% CI: 1.70, 2.15)], and per 0.1 mg/m3 increase in CO [OR = 1.48 (95% CI:1.37, 1.61)] across pregnancy. Mediation analysis showed a 16.3% contribution of maternal hsCRP to the relationship between air pollution throughout pregnancy and fetal hyperinsulinism. Air pollution-associated higher levels of hsCRP and risk of fetal hyperinsulinism could be attenuated by higher maternal 25(OH)D levels. Prenatal ambient air pollution exposures were associated with an increased fetal hyperinsulinism risk mediated by maternal serum hsCRP. Higher antenatal 25(OH)D levels could attenuate air pollution-induced inflammatory responses and hyperinsulinism risk.
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Affiliation(s)
- Peng Wang
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China; MOE Key Laboratory of Population Health Across Life Cycle, Hefei, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, China
| | - Wan-Jun Yin
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China; MOE Key Laboratory of Population Health Across Life Cycle, Hefei, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, China
| | - Ying Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xiao-Min Jiang
- Department of Obstetrics and Gynecology, Anhui Women and Child Health Care Hospital, Hefei, China
| | - Xiao-Guang Yin
- Department of Neonatology, Anhui Maternal and Child Health Hospital, Hefei, 230001, Anhui, China
| | - Yu-Bo Ma
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Fang-Biao Tao
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China; MOE Key Laboratory of Population Health Across Life Cycle, Hefei, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, China
| | - Rui-Xue Tao
- Department of Obstetrics and Gynecology, The First People's Hospital of Hefei City, Hefei, China
| | - Peng Zhu
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China; MOE Key Laboratory of Population Health Across Life Cycle, Hefei, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, China.
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Li M, Zhu M, Quan W, Huang W, Liu X, Zhang C, Lu B, Xiao X, Liu Z. Acteoside palliates d-galactose induced cognitive impairment by regulating intestinal homeostasis. Food Chem 2023; 421:135978. [PMID: 37094395 DOI: 10.1016/j.foodchem.2023.135978] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 01/31/2023] [Accepted: 03/16/2023] [Indexed: 04/26/2023]
Abstract
Acteoside, an important phenylethanol glycoside, is the main active component in Osmanthus fragrans flower. Our previous study found that acteoside showed high antiaging effect but its absorption rate was low. We speculated acteoside palliated aging-related cognitive impairment before being absorbed, that was intestinal homeostasis underlie the antiaging effect of acteoside. In this study, acteoside was confirmed to palliate cognitive impairment in d-galactose induced aging mice. Acteoside treatment dramatically reduced oxidative stress, alleviated intestinal inflammation, restored intestinal mucosal barrier, rebuilt gut microbiome structure and upregulated gut microbiome metabolites short-chain fatty acids (SCFAs) and amino acids (AAs). Furthermore, antibiotic treatment revealed that the antiaging ability of acteoside was abolished in microbiota depleted mice, which offered direct evidence for the essential role of gut microbiota in the attenuation of cognitive impairment of acteoside. Together, our study indicated that acteoside palliated cognitive impairment by regulating intestinal homeostasisand acteoside intake might be a promising nutritional intervention in prevention of neurodegenerative diseases.
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Affiliation(s)
- Maiquan Li
- College of Food Science and Technology, Hunan Provincial Key Laboratory of Food Science and Biotechnology, Hunan Agricultural University, Changsha 410128, China; Key Laboratory of Tea Science of Ministry of Education, National Research Center of Engineering Technology for Utilization of Functional Ingredients from Botanicals, College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Mingzhi Zhu
- Key Laboratory of Tea Science of Ministry of Education, National Research Center of Engineering Technology for Utilization of Functional Ingredients from Botanicals, College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Wei Quan
- College of Food Science and Technology, Hunan Provincial Key Laboratory of Food Science and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Weisu Huang
- Department of Applied Technology, Zhejiang Economic and Trade Polytechnic, Hangzhou 310018, China
| | - Xia Liu
- College of Food Science and Technology, Hunan Provincial Key Laboratory of Food Science and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Can Zhang
- College of Food Science and Technology, Hunan Provincial Key Laboratory of Food Science and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Baiyi Lu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
| | - Xing Xiao
- Hunan Provincial People's Hospital, Changsha 410128, China.
| | - Zhonghua Liu
- Key Laboratory of Tea Science of Ministry of Education, National Research Center of Engineering Technology for Utilization of Functional Ingredients from Botanicals, College of Horticulture, Hunan Agricultural University, Changsha 410128, China.
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Qu H. The association between oxidative balance score and periodontitis in adults: a population-based study. Front Nutr 2023; 10:1138488. [PMID: 37187879 PMCID: PMC10178495 DOI: 10.3389/fnut.2023.1138488] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
Introduction The pathogenesis between oxidative stress and periodontitis was correlated. The Oxidative Balance Score (OBS) is a systematic tool to assess the effects of diet and lifestyle in relation to oxidative stress. However, the association between OBS and periodontitis has not been reported previously. Methods Sixteen dietary factors and four lifestyle factors were selected to score the OBS. Multivariate logistic regression and sensitivity analysis were used to investigate the relationship between OBS and periodontitis based on data from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. Subgroup analysis and interaction tests were used to investigate whether this association was stable across populations. Results This study included 3,706 participants. There was a negative linear association between OBS and periodontitis in all participants [0.89 (0.80, 0.97)], and after converting OBS to a quartile variable, participants with OBS in the highest quartile had a 29% lower risk of periodontitis than those with OBS in the lowest quartile [0.71 (0.42, 0.98)]. This negative association differed with respect to age and diabetes. Conclusion There is a negative association between OBS and periodontitis in US adults. Our results suggest that OBS may be used as a biomarker for measuring periodontitis.
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Lu Y, Xing C, Lv X, Zhang C, Liu G, Chen F, Hou Z, Zhang D. Changes of ACE2 in different glucose metabolites and its relationship with COVID-19. Medicine (Baltimore) 2022; 101:e31102. [PMID: 36253996 PMCID: PMC9575400 DOI: 10.1097/md.0000000000031102] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND To study the changes and effects of angiotensin-converting enzyme 2 (ACE2)/angiotensin 1-7 (Ang1-7) and ACE/AngII in people with different glucose metabolisms and to explore the possible mechanisms underlying the severity of COVID-19 infection in diabetic patients. METHODS A total of 88 patients with type 2 diabetes, 72 patients with prediabetes (impaired fasting glucose, 30 patients; impaired glucose regulation, 42 patients), and 50 controls were selected. Changes and correlations of ACE2, Ang1-7 and other indicators were detected among the three groups. Patients were divided into four groups according to the course of diabetes: <1 year, 1-5 years, 5-10 years, and >10 years. ACE2 and Ang1-7 levels were compared and analyzed. RESULTS ACE2 and Ang1-7 increased with the severity of diabetes (P0 < .05 or P < .01). The levels of ACE2 and Ang1-7 in the longer course group were lower than those in the shorter course group, whereas the levels of ACE, Ang II, and interleukin-6 (IL-6) gradually increased (P < .05). Pearson correlation analysis showed that ACE2 was positively correlated with IL-6, FBG, and 2hPBG levels in the prediabetes group. In the diabetic group, ACE2 was positively correlated with Ang1-7 and negatively correlated with ACE, AngII, IL-6, and C-reactive protein levels. Multiple linear regression analysis showed that IL-6 and ACE were the main factors influencing ACE2 in the diabetic group. CONCLUSION SUBSECTIONS ACE2/Ang1-7 and ACE/AngII systems are activated, and inflammatory cytokine release increases in prediabetes. With the prolongation of the disease course, the effect of ACE2/Ang1-7 decreased gradually, while the effect of ACE/AngII increased significantly. Dysfunctions of ACE2/Ang1-7 may be one of the important mechanisms underlying the severity of COVID-19 infection in patients with diabetes.
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Affiliation(s)
- Yamin Lu
- Department of Nuclear Medicine, Hebei General Hospital, Shijiazhuang, China
- *Correspondence: Yamin Lu, Department of Nuclear Medicine, Hebei General Hospital, Shijiazhuang 050051, China (e-mail: )
| | | | - Xiuqin Lv
- Department of Endocrinology, Hebei General Hospital, Shijiazhuang, China
| | - Cuigai Zhang
- Physical Examination Center, Hebei General Hospital, Shijiazhuang, China
| | - Guangxia Liu
- Department of Nuclear Medicine, Hebei General Hospital, Shijiazhuang, China
| | - Fang Chen
- Department of Nuclear Medicine, Hebei General Hospital, Shijiazhuang, China
| | - Zhan Hou
- Department of Nuclear Medicine, Hebei General Hospital, Shijiazhuang, China
| | - Donghui Zhang
- Clinical Research Center, Hebei General Hospital, Shijiazhuang, China
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12
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Seibert P, Anklam CFV, Costa-Beber LC, Sulzbacher LM, Sulzbacher MM, Sangiovo AMB, dos Santos FK, Goettems-Fiorin PB, Heck TG, Frizzo MN, Ludwig MS. Increased eHSP70-to-iHSP70 ratio in prediabetic and diabetic postmenopausal women: a biomarker of cardiometabolic risk. Cell Stress Chaperones 2022; 27:523-534. [PMID: 35767179 PMCID: PMC9485348 DOI: 10.1007/s12192-022-01288-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 06/01/2022] [Accepted: 06/22/2022] [Indexed: 11/03/2022] Open
Abstract
Decreased estrogen levels in menopause are associated with anthropometric, metabolic, and inflammatory impairments, predisposing women to cardiometabolic risk factors such as diabetes. Menopause and type two diabetes (DM2) are marked by altered heat shock response (HSR), shown by decreased expression of the 70-kDa heat shock protein in the intracellular milieu (iHSP70). While iHSP70 plays an anti-inflammatory role, extracellular HSP70 (eHSP70) may mediate pro-inflammatory pathways and has been associated with insulin resistance in DM2. Considering the roles of these proteins according to localization, the eHSP70-to-iHSP70 ratio (H-index) has been proposed as a biomarker for HSR. We, therefore, evaluated whether this biomarker is associated with glycemic and inflammatory status in postmenopausal women. In this transversal study, 36 postmenopausal women were grouped according to fasting glycemia status as either the control group (normoglycemic, ≤ 99 mg/dL) or DM2 (prediabetic and diabetic, glycemia ≥ 100 mg/dL). DM2 group showed higher triglyceride/glucose (TyG) index and plasma atherogenic index (PAI), both of which are indicators of cardiometabolic risk. In addition, we found that the eHSP70-to-iHSP70 ratio (plasma/peripheral blood mononuclear cells-PBMC ratio) was higher in the DM2 group, compared with the control group. Furthermore, blood leukocyte and glycemia levels were positively correlated with the eHSP70-to-iHSP70 ratio in women that presented H-index values above 1.0 (a.u.). Taken together, our results highlight the eHSP70-to-iHSP70 ratio as a biomarker of altered HSR in DM2 postmenopausal women.
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Affiliation(s)
- Priscila Seibert
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Carolain Felipin Vincensi Anklam
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Lílian Corrêa Costa-Beber
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Lucas Machado Sulzbacher
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Maicon Machado Sulzbacher
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
- Post Graduate Program in Pharmacology, Federal University of Santa Maria (UFSM), Santa Maria, RS Brazil
| | - Angela Maria Blanke Sangiovo
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Fernanda Knopp dos Santos
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
| | - Pauline Brendler Goettems-Fiorin
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Thiago Gomes Heck
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
- Post Graduate Program in Mathematical and Computational Modeling (PPGMMC-UNIJUI), Ijuí, RS Brazil
| | - Matias Nunes Frizzo
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
| | - Mirna Stela Ludwig
- Research Group in Physiology, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), Ijuí, RS Brazil
- Research Group in Physiology, Post Graduate Program in Integral Attention to Health, Regional University of Northwestern Rio Grande Do Sul State (UNIJUI), RS, Rua do Comércio, 3000 – Bairro Universitário, Ijuí, 98700-000 Brazil
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Chen WL, Sheu WHH, Li YH, Wang JS, Lee WJ, Liang KW, Lee WL, Lee IT. Newly diagnosed diabetes based on an oral glucose tolerance test predicts cardiovascular outcomes in patients with coronary artery disease: An observational study. Medicine (Baltimore) 2022; 101:e29557. [PMID: 35839026 PMCID: PMC11132382 DOI: 10.1097/md.0000000000029557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 04/21/2022] [Indexed: 11/26/2022] Open
Abstract
Diabetes is prevalent in patients with coronary artery disease (CAD). Using the oral glucose tolerance test (OGTT), abnormal glucose regulation can be detected early in CAD patients without known diabetes. In the present study, we assessed the impact of abnormal glucose regulation on the long-term cardiovascular outcomes of patients with established CAD. Patients hospitalized for a scheduled angiography due to angina were enrolled in Taichung Veterans General Hospital. Fasting plasma glucose (FPG) and 2-hour postload glucose (2hPG) were assessed using the OGTT. Hemoglobin A1c (HbA1c) and other biochemical analyses were assessed using fasting blood samples. During a median follow-up period of 4.6 years, a composite of all-cause mortality, nonfatal myocardial infarction, and nonfatal stroke was recorded as the primary endpoint. In 682 enrolled patients who completed the follow-up, there were 16 myocardial infarction events, 12 stroke events, and 58 deaths as composite endpoints. According to FPG and 2hPG, patients with newly diagnosed diabetes had a 2-fold higher risk for the composite endpoint than those in the normal glucose group (hazard ratio [HR], 2.011; 95% confidence interval (CI), 1.101-3.673; P = .023); however, prediabetes was not significantly associated with the composite endpoint (HR, 1.452; 95% CI, 0.788-2.675; P = .232). On the other hand, patients with diabetes diagnosed by FPG and HbA1c did not have a significantly higher risk for the composite endpoint than those in the normal glucose group (HR, 1.321; 95% CI, 0.686-2.545; P = .405). A 2hPG ≥7.8 mmol/L was a significant predictor for the composite endpoint (odds ratio, 1.743; 95% CI, 1.060-2.863; P = .028) after adjusting for age, sex, and estimated glomerular filtration rate. Diabetes, but not prediabetes, detected via OGTT is associated with a significantly increased risk for the composite endpoint in patients with established CAD. The 2hPG provided a greater predictive power for the composite endpoint than fasting glucose and HbA1c.
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Affiliation(s)
- Wei-Lin Chen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wayne Huey-Herng Sheu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yu-Hsuan Li
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Computer Science & Information Engineering, National Taiwan University, Taipei, Taiwan
| | - Jun-Sing Wang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wen-Jane Lee
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Kae-Woei Liang
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wen-Lieng Lee
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan
| | - I-Te Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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Aravindhan V, Bobhate A, Sathishkumar K, Patil A, Kumpatla S, Viswanathan V. Unique Reciprocal Association Seen Between Latent Tuberculosis Infection and Diabetes Is Due to Immunoendocrine Modulation (DM-LTB-1). Front Microbiol 2022; 13:884374. [PMID: 35832818 PMCID: PMC9271927 DOI: 10.3389/fmicb.2022.884374] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 05/16/2022] [Indexed: 11/28/2022] Open
Abstract
Aim The prevalence of latent tuberculosis infection (LTBI) among diabetes patients is poorly studied. In the present study, the prevalence of LTBI among pre-diabetes and diabetes patients was studied, along with immunoendocrine biomarkers (n = 804). Methods LTBI was screened by Quantiferon TB gold in Normal glucose tolerance [(NGT); n = 170, [Pre-diabetes (PDM; n = 209), Newly diagnosed diabetes (NDM; n = 165) and Known diabetes (KDM; n = 260) subjects. CRP, TNF-α, IL-6, IL-1β, IFN-β, IL-12, IFN-γ, IL-2, insulin, leptin, and adiponectin levels in serum and IFN-γ levels in quantiferon supernatants were quantified by ELISA. The expression of T-bet was quantified using qRT-PCR. Serum TBARS and nitrite levels were quantified by colorimetry. Results The LTBI prevalence was 32% in NGT, 23% in PDM, 24% in NDM, and 32% in KDM groups, with an adjusted OR of 0.61 (p < 0.05). Downregulation of CRP, TNF-α, and nitrites and upregulation of adiponectin could be responsible for LTBI mediated protection against insulin resistance (IR), while the high levels of IL-1β, IL-12, and leptin could be responsible for IR mediated anti-TB immunity. The defective antigen-specific IFN-γ response, as seen in the KDM group, could be responsible for the low detection rate of LTBI and high probability of endogenous reactivation. Conclusion There appears to be a biphasic relationship between diabetes-latent tuberculosis: At the early stages of diabetes it is reciprocal, while at a late stage it is synergistic, this important phenomenon obviously needs further research.
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Affiliation(s)
- Vivekanandhan Aravindhan
- Department of Genetics, Dr. ALM PG IBMS, University of Madras, Chennai, India
- *Correspondence: Vivekanandhan Aravindhan
| | - Anup Bobhate
- Prof. M. Viswanathan Diabetes Research Centre, Chennai, India
| | - Kuppan Sathishkumar
- Department of Genetics, Dr. ALM PG IBMS, University of Madras, Chennai, India
| | - Aruna Patil
- ESIC-PGIMSR Medical College and Hospital, Chennai, India
| | | | - Vijay Viswanathan
- Prof. M. Viswanathan Diabetes Research Centre, Chennai, India
- Vijay Viswanathan
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Pouryousefi E, Javadi M, Hashemipour S, Nooshabadi MR, Haghighian HK. Improved glycemic status, insulin resistance and inflammation after receiving oral oleoylethanolamide supplement in people with prediabetes: a randomized controlled trial. Diabetol Metab Syndr 2022; 14:77. [PMID: 35659064 PMCID: PMC9164477 DOI: 10.1186/s13098-022-00848-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 05/16/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The anti-inflammatory properties of cannabinoids have been shown. This study was conducted to assess effect of oleoylethanolamide (OEA) supplementation on glycemic status, insulin resistance (IR) and inflammatory factor in pre-diabetic individuals. METHODS This double-blind randomized clinical trial was done at Qazvin University of Medical Sciences in which 46 pre-diabetic patients were divided into two equal groups and received one 125 mg OEA capsule in the intervention group (23 subjects) and 125 mg capsule containing wheat flour in placebo group daily for 8 weeks. After collecting demographic information, at the beginning and end of the study, the questionnaires of physical activity, 24-hour food recall were completed and blood glucose (BG), plasma insulin level, IR, hemoglobin A1c (HbA1c), and C-reactive protein (CRP) were measured. Statistical analysis was performed using SPSS software. RESULTS At the beginning and end of the study, there was no significant difference between the two groups in terms of anthropometric indices, food intake and physical activity (P > 0.05). At the end of the study, consumption of OEA significantly reduced BS, insulin, IR, HbA1c, and CRP (P < 0.05). No significant change was observed in mentioned biochemical factors in placebo group (P > 0.05). CONCLUSIONS Given that OEA supplementation improved the glycemic status, IR and reduced the inflammatory factor, use of this supplement can be introduced as a useful supplement to control pre-diabetes status. TRIAL REGISTRATION The protocol of this clinical trial is registered with the Iranian Registry of Clinical Trials ( http://www.IRCT.IR , identifier: IRCT20141025019669N16).
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Affiliation(s)
- Elahe Pouryousefi
- Department of Nutrition, School of Health, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Maryam Javadi
- Children Growth Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Sima Hashemipour
- Metabolic Diseases Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
| | | | - Hossein Khadem Haghighian
- Department of Nutrition, School of Health, Qazvin University of Medical Sciences, Qazvin, Iran.
- Metabolic Diseases Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran.
- Department of Nutrition, School of Health, Qazvin University of Medical Sciences, Qazvin, Iran.
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Abstract
INTRODUCTION Type II diabetes mellitus (DM) is a proinflammatory process and a known risk factor for major adverse cardiac events (MACE). The same inflammatory markers may be present in prediabetes (pDM); however, the relationship between pDM by HbA1c and MACE is not well studied. We sought to see if pDM increases one's risk for MACE. METHODS We retrospectively studied patients at Beaumont Health, Michigan between 2006 and 2020. We divided patients into groups (G1-G5) based on haemoglobin A1c (HbA1c) trends over the study period as follows: G1: pDM patients who remained pDM; G2: pDM who progressed into DM; G3: pDM who normalized their HbA1c; G4: patients who maintained a normal HbA1c; and G5: patients with HbA1c persistently in the DM range. We compared MACE between the groups by univariate and multivariate regression analyses. RESULTS A total of 119,271 patients were included in the study (G1: N = 13,520, G2: N = 6314, G3: N = 1585, G4: N = 15,018, G5: N = 82,834). Pairwise comparison revealed a statistically significant increase in the odds of MACE in all groups compared to those with normal HbA1c values (G4; p < .001). After adjusting for baseline characteristics, multivariate regression revealed elevated odds of MACE in patients with persistent pDM (G1; aOR = 1.087, p = .002) and diabetes (G2/G5; aOR = 1.25 and aOR = 1.18, p < .001) compared to individuals with normal HbA1c values. CONCLUSION Prediabetes is a risk factor for MACE. Normalization of HbA1c values appears to decrease the adjusted risk for MACE and should be the goal in patients with pDM.KEY MESSAGESPatients with prediabetes (pDM) are at increased risk for major cardiovascular events.Normalization of HbA1c in pDM patients may have a clinically significant benefit, in terms of lowering the MACE risk.Prediabetes patients who progress into diabetes mellitus may represent a particularly high-risk group.
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Affiliation(s)
- Ramy Mando
- Department of Cardiovascular Medicine, Beaumont Hospital Royal Oak, Royal Oak, MI, USA
| | - Muhammad Waheed
- Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Adrian Michel
- Department of Internal Medicine, Beaumont Hospital Royal Oak, Royal Oak, MI, USA
| | - Patrick Karabon
- Office of Research, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Alexandra Halalau
- Oakland University William Beaumont School of Medicine, Rochester, MI, USA.,Department of Internal Medicine, Beaumont Hospital Royal Oak, Royal Oak, MI, USA
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Fourny N, Lan C, Bernard M, Desrois M. Male and Female Rats Have Different Physiological Response to High-Fat High-Sucrose Diet but Similar Myocardial Sensitivity to Ischemia-Reperfusion Injury. Nutrients 2021; 13:2914. [PMID: 34578791 PMCID: PMC8472056 DOI: 10.3390/nu13092914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/19/2021] [Accepted: 08/20/2021] [Indexed: 11/17/2022] Open
Abstract
Prediabetes is a strong predictor of type 2 diabetes and its associated cardiovascular complications, but few studies explore sexual dimorphism in this context. Here, we aim to determine whether sex influences physiological response to high-fat high-sucrose diet (HFS) and myocardial tolerance to ischemia-reperfusion injury. Male and female Wistar rats were subjected to standard (CTRL) or HFS diet for 5 months. Then, ex-vivo experiments on isolated perfused heart model were performed to evaluate tolerance to ischemia-reperfusion injury. HFS diet induced fasting hyperglycemia and increased body fat percent to a similar level in both sexes. However, glucose intolerance was more pronounced in female HFS. Cholesterol was increased only in female while male displayed higher level of plasmatic leptin. We observed increased heart weight to tibia length ratio only in males, but we showed a similar decrease in tolerance to ischemia-reperfusion injury in female and male HFS compared with respective controls, characterized by impaired cardiac function, energy metabolism and coronary flow during reperfusion. In conclusion, as soon as glucose intolerance and hyperglycemia develop, we observe higher sensitivity of hearts to ischemia-reperfusion injury without difference between males and females.
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Affiliation(s)
- Natacha Fourny
- Aix Marseille University, CNRS, CRMBM, 13005 Marseille, France; (C.L.); (M.B.); (M.D.)
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Korac B, Kalezic A, Pekovic-Vaughan V, Korac A, Jankovic A. Redox changes in obesity, metabolic syndrome, and diabetes. Redox Biol 2021; 42:101887. [PMID: 33579666 PMCID: PMC8113039 DOI: 10.1016/j.redox.2021.101887] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/27/2021] [Accepted: 01/29/2021] [Indexed: 12/13/2022] Open
Abstract
"Life is an instantaneous encounter of circulating matter and flowing energy" (Jean Giaja, Serbian physiologist), is one of the most elegant definitions not only of life but the relationship of redox biology and metabolism. Their evolutionary liaison has created inseparable yet dynamic homeostasis in health, which, when disrupted, leads to disease. This interconnection is even more pertinent today, in an era of increasing metabolic diseases of epidemic proportions such as obesity, metabolic syndrome, and diabetes. Despite great advances in understanding the molecular mechanisms of redox and metabolic regulation, we face significant challenges in preventing, diagnosing, and treating metabolic diseases. The etiological association and temporal overlap of these syndromes present significant challenges for the discrimination of appropriate clinical biomarkers for diagnosis, treatment, and outcome prediction. These multifactorial, multiorgan metabolic syndromes with complex etiopathogenic mechanisms are accompanied by disturbed redox equilibrium in target tissues and circulation. Free radicals and reactive species are considered both a causal factor and a consequence of disease status. Thus, determining the subtypes and levels of free radicals and reactive species, oxidatively damaged biomolecules (lipids, proteins, and nucleic acids) and antioxidant defense components as well as redox-sensitive transcription factors and fluxes of redox-dependent metabolic pathways will help define existing and establish novel redox biomarkers for stratifying metabolic diseases. This review aims to discuss diverse redox/metabolic aspects in obesity, metabolic syndrome, and diabetes, with the imperative to help establish a platform for emerging and future redox-metabolic biomarkers research in precision medicine. Future research warrants detailed investigations into the status of redox biomarkers in healthy subjects and patients, including the use of emerging 'omic' profiling technologies (e.g., redox proteomes, lipidomes, metabolomes, and transcriptomes), taking into account the influence of lifestyle (diet, physical activity, sleep, work patterns) as well as circadian ~24h fluctuations in circulatory factors and metabolites.
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Affiliation(s)
- Bato Korac
- Department of Physiology, Institute for Biological Research "Siniša Stanković"- National Institute of Republic of Serbia, University of Belgrade, 11000, Belgrade, Serbia; Center for Electron Microscopy, Faculty of Biology, University of Belgrade, 11000, Belgrade, Serbia.
| | - Andjelika Kalezic
- Department of Physiology, Institute for Biological Research "Siniša Stanković"- National Institute of Republic of Serbia, University of Belgrade, 11000, Belgrade, Serbia
| | - Vanja Pekovic-Vaughan
- Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, William Henry Duncan Building, University of Liverpool, L7 8TX, Liverpool, UK
| | - Aleksandra Korac
- Center for Electron Microscopy, Faculty of Biology, University of Belgrade, 11000, Belgrade, Serbia
| | - Aleksandra Jankovic
- Department of Physiology, Institute for Biological Research "Siniša Stanković"- National Institute of Republic of Serbia, University of Belgrade, 11000, Belgrade, Serbia.
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Prince MRU, Zihad SMNK, Ghosh P, Sifat N, Rouf R, Al Shajib GM, Alam MA, Shilpi JA, Uddin SJ. Amaranthus spinosus Attenuated Obesity-Induced Metabolic Disorders in High-Carbohydrate-High-Fat Diet-Fed Obese Rats. Front Nutr 2021; 8:653918. [PMID: 34041259 PMCID: PMC8142894 DOI: 10.3389/fnut.2021.653918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/30/2021] [Indexed: 12/12/2022] Open
Abstract
Amaranthus spinosus is a common vegetable of Bangladesh and well-known for its ethnomedicinal uses. In this study, we have evaluated the ability of powdered supplementation, methanol extract, and aqueous extract of A. spinosus in attenuating in high-carbohydrate-high-fat (HCHF) diet-induced obesity and associated metabolic disorders in female obese rates. Several parameters have been analyzed in this study including body weight, organ weight, fat deposition, glycemic status, lipid levels, hepatic and renal biomarkers, hepatic antioxidant status, and hepatosteatosis. All three samples of A. spinosus significantly reduced weight gain, organ weight, and abdominal fat deposition. Improved glucose tolerance and lipid parameters were seen in obese rats administered with A. spinosus powder, methanol extract, and aqueous extract. Serum alanine aminotransferase (ALT), aspartate aminotransferase (AST), alkaline phosphatase (ALP), and creatine kinase levels were normalized by the test samples. A. spinosus boosted hepatic antioxidant levels including reduced glutathione (GSH), superoxide dismutase (SOD), catalase (CAT), and glutathione peroxidase (GPx). Histopathology of liver tissue revealed increased fat infiltration and higher steatosis score in HCHF diet-fed obese rats which was brought down by A. spinosus. Analyzing all the results it can be concluded that this medicinal herb is beneficial in the management of obesity and obesity-induced metabolic disorders, making it a prospective food supplement.
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Affiliation(s)
| | - S. M. Neamul Kabir Zihad
- Pharmacy Discipline, Life Science School, Khulna University, Khulna, Bangladesh
- University of Chinese Academy of Sciences, Beijing, China
| | - Puja Ghosh
- Pharmacy Discipline, Life Science School, Khulna University, Khulna, Bangladesh
| | - Nazifa Sifat
- Pharmacy Discipline, Life Science School, Khulna University, Khulna, Bangladesh
| | - Razina Rouf
- Laboratory of Theoretical and Computational Biophysics, Ton Duc Thang University, Ho Chi Minh City, Vietnam
- Faculty of Pharmacy, Ton Duc Thang University, Ho Chi Minh City, Vietnam
| | - Gazi Mohammad Al Shajib
- Biotechnology and Genetic Engineering Discipline, Life Science School, Khulna University, Khulna, Bangladesh
| | - Md. Ashraful Alam
- Department of Pharmaceutical Sciences, North South University, Dhaka, Bangladesh
| | - Jamil A. Shilpi
- Pharmacy Discipline, Life Science School, Khulna University, Khulna, Bangladesh
| | - Shaikh J. Uddin
- Pharmacy Discipline, Life Science School, Khulna University, Khulna, Bangladesh
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20
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Changes in diabetes prevalence and corresponding risk factors - findings from 3- and 6-year follow-up of PURE Poland cohort study. BMC Public Health 2020; 20:843. [PMID: 32493306 PMCID: PMC7268673 DOI: 10.1186/s12889-020-08970-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 05/21/2020] [Indexed: 01/04/2023] Open
Abstract
Background Diabetes mellitus (DM) is one of the greatest challenges for public health worldwide. The aim of the study was the analysis of diabetes development in participants with normoglycemia and Impaired Fasting Glucose (IFG) in 3-year and 6-year follow-up of PURE Poland cohort study. Methods The analysis was conducted in Polish cohort enrolled into Prospective Urban and Rural Epidemiology (PURE) Study. The following study presents results of 1330 participants that have partaken both in the baseline study, in 3-year and in the 6-year follow up. The analysis of the impact of risk factors on diabetes development was performed using multivariate Cox frailty analysis. Population Attributable Risk (PAR) was computed individually for every risk factor. Results Diabetes prevalence increased from 17.7% at baseline to 23.98% in 3-year- and 28.27% in 6-year follow-up. The risk of diabetes was higher in participants with obesity [HR = 5.7, 95%Cl 2,56-12,82], overweight [HR = 3.4, 95%Cl 1,56-7,54] and IFG [HR = 2.7, 95%Cl 1,87-3,85]. The risk of diabetes development was almost 2-fold higher in men than in women [HR = 1.826; 95%CI =1,24 - 2,69]. In 6 years, diabetes developed in 23.8% of participants with IFG and 7.9% of participants with normoglycemia. According to PAR, overweight and obesity accounted for 80.8%, hypertension for 67.6% and IFG for 38.3% of diabetes cases in our population. Conclusions Our study reveals alarming increase in prevalence of diabetes during 6 years of observation. In our population, most diabetes cases can be attributed to overweight, obesity, hypertension and IFG. Findings add strong rationale to implement targeted preventive measures in population of high risk.
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21
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Bredemolic Acid Improves Cardiovascular Function and Attenuates Endothelial Dysfunction in Diet-Induced Prediabetes: Effects on Selected Markers. Cardiovasc Ther 2020; 2020:1936406. [PMID: 32117470 PMCID: PMC7036119 DOI: 10.1155/2020/1936406] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 01/06/2020] [Indexed: 02/07/2023] Open
Abstract
Prediabetes is an intermediate hyperglycaemic state which has been associated with cardiovascular dysfunction. However, cardiovascular dysfunction is not only caused by intermediate hyperglycaemia but also endothelial dysfunction, inflammation, and oxidative stress associated with prediabetes. Bredemolic acid (BA), an isomer of maslinic acid, has been reported to ameliorate the intermediate hyperglycaemia found in prediabetes; however, the effects of this triterpene on cardiovascular function have not yet been determined. Therefore, this study investigated the effects of BA on cardiovascular function in diet-induced prediabetic rats. Thirty-six male rats that weighed 150-180 g were divided into two groups, the non-prediabetic (n = 6) and the prediabetic groups (n = 30), which were fed normal diet (ND) and HFHC diet, respectively. The prediabetic rats were further subdivided into five groups (n = 6) and treated with either BA (80 mg/kg) or metformin (MET, 500 mg/kg) every third day for 12 weeks. After 12 weeks, blood samples and the heart were collected for biochemical analysis. The untreated prediabetic rats showed a significant increase in body mass index (BMI), waist circumference (WC), blood pressure, heart rate, lipid profile, lipid peroxidation, and inflammatory markers with significant decrease in endothelial function and antioxidant biomarkers by comparison with the non-prediabetic animals. The administration of BA significantly improved cardiovascular functions such as blood pressure, heart rate, and endothelial function. There was also a significant decrease in BMI, WC, lipid profile, lipid peroxidation, and inflammation with a concomitant increase in antioxidant capacity. BA administration improved cardiovascular function by attenuation of oxidative stress, inflammatory, and endothelial dysfunction markers.
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22
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Bredemolic Acid Ameliorates Selected Liver Function Biomarkers in a Diet-Induced Prediabetic Rat Model. Can J Gastroenterol Hepatol 2020; 2020:2475301. [PMID: 32149046 PMCID: PMC7053450 DOI: 10.1155/2020/2475301] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 12/21/2019] [Accepted: 01/06/2020] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Prediabetes is an intermediary hyperglycaemic state that precedes type 2 diabetes mellitus (T2DM) in which abnormal metabolism of glucose and lipids occurs in organs such as the liver. Evidence has shown that, about 70% of T2DM patients develop hepatic dysfunction which is found to begin during the prediabetic stage. Bredemolic acid, a pentacyclic triterpene, has been found to improve insulin sensitivity in diet-induced prediabetic rats. The effects of this compound on liver function, however, are unknown. This study was therefore designed to investigate the effects of BA on liver function in high fat-high carbohydrate (HFHC) diet-induced prediabetic rats. METHODS Thirty-six (36) male rats that weigh 150 g-180 g were divided into two groups, the non-prediabetic (n = 6) and the prediabetic groups (n = 6) and the prediabetic groups (n = 6) and the prediabetic groups (. RESULTS The induction of prediabetes resulted in increased release of liver enzymes (AST and ALT), increased liver glycogen and triglyceride, lipid peroxidation, and decreased sterol regulatory element-binding protein (SREBP1c) and antioxidant enzymes. However, the administration of BA decreased liver enzyme concentrations, decreased hepatic oxidative stress, and improved antioxidant enzymes such as SOD and GPx. CONCLUSION BA administration improved liver function in diet-induced prediabetic rats in the presence or absence of dietary intervention.
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Fuller DT, Grainger AT, Manichaikul A, Shi W. Genetic linkage of oxidative stress with cardiometabolic traits in an intercross derived from hyperlipidemic mouse strains. Atherosclerosis 2019; 293:1-10. [PMID: 31821957 DOI: 10.1016/j.atherosclerosis.2019.11.034] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 11/07/2019] [Accepted: 11/28/2019] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND AIMS Oxidative stress is associated with cardiometabolic traits in observational studies, yet the underlying causal relationship remains unclear. Apolipoprotein E-deficient (Apoe-/-) mice develop significant hyperlipidemia and hyperglycemia on a Western diet. Here we conducted linkage analysis to investigate genetic connections between cardiometabolic traits and oxidative stress. METHODS 266 female F2 mice were generated from an intercross between C57BL/6 (B6) and BALB/c (BALB) Apoe-/- mice and fed 12 weeks of Western diet. Plasma levels of HDL, LDL cholesterol, triglycerides, glucose and malondialdehyde (MDA) and atherosclerosis in aortic root and left carotid artery were measured. 127 microsatellite markers across the genome were genotyped. RESULTS One significant locus at 78.3 cM on chromosome (Chr) 1 (LOD score: 3.85), named Mda1, and two suggestive loci near 60.3 cM on Chr1 (LOD score: 2.32, named Mda2 due to replication in a separate cross) and 19.6 cM on Chr4 (LOD score: 2.34) were identified for MDA levels. Mda1 coincided precisely with loci for LDL, triglyceride, glucose, and body weight and overlapped with a locus for atherosclerosis in the aortic root. Plasma LDL, triglyceride, and glucose explained 25.5, 19.2, and 24.2% of the variation in MDA levels of F2 mice, respectively. After correction for triglyceride or LDL, QTLs for MDA on Chr1 and Chr4 disappeared. QTLs on Chr1 disappeared, remained on Chr4, and additional QTLs on Chr12 and Chr13 were detected after correction for glucose. The QTL on Chr12, named Mda3, had a significant LOD score of 8.034 and peaked 62.22 at cM. CONCLUSIONS We demonstrated a causative role for cardiometabolic traits in oxidative stress and identified hyperlipidemia and hyperglycemia as a major driver of oxidative stress.
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Affiliation(s)
- Daniela T Fuller
- Department of Radiology & Medical Imaging, University of Virginia, Charlottesville, VA, USA
| | - Andrew T Grainger
- Biochemistry & Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Ani Manichaikul
- Biochemistry & Molecular Genetics, University of Virginia, Charlottesville, VA, USA; Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Weibin Shi
- Department of Radiology & Medical Imaging, University of Virginia, Charlottesville, VA, USA; Biochemistry & Molecular Genetics, University of Virginia, Charlottesville, VA, USA.
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