1
|
Tang SS, Zhao XF, An XD, Sun WJ, Kang XM, Sun YT, Jiang LL, Gao Q, Li ZH, Ji HY, Lian FM. Classification and identification of risk factors for type 2 diabetes. World J Diabetes 2025; 16:100371. [DOI: 10.4239/wjd.v16.i2.100371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 10/24/2024] [Accepted: 11/26/2024] [Indexed: 12/30/2024] Open
Abstract
The risk factors for type 2 diabetes mellitus (T2DM) have been increasingly researched, but the lack of systematic identification and categorization makes it difficult for clinicians to quickly and accurately access and understand all the risk factors, which are categorized in this paper into five categories: Social determinants, lifestyle, checkable/testable risk factors, history of illness and medication, and other factors, which are discussed in a narrative review. Meanwhile, this paper points out the problems of the current research, helps to improve the systematic categorisation and practicality of T2DM risk factors, and provides a professional research basis for clinical practice and industry decision-making.
Collapse
Affiliation(s)
- Shan-Shan Tang
- College of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, Jilin Province, China
| | - Xue-Fei Zhao
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Xue-Dong An
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Wen-Jie Sun
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Xiao-Min Kang
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Yu-Ting Sun
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Lin-Lin Jiang
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Qing Gao
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Ze-Hua Li
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Hang-Yu Ji
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| | - Feng-Mei Lian
- Department of Endocrinology, Guang’anmen Hospital, Beijing 100053, China
| |
Collapse
|
2
|
Heurtebize MA, Faillie JL. Drug-induced hyperglycemia and diabetes. Therapie 2024; 79:221-238. [PMID: 37985310 DOI: 10.1016/j.therap.2023.09.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 09/14/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND Drug-induced hyperglycemia and diabetes have negative and potentially serious health consequences but can often be unnoticed. METHODS We reviewed the literature searching Medline database for articles addressing drug-induced hyperglycemia and diabetes up to January 31, 2023. We also selected drugs that could induce hyperglycemia or diabetes according official data from drug information databases Thériaque and Micromedex. For each selected drug or pharmacotherapeutic class, the mechanisms of action potentially involved were investigated. For drugs considered to be at risk of hyperglycemia or diabetes, disproportionality analyses were performed using data from the international pharmacovigilance database VigiBase. In order to detect new pharmacovigilance signals, additional disproportionality analyses were carried out for drug classes with more than 100 cases reported in VigiBase, but not found in the literature or official documents. RESULTS The main drug classes found to cause hyperglycemia are glucocorticoids, HMG-coA reductase inhibitors, thiazide diuretics, beta-blockers, antipsychotics, fluoroquinolones, antiretrovirals, antineoplastic agents and immunosuppressants. The main mechanisms involved are alterations in insulin secretion and sensitivity, direct cytotoxic effects on pancreatic cells and increases in glucose production. Pharmacovigilance signal were found for a majority of drugs or pharmacological classes identified as being at risk of diabetes or hyperglycemia. We identified new pharmacovigilance signals with drugs not known to be at risk according to the literature or official data: phosphodiesterase type 5 inhibitors, endothelin receptor antagonists, sodium oxybate, biphosphonates including alendronic acid, digoxin, sartans, linosipril, diltiazem, verapamil, and darbepoetin alpha. Further studies will be needed to confirm these signals. CONCLUSIONS The risks of induced hyperglycemia vary from one drug to another, and the underlying mechanisms are multiple and potentially complex. Clinicians need to be vigilant when using at-risk drugs in order to detect and manage these adverse drug reactions. However, it is to emphasize that the benefits of appropriately prescribed treatments most often outweigh their metabolic risks.
Collapse
Affiliation(s)
- Marie-Anne Heurtebize
- CHU de Montpellier, Medical Pharmacology and Toxicology Department, 34000 Montpellier, France
| | - Jean-Luc Faillie
- CHU de Montpellier, Medical Pharmacology and Toxicology Department, 34000 Montpellier, France; IDESP, Université de Montpellier, Inserm, 34295 Montpellier, France.
| |
Collapse
|
3
|
Laakso M, Fernandes Silva L. Statins and risk of type 2 diabetes: mechanism and clinical implications. Front Endocrinol (Lausanne) 2023; 14:1239335. [PMID: 37795366 PMCID: PMC10546337 DOI: 10.3389/fendo.2023.1239335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/29/2023] [Indexed: 10/06/2023] Open
Abstract
Statins are widely used to prevent cardiovascular disease events. Cardiovascular diseases and type 2 diabetes are tightly connected since type 2 diabetes is a major risk factor for cardiovascular diseases. Additionally, cardiovascular diseases often precede the development of type 2 diabetes. These two diseases have common genetic and environmental antecedents. Statins are effective in the lowering of cardiovascular disease events. However, they have also important side effects, including an increased risk of type 2 diabetes. The first study reporting an association of statin treatment with the risk of type 2 diabetes was the WOSCOPS trial (West of Scotland Coronary Prevention Study) in 2001. Other primary and secondary cardiovascular disease prevention studies as well as population-based studies have confirmed original findings. The purpose of our review is to examine and summarize the most important findings of these studies as well as to describe the mechanisms how statins increase the risk of type 2 diabetes.
Collapse
Affiliation(s)
- Markku Laakso
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland
- Kuopio University Hospital, Kuopio, Finland
| | - Lilian Fernandes Silva
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland
| |
Collapse
|
4
|
Yang R, Zhu Y, Xu M, Tao Y, Cong W, Cai J. Intensive blood pressure lowering and the risk of new-onset diabetes in patients with hypertension: a post-hoc analysis of the STEP randomized trial. Eur J Prev Cardiol 2023; 30:988-995. [PMID: 37036035 DOI: 10.1093/eurjpc/zwad105] [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: 11/19/2022] [Revised: 04/02/2023] [Accepted: 04/05/2023] [Indexed: 04/11/2023]
Abstract
AIMS The strategy of blood pressure intervention in the elderly hypertensive patients (STEP) trial reported the cardiovascular benefit of intensive systolic blood pressure (SBP) control in patients with hypertension. The association between intensive SBP lowering and the risk of new-onset diabetes is unclear. This study aimed to evaluate the effect of intensive SBP lowering on the incidence of new-onset diabetes. METHODS AND RESULTS Participants in STEP who had baseline fasting serum glucose (FSG) concentrations <7.0 mmol/L and no history of diabetes or hypoglycaemic medication use were included. The primary outcome was new-onset diabetes defined as the time to first occurrence of FSG concentrations ≥7.0 mmol/L. The secondary outcome was new-onset impaired fasting glucose (FSG: 5.6-6.9 mmol/L) in participants with normoglycemia. A competing risk proportional hazards regression model was used for analysis. The cohort comprised 5601 participants (mean age: 66.1 years) with a mean baseline SBP of 145.9 mmHg. Over a median follow-up of 3.42 years, 273 (9.6%) patients in the intensive SBP group (target, 110 to <130 mmHg) and 262 (9.5%) in the standard SBP group (target, 130 to <150 mmHg) developed diabetes (adjusted hazard ratio, 1.01; 95% confidence interval (CI), 0.86-1.20). The adjusted hazard ratio for the secondary outcome was 1.04 (95% CI, 0.91-1.18). The mean highest FSG concentration during the follow-up was 5.82 and 5.84 mmol/L in the intensive and standard groups, respectively. CONCLUSION Intensive SBP lowering is not associated with an altered risk of new-onset diabetes or impaired fasting glucose in hypertensive patients. REGISTRATION STEP ClinicalTrials.gov, number: NCT03015311.
Collapse
Affiliation(s)
- Ruixue Yang
- Hypertension Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beilishi Road 167, Xicheng District, Beijing 100037, China
| | - Yanqi Zhu
- Department of Cardiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, No. 100 Haining Road, Hongkou District, Shanghai 200080, China
| | - Mengdan Xu
- Department of General Practice, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, No. 100 Haining Road, Hongkou District, Shanghai, 200080, China
| | - Yanhua Tao
- Department of Internal Medicine, Nanchang Sixth Hospital, No. 24 Luojiatang Road, Xihu District, Nanchang, Jiangxi 330003, China
| | - Wenwen Cong
- Hypertension Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beilishi Road 167, Xicheng District, Beijing 100037, China
| | - Jun Cai
- Hypertension Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beilishi Road 167, Xicheng District, Beijing 100037, China
| |
Collapse
|
5
|
Affiliation(s)
- Ishak A Mansi
- Department of Education, Orlando VA Health Care System, Orlando, Florida
| | - Priya Sumithran
- Department of Medicine (St Vincent's), University of Melbourne, Melbourne, Australia
| | - Mustafa Kinaan
- Department of Internal Medicine, University of Central Florida, Orlando
| |
Collapse
|
6
|
Wei Y, Giunta S, Xia S. Hypoxia in Aging and Aging-Related Diseases: Mechanism and Therapeutic Strategies. Int J Mol Sci 2022; 23:8165. [PMID: 35897741 PMCID: PMC9330578 DOI: 10.3390/ijms23158165] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 07/12/2022] [Accepted: 07/14/2022] [Indexed: 01/27/2023] Open
Abstract
As the global aging process continues to lengthen, aging-related diseases (e.g., chronic obstructive pulmonary disease (COPD), heart failure) continue to plague the elderly population. Aging is a complex biological process involving multiple tissues and organs and is involved in the development and progression of multiple aging-related diseases. At the same time, some of these aging-related diseases are often accompanied by hypoxia, chronic inflammation, oxidative stress, and the increased secretion of the senescence-associated secretory phenotype (SASP). Hypoxia seems to play an important role in the process of inflammation and aging, but is often neglected in advanced clinical research studies. Therefore, we have attempted to elucidate the role played by different degrees and types of hypoxia in aging and aging-related diseases and their possible pathways, and propose rational treatment options based on such mechanisms for reference.
Collapse
Affiliation(s)
- Yaqin Wei
- Department of Geriatrics, Shanghai Institute of Geriatrics, Huadong Hospital, Fudan University, Shanghai 200000, China;
| | - Sergio Giunta
- Casa di Cura Prof. Nobili–GHC Garofalo Health Care, 40035 Bologna, Italy;
| | - Shijin Xia
- Department of Geriatrics, Shanghai Institute of Geriatrics, Huadong Hospital, Fudan University, Shanghai 200000, China;
| |
Collapse
|
7
|
Synthesis, Characterization, and Intrinsic Dissolution Studies of Drug-Drug Eutectic Solid Forms of Metformin Hydrochloride and Thiazide Diuretics. Pharmaceutics 2021; 13:pharmaceutics13111926. [PMID: 34834341 PMCID: PMC8620433 DOI: 10.3390/pharmaceutics13111926] [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: 07/07/2021] [Revised: 09/22/2021] [Accepted: 09/28/2021] [Indexed: 11/30/2022] Open
Abstract
The mechanochemical synthesis of drug–drug solid forms containing metformin hydrochloride (MET·HCl) and thiazide diuretics hydrochlorothiazide (HTZ) or chlorothiazide (CTZ) is reported. Characterization of these new systems indicates formation of binary eutectic conglomerates, i.e., drug–drug eutectic solids (DDESs). Further analysis by construction of binary diagrams (DSC screening) exhibited the characteristic V-shaped form indicating formation of DDESs in both cases. These new DDESs were further characterized by different techniques, including thermal analysis (DSC), solid state NMR spectroscopy (SSNMR), powder X-ray diffraction (PXRD) and scanning electron microscopy–energy dispersive X-ray spectroscopy analysis (SEM–EDS). In addition, intrinsic dissolution rate experiments and solubility assays were performed. In the case of MET·HCl-HTZ (χMET·HCl = 0.66), we observed a slight enhancement in the dissolution properties compared with pure HTZ (1.21-fold). The same analysis for the solid forms of MET·HCl-CTZ (χMET·HCl = 0.33 and 0.5) showed an enhancement in the dissolved amount of CTZ accompanied by a slight improvement in solubility. From these dissolution profiles and saturation solubility studies and by comparing the thermodynamic parameters (ΔHfus and ΔSfus) of the pure drugs with these new solid forms, it can be observed that there was a limited modification in these properties, not modifying the free energy of the solution (ΔG) and thus not allowing an improvement in the dissolution and solubility properties of these solid forms.
Collapse
|
8
|
Ballantyne CM, Bays H, Catapano AL, Goldberg A, Ray KK, Saseen JJ. Role of Bempedoic Acid in Clinical Practice. Cardiovasc Drugs Ther 2021; 35:853-864. [PMID: 33818688 PMCID: PMC8266788 DOI: 10.1007/s10557-021-07147-5] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/19/2021] [Indexed: 12/14/2022]
Abstract
Many patients do not achieve optimal low-density lipoprotein cholesterol (LDL-C) levels with statins alone; others are unable to tolerate statin therapy. Additional non-statin treatment options including ezetimibe, proprotein convertase subtilisin/kexin type 9 inhibitors, and bile acid sequestrants are often necessary to further reduce the risk of atherosclerotic cardiovascular disease. This review provides practical guidance as to the use of bempedoic acid to lower LDL-C and includes direction as to which patients may benefit and advice for safety monitoring during treatment. Bempedoic acid, a new class of agent, is a prodrug converted to bempedoyl-CoA by very long-chain acyl-CoA synthetase 1, an enzyme with high expression in the liver but that is undetectable in the skeletal muscle. Bempedoic acid inhibits the enzyme adenosine triphosphate (ATP)-citrate lyase, which lies two steps upstream from β-hydroxy β-methylglutaryl-CoA reductase in the cholesterol biosynthesis pathway. In clinical trials conducted in patients with or at risk for atherosclerotic cardiovascular disease or familial heterozygous hypercholesterolemia, bempedoic acid in combination with statins and/or ezetimibe significantly reduced LDL-C, apolipoprotein B, and high-sensitivity C-reactive protein compared with placebo. Bempedoic acid is generally well tolerated with no clinically meaningful increase in muscle-related symptoms relative to placebo, even in patients taking maximally tolerated statins. A small increase in serum uric acid (mean increase 0.8 mg/dL) is the most noteworthy adverse effect. Bempedoic acid provides an effective and generally well-tolerated medication to further reduce LDL-C in patients taking maximally tolerated statins or manage LDL-C levels in those who are unable to take statins. The potential for a reduced incidence of major cardiovascular events with bempedoic acid is being investigated in the CLEAR Outcomes trial, with results expected in 2023.
Collapse
Affiliation(s)
- Christie M Ballantyne
- Department of Medicine, Baylor College of Medicine, One Baylor Plaza, BCM 285, Houston, TX, 77030, USA.
| | - Harold Bays
- Louisville Metabolic and Atherosclerosis Research Center, Louisville, KY, USA
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, University of Milan and IRCCS Multimedica, Milan, Italy
| | - Anne Goldberg
- Division of Endocrinology, Metabolism and Lipid Research, Washington University School of Medicine, St. Louis, MO, USA
| | - Kausik K Ray
- Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Joseph J Saseen
- Departments of Clinical Pharmacy and Family Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| |
Collapse
|
9
|
Fuse K, Kadota A, Kondo K, Morino K, Fujiyoshi A, Hisamatsu T, Kadowaki S, Miyazawa I, Ugi S, Maegawa H, Miura K, Ueshima H. Liver fat accumulation assessed by computed tomography is an independent risk factor for diabetes mellitus in a population-based study: SESSA (Shiga Epidemiological Study of Subclinical Atherosclerosis). Diabetes Res Clin Pract 2020; 160:108002. [PMID: 31904446 DOI: 10.1016/j.diabres.2020.108002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 12/16/2019] [Accepted: 12/31/2019] [Indexed: 12/31/2022]
Abstract
AIMS Ectopic fat accumulation is related to insulin resistance and diabetes mellitus (DM). However, the effect of fatty liver on DM in non-obese individuals has not been clarified. We investigated whether liver fat accumulation assessed by computed tomography (CT) is associated with the incidence of DM. METHODS In a prospective population-based study, 640 Japanese men were followed up for 5 years. The liver to spleen (L/S) ratio of the CT attenuation value was used as the liver fat accumulation index. We calculated the odds ratio (OR) and 95% confidence interval (CI) for the DM incidence of per 1 standard deviation (SD) lower L/S and those of L/S < 1.0 compared with L/S ≥ 1.0, using logistic regression models. RESULTS Both per 1 SD lower L/S and L/S < 1.0 were significantly associated with a risk for DM incidence (1 SD lower L/S: OR = 1.57, 95%CI = 1.14-2.16; L/S < 1.0: OR = 2.27, 95%CI = 1.00-5.14). The relationship between L/S and incidence of DM was consistent in the obese and non-obese groups, with thresholds of BMI 25 kg/m2, waist circumference 85 cm, or visceral adipose tissue 100 cm2. CONCLUSIONS Liver fat accumulation assessed by CT was associated with the incidence of DM.
Collapse
Affiliation(s)
- Keiko Fuse
- Department of Medicine, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan; Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Aya Kadota
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan; Department of Public Health, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Keiko Kondo
- Department of Public Health, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Katsutaro Morino
- Department of Medicine, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Akira Fujiyoshi
- Department of Hygiene, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama 641-8509, Japan.
| | - Takashi Hisamatsu
- Department of Public Health, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences 2-5-1 Shikata-cho, Kita-ku, Okayama 700-8558, Japan.
| | - Sayaka Kadowaki
- Department of Public Health, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Itsuko Miyazawa
- Department of Medicine, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Satoshi Ugi
- Department of Medicine, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Hiroshi Maegawa
- Department of Medicine, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Katsuyuki Miura
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan; Department of Public Health, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| | - Hirotsugu Ueshima
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan; Department of Public Health, Shiga University of Medical Science, Seta, Tsukinowa, Otsu, Shiga 520-2192, Japan.
| |
Collapse
|
10
|
Potential off-target effects of beta-blockers on gut hormone receptors: In silico study including GUT-DOCK-A web service for small-molecule docking. PLoS One 2019; 14:e0210705. [PMID: 30682072 PMCID: PMC6347188 DOI: 10.1371/journal.pone.0210705] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 12/31/2018] [Indexed: 02/07/2023] Open
Abstract
The prolonged use of many currently available drugs results in the severe side effect of the disruption of glucose metabolism leading to type 2 diabetes mellitus (T2DM. Gut hormone receptors including glucagon receptor (GCGR) and the incretin hormone receptors: glucagon-like peptide 1 receptor (GLP1R) and gastric inhibitory polypeptide receptor (GIPR) are important drug targets for the treatment of T2DM, as they play roles in the regulation of glucose and insulin levels and of food intake. In this study, we hypothesized that we could compensate for the negative influences of specific drugs on glucose metabolism by the positive incretin effect enhanced by the off-target interactions with incretin GPCR receptors. As a test case, we chose to examine beta-blockers because beta-adrenergic receptors and incretin receptors are expressed in a similar location, making off-target interactions possible. The binding affinity of drugs for incretin receptors was approximated by using two docking scoring functions of Autodock VINA (GUT-DOCK) and Glide (Schrodinger) and juxtaposing these values with the medical information on drug-induced T2DM. We observed that beta-blockers with the highest theoretical binding affinities for gut hormone receptors were reported as the least harmful to glucose homeostasis in clinical trials. Notably, a recently discovered beta-blocker compound 15 ([4-((2S)-3-(((S)-3-(3-bromophenyl)-1-(methylamino)-1-oxopropan-2-yl)amino)-2-(2-cyclohexyl-2-phenylacetamido)-3-oxopropyl)benzamide was among the top-scoring drugs, potentially supporting its use in the treatment of hypertension in diabetic patients. Our recently developed web service GUT-DOCK (gut-dock.miningmembrane.com) allows for the execution of similar studies for any drug-like molecule. Specifically, users can compute the binding affinities for various class B GPCRs, gut hormone receptors, VIPR1 and PAC1R.
Collapse
|
11
|
Latek D, Rutkowska E, Niewieczerzal S, Cielecka-Piontek J. Drug-induced diabetes type 2: In silico study involving class B GPCRs. PLoS One 2019; 14:e0208892. [PMID: 30650080 PMCID: PMC6334951 DOI: 10.1371/journal.pone.0208892] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 11/27/2018] [Indexed: 01/10/2023] Open
Abstract
A disturbance of glucose homeostasis leading to type 2 diabetes mellitus (T2DM) is one of the severe side effects that may occur during a prolonged use of many drugs currently available on the market. In this manuscript we describe the most common cases of drug-induced T2DM, discuss available pharmacotherapies and propose new ones. Among various pharmacotherapies of T2DM, incretin therapies have recently focused attention due to the newly determined crystal structure of incretin hormone receptor GLP1R. Incretin hormone receptors: GLP1R and GIPR together with the glucagon receptor GCGR regulate food intake and insulin and glucose secretion. Our study showed that incretin hormone receptors, named also gut hormone receptors as they are expressed in the gastrointestinal tract, could potentially act as unintended targets (off-targets) for orally administrated drugs. Such off-target interactions, depending on their effect on the receptor (stimulation or inhibition), could be beneficial, like in the case of incretin mimetics, or unwanted if they cause, e.g., decreased insulin secretion. In this in silico study we examined which well-known pharmaceuticals could potentially interact with gut hormone receptors in the off-target way. We observed that drugs with the strongest binding affinity for gut hormone receptors were also reported in the medical information resources as the least disturbing the glucose homeostasis among all drugs in their class. We suggested that those strongly binding molecules could potentially stimulate GIPR and GLP1R and/or inhibit GCGR which could lead to increased insulin secretion and decreased hepatic glucose production. Such positive effect on the glucose homeostasis could compensate for other, adverse effects of pharmacotherapy which lead to drug-induced T2DM. In addition, we also described several top hits as potential substitutes of peptidic incretin mimetics which were discovered in the drug repositioning screen using gut hormone receptors structures against the ZINC15 compounds subset.
Collapse
Affiliation(s)
- Dorota Latek
- Faculty of Chemistry, University of Warsaw, Warsaw, Poland
| | | | | | - Judyta Cielecka-Piontek
- Department of Pharmacognosy, Faculty of Pharmacy, Poznan University of Medical Sciences, Poznan, Poland
| |
Collapse
|
12
|
Abstract
PURPOSE OF REVIEW In patients with prediabetes or type 2 diabetes, the use of thiazides as antihypertensive agents has been challenged because associated metabolic adverse events, including new-onset diabetes. RECENT FINDINGS These metabolic disturbances are less marked with low-dose thiazides and, in most but not all studies, with thiazide-like diuretics (chlorthalidone, indapamide) than with thiazide-type diuretics (hydrochlorothiazide). In post hoc analyses of subgroups of patients with hypertension and type 2 diabetes, thiazides resulted in a significant reduction in cardiovascular events, all-cause mortality, and hospitalization for heart failure compared to placebo and generally were shown to be non-inferior to other antihypertensive agents. Benefits attributed to thiazide diuretics in terms of cardiovascular event reduction outweigh the risk of worsening glucose control in type 2 diabetes and of new-onset diabetes in non-diabetic patients. Thiazides still play a key role in the management of patients with type 2 diabetes and hypertension.
Collapse
Affiliation(s)
- André J Scheen
- Division of Diabetes, Nutrition and Metabolic Disorders, Department of Medicine, CHU Liège, University of Liège, CHU Sart Tilman (B35), B-4000, Liege, Belgium.
- Clinical Pharmacology Unit, CHU Liège, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Liège, Belgium.
| |
Collapse
|
13
|
Selective ß1-Blockers Are Not Associated With New-onset Diabetes Mellitus in Hypertensive Patients. J Cardiovasc Pharmacol 2017; 71:38-45. [PMID: 29286954 DOI: 10.1097/fjc.0000000000000543] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Although ß-blockers are known to increase new-onset diabetes mellitus (DM), previous evidence have been controversial. It has been suggested that newer vasodilatory ß-blockers yield better glycemic control than older nonselective agents. The aim of this study was to evaluate the diabetogenicity of currently used newer ß-blockers based on ß1 receptor selectivity in a series of Asian population. METHODS We investigated a total of 65,686 hypertensive patients without DM from 2004 to 2014. Patients with hemoglobin (Hb) A1c ≤6.0%, fasting blood glucose ≤110 mg/dL, and no history of diabetes or diabetic treatment were enrolled for analysis. Patients were divided into the ß-blockers group and non-ß-blockers group. Propensity score matching (PSM) analysis using a logistic regression model was performed to adjust for potential confounders. The primary end point was the cumulative incidence of new-onset DM, defined as a fasting blood glucose ≥126 mg/dL or HbA1c ≥6.5%, and major adverse cardiac and cerebral events (MACCE), defined as a composite of total death, nonfatal myocardial infarction, and cerebrovascular accidents. We investigated predictors of new-onset DM and MACCE based on 2 models, including clinical risk factors and co-medications, respectively. RESULTS Mean follow-up duration was 30.91 ± 23.14 months in the entire group before adjustment. The ß-blockers group had a significantly higher incidence of new-onset DM and MACCE than the non-ß-blockers group. After PSM, analysis of a total of 2284 patients (1142 pairs, C-statistic = 0.752) showed no difference between the 2 groups in new-onset DM or MACCE. In multivariate analysis after PSM, baseline HbA1c, stroke, heart failure, nonselective ß-blockers, and age were independent predictors of new-onset DM. Selective ß1-blockers did not increase new-onset DM after adjustment for other antihypertensive medication and statins. CONCLUSIONS In the era of newer ß-blockers, selective ß1-blockers were not associated with new-onset DM. More evidence is needed to verify this relationship and the underlying mechanisms.
Collapse
|
14
|
Waters DD, Bangalore S. The Evolution of Myocardial Infarction: When the Truths We Hold To Be Self-Evident No Longer Have Evidence. Can J Cardiol 2017; 33:1209-1211. [DOI: 10.1016/j.cjca.2017.07.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Accepted: 07/06/2017] [Indexed: 10/19/2022] Open
|
15
|
Pang DKT, Nong Z, Sutherland BG, Sawyez CG, Robson DL, Toma J, Pickering JG, Borradaile NM. Niacin promotes revascularization and recovery of limb function in diet-induced obese mice with peripheral ischemia. Pharmacol Res Perspect 2016; 4:e00233. [PMID: 27433343 PMCID: PMC4876143 DOI: 10.1002/prp2.233] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 03/07/2016] [Accepted: 03/11/2016] [Indexed: 12/20/2022] Open
Abstract
Niacin can reduce vascular disease risk in individuals with metabolic syndrome, but in light of recent large randomized controlled trials outcomes, its biological actions and clinical utility remain controversial. Niacin can improve endothelial function, vascular inflammation, and vascular regeneration, independent of correcting dyslipidemia, in various lean rodent models of vascular injury. Here, we tested whether niacin could directly improve endothelial cell angiogenic function during combined exposure to excess fatty acids and hypoxia, and whether intervention with niacin during continued feeding of western diet could improve revascularization and functional recovery in obese, hyperlipidemic mice with peripheral ischemia. Treatment with niacin (10 μmol/L) increased human microvascular endothelial cell angiogenic function during exposure to high fatty acids and hypoxia (2% oxygen), as determined by tube formation on Matrigel. To assess revascularization in vivo, we used western diet-induced obese mice with unilateral hind limb femoral artery ligation and excision. Treatment for 14 days postinjury with once daily i.p. injections of a low dose of niacin (50 mg/kg) improved recovery of hind limb use, in association with enhanced revascularization and decreased inflammation of the tibialis anterior muscle. These effects were concomitant with decreased plasma triglycerides, but not increased plasma apoAI. Thus, niacin improves endothelial tube formation under lipotoxic and hypoxic conditions, and moreover, promotes revascularization and functional hind limb recovery following ischemic injury in diet-induced obese mice with hyperlipidemia. These data may have implications for niacin therapy in the treatment of peripheral ischemic vascular disease associated with metabolic syndrome.
Collapse
Affiliation(s)
- Dominic K T Pang
- Department of Physiology and Pharmacology Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1
| | - Zengxuan Nong
- Robarts Research Institute Western University London Ontario Canada N6A 5C1
| | - Brian G Sutherland
- Robarts Research Institute Western University London Ontario Canada N6A 5C1
| | - Cynthia G Sawyez
- Department of Physiology and Pharmacology Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1; Robarts Research Institute Western University London Ontario Canada N6A 5C1; Department of Medicine Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1
| | - Debra L Robson
- Department of Physiology and Pharmacology Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1
| | - Jelena Toma
- Department of Physiology and Pharmacology Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1
| | - J Geoffrey Pickering
- Robarts Research Institute Western University London Ontario Canada N6A 5C1; Department of Medicine Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1; Department of Biochemistry Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1; Department of Medical Biophysics Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1; London Health Sciences Centre London Ontario Canada N6A 5C1
| | - Nica M Borradaile
- Department of Physiology and Pharmacology Schulich School of Medicine and Dentistry Western University London Ontario Canada N6A 5C1
| |
Collapse
|
16
|
Anyanwagu U, Idris I, Donnelly R. Drug-Induced Diabetes Mellitus: Evidence for Statins and Other Drugs Affecting Glucose Metabolism. Clin Pharmacol Ther 2015; 99:390-400. [PMID: 26440603 DOI: 10.1002/cpt.274] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 10/01/2015] [Indexed: 02/04/2023]
Abstract
Abnormalities of glucose metabolism and glucose tolerance, either because of a reduction in tissue sensitivity to insulin (e.g., in liver, skeletal muscle, and adipose tissues) and/or a reduction in pancreatic insulin secretion, are associated with a number of unwanted health outcomes. Even small increases in circulating glucose levels (often described as dysglycemia or prediabetes) may confer an increased risk of cardiovascular (CV) disease and progression to overt type 2 diabetes. A number of drug therapies, many of them used long term in chronic disease management, have adverse effects on glucose metabolism, diabetes risk, and glycemic control among patients with preexisting diabetes. In this study, we review the evidence, underlying mechanisms, and the clinical significance of drug-related adverse effects on glucose metabolism.
Collapse
Affiliation(s)
- U Anyanwagu
- Division of Medical Sciences & GEM, School of Medicine, University of Nottingham, Royal Derby Hospital Centre, Derby, UK
| | - I Idris
- Division of Medical Sciences & GEM, School of Medicine, University of Nottingham, Royal Derby Hospital Centre, Derby, UK
| | - R Donnelly
- Division of Medical Sciences & GEM, School of Medicine, University of Nottingham, Royal Derby Hospital Centre, Derby, UK
| |
Collapse
|
17
|
Dzien A, Winner H, Theurl E, Dzien-Bischinger C, Lechleitner M. Ageing and fasting glucose values – the role of cardiovascular events. Eur Geriatr Med 2015. [DOI: 10.1016/j.eurger.2015.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
18
|
Katsiki N, Rizzo M, Mikhailidis DP, Mantzoros CS. New-onset diabetes and statins: throw the bath water out, but, please, keep the baby! Metabolism 2015; 64:471-5. [PMID: 25484289 DOI: 10.1016/j.metabol.2014.11.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 11/03/2014] [Indexed: 10/24/2022]
Affiliation(s)
- Niki Katsiki
- Second Propedeutic Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Hippocration Hospital, Thessaloniki, Greece
| | - Manfredi Rizzo
- Biomedical Department of Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy; Euro-Mediterranean Institute of Science and Technology, Palermo, Italy
| | - Dimitri P Mikhailidis
- Department of Clinical Biochemistry (Vascular Prevention Clinic), Royal Free Hospital Campus, University College Medical School, University College London, London, UK
| | - Christos S Mantzoros
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, and Section of Endocrinology, Boston VA Healthcare System, Harvard Medical School, Boston, MA 02130, USA.
| |
Collapse
|
19
|
Johnson EJ, Dieter BP, Marsh SA. Evidence for distinct effects of exercise in different cardiac hypertrophic disorders. Life Sci 2015; 123:100-6. [PMID: 25632833 PMCID: PMC4339313 DOI: 10.1016/j.lfs.2015.01.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 12/05/2014] [Accepted: 01/02/2015] [Indexed: 02/08/2023]
Abstract
Aerobic exercise training (AET) attenuates or reverses pathological cardiac remodeling after insults such as chronic hypertension and myocardial infarction. The phenotype of the pathologically hypertrophied heart depends on the insult; therefore, it is likely that distinct types of pathological hypertrophy require different exercise regimens. However, the mechanisms by which AET improves the structure and function of the pathologically hypertrophied heart are not well understood, and exercise research uses highly inconsistent exercise regimens in diverse patient populations. There is a clear need for systematic research to identify precise exercise prescriptions for different conditions of pathological hypertrophy. Therefore, this review synthesizes existing evidence for the distinct mechanisms by which AET benefits the heart in different pathological hypertrophy conditions, suggests strategic exercise prescriptions for these conditions, and highlights areas for future research.
Collapse
Affiliation(s)
- Emily J Johnson
- Graduate Program in Pharmaceutical Sciences, College of Pharmacy, Washington State University, Spokane, WA, USA
| | - Brad P Dieter
- Graduate Program in Movement Sciences, College of Education, University of Idaho, Moscow, ID, USA; Section of Experimental and Systems Pharmacology, College of Pharmacy, Washington State University, Spokane, WA, USA
| | - Susan A Marsh
- Section of Experimental and Systems Pharmacology, College of Pharmacy, Washington State University, Spokane, WA, USA.
| |
Collapse
|
20
|
Wang F, Guo X, Shen X, Kream RM, Mantione KJ, Stefano GB. Vascular dysfunction associated with type 2 diabetes and Alzheimer's disease: a potential etiological linkage. Med Sci Monit Basic Res 2014; 20:118-29. [PMID: 25082505 PMCID: PMC4138067 DOI: 10.12659/msmbr.891278] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The endothelium performs a crucial role in maintaining vascular integrity leading to whole organ metabolic homeostasis. Endothelial dysfunction represents a key etiological factor leading to moderate to severe vasculopathies observed in both Type 2 diabetic and Alzheimer’s Disease (AD) patients. Accordingly, evidence-based epidemiological factors support a compelling hypothesis stating that metabolic rundown encountered in Type 2 diabetes engenders severe cerebral vascular insufficiencies that are causally linked to long term neural degenerative processes in AD. Of mechanistic importance, Type 2 diabetes engenders an immunologically mediated chronic pro-inflammatory state involving interactive deleterious effects of leukocyte-derived cytokines and endothelial-derived chemotactic agents leading to vascular and whole organ dysfunction. The long term negative consequences of vascular pro-inflammatory processes on the integrity of CNS basal forebrain neuronal populations mediating complex cognitive functions establish a striking temporal comorbidity of AD with Type 2 diabetes. Extensive biomedical evidence supports the pivotal multi-functional role of constitutive nitric oxide (NO) production and release as a critical vasodilatory, anti-inflammatory, and anti-oxidant, mechanism within the vascular endothelium. Within this context, we currently review the functional contributions of dysregulated endothelial NO expression to the etiology and persistence of Type 2 diabetes-related and co morbid AD-related vasculopathies. Additionally, we provide up-to-date perspectives on critical areas of AD research with special reference to common NO-related etiological factors linking Type 2 diabetes to the pathogenesis of AD.
Collapse
Affiliation(s)
- Fuzhou Wang
- Department of Anesthesiology and Critical Care Medicine, Nanjing Maternit and Child Health Care Hospital, Nanjing Medical University, Nanjing, China (mainland)
| | - Xirong Guo
- Institutes of Pediatrics, Nanjing Maternity and Child Health Care Hospital, Nanjing Medical University, Nanjing, China (mainland)
| | - Xiaofeng Shen
- Department of Anesthesiology and Critical Care Medicine, Nanjing Maternity and Child Health Care Hospital, Nanjing Medical University, Nanjing, China (mainland)
| | - Richard M Kream
- Neuroscience Research Institute, State University of New York - College at Old Westbury, Old Westbury, USA
| | - Kirk J Mantione
- Neuroscience Research Institute, State University of New York - College at Old Westbury, Old Westbury, USA
| | - George B Stefano
- Neuroscience Research Institute, State University of New York - College at Old Westbury, Old Westbury, USA
| |
Collapse
|