Chapter

Chapter 13: Computational screening of phytochemicals for antidiabetic drug discovery

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Abstract

Diabetes is one of the most common chronic and progressive diseases around the world and the number of people with diabetes is projected to rise in the next few years. Although many synthetic drugs are effective in controlling diabetes, their long-term usage has undesirable side effects. Hence, there is a growing scientific interest to replace synthetic drugs with natural drugs from medicinal plants. However, understanding the role of molecules and their interaction are necessary for the effective anti-diabetic drug discovery. Over the years, computational biology methods, such as molecular docking, simulations of biomolecules, computer-aided drug design (CADD), and multi-scale biological modeling have been developed in the drug discovery process. Therefore, the present chapter aimed to understand the characteristics of diabetes, the role of phytochemicals from natural sources in controlling diabetes, and the anti-diabetic mechanism of phytochemicals. The chapter also covers the computational screening techniques using phytochemicals in anti-diabetic drug discovery. Many phytochemicals from natural sources showed potential anti-diabetic properties. The use of CADD will speed up the drug discovery process, mitigate risk, and help to identify well-established targets with more innovative drugs in the future.

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... Numerous biological processes involving fatty acids, such as their anti-inflammatory characteristics, help organisms defend themselves [30]. According to the findings of a number of studies, Fagonia indica can both aid in the prevention of bacterial and fungal diseases, and speed up the body's recovery from their effects [31]. those of recognized compounds in the library of the National Institute of Standards and Technology (NIST) [25]. ...
... Numerous biological processes involving fatty acids, such as their anti-inflammatory characteristics, help organisms defend themselves [30]. According to the findings of a number of studies, Fagonia indica can both aid in the prevention of bacterial and fungal diseases, and speed up the body's recovery from their effects [31]. ...
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The American Society for Pharmacology and Experimental Therapeutics has revised the Instructions to Authors for Drug Metabolism and Disposition, Journal of Pharmacology and Experimental Therapeutics, and Molecular Pharmacology These revisions relate to data analysis (including statistical analysis) and reporting but do not tell investigators how to design and perform their experiments. Their overall focus is on greater granularity in the description of what has been done and found. Key recommendations include the need to differentiate between preplanned, hypothesis-testing, and exploratory experiments or studies; explanations of whether key elements of study design, such as sample size and choice of specific statistical tests, had been specified before any data were obtained or adapted thereafter; and explanations of whether any outliers (data points or entire experiments) were eliminated and when the rules for doing so had been defined. Variability should be described by S.D. or interquartile range, and precision should be described by confidence intervals; S.E. should not be used. P values should be used sparingly; in most cases, reporting differences or ratios (effect sizes) with their confidence intervals will be preferred. Depiction of data in figures should provide as much granularity as possible, e.g., by replacing bar graphs with scatter plots wherever feasible and violin or box-and-whisker plots when not. This editorial explains the revisions and the underlying scientific rationale. We believe that these revised guidelines will lead to a less biased and more transparent reporting of research findings.
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Diabetes mellitus, a chronic metabolic disease, characterized by elevated levels of blood glucose and insufficiency in production and action of insulin is the seventh leading cause of death worldwide. Numerous studies have shown that diabetes mellitus is associated with increased formation of free radicals and decrease in antioxidant potential. In the patients with diabetes mellitus, the levels of antioxidant parameters are found to decrease, hence in many studies phytochemicals which can exert antioxidant and free radical scavenging activities, are suggested to improve the insulin sensitivity. Several phytoactive compounds such as flavonoids, lignans, prophenylphenols, are also found to combat the complications of diabetes. This chapter mainly focuses on the relationship between diabetes mellitus and preventive roles of various phytochemicals on diabetes via their antioxidant properties.
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Background One class of phytochemicals are phenols with (OH) group bounded to aromatic hydrocarbon group. The aim of this study was to review the anti-diabetic and anti-oxidant properties of important phenols. Methods This is a review study with ethic number (95s108) from AJUMS. About 450 articles (original, review,etc) been screened; 40 of them in the range of (1992–2017) were used due to their correlation to the study purpose. 28 of them were indexed by “Web of science (ISI)”, 24 of them indexed by pubmed and also 29 of them were indexed by scopus data center. Findings Phenols affect diabetes in different ways. CGA suppress hepatic gluconeogenesis through the inhibition of G6Pase and is also an insulin sensitizer that potentiates insulin action. Curcumin reduce insulin resistance so decrease AGE's products in diabetes mellitus. Hydroxytyrosol regulates the calcium channels which plays key role in insulin secretion. Resveratrol increase the stimulation of glucose uptake and insulin secretion. CGA has similar antioxidant activity as vitamin E and ellagic acid maybe is even more potent than vitamin E. curcumin inhibits lipid peroxidation and scavenge superoxide anion and hydroxyl radicals. The antioxidant activity of hydroxytyrosol protects pancreatic cells from damage and death. Treatment with resveratrol significantly decreases the level of glucosylated hemoglobin. Conclusion All these phytochemicals have potent antidiabetic and antioxidant effects in different ways beside their other effects like anti-inflammatory and anti-carcinogenic properties in ellagic acid, or like anti-angiogenic and apoptogenic activities in curcumin. So we suggest further studies in the field of diabetes and antioxidation.
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Ocimum sanctum Linn. commonly known as Holy Basil or Tulsi is an Ayurvedic herb of Southeast Asia with a long history of traditional use. The culinary, medicinal and industrial importance of this plant led to explore its chemical and pharmacological properties. Here, we provide a comprehensive review on scientific findings of O. sanctum chemical constituents and their related anticancer, antioxidant, anti-inflammatory, antistress, γ-irradiation protection, antidiabetic and antileishmanicidal activities. More than 60 chemical compounds have been reported from O. sanctum, including phenolics, flavonoids, phenyl propanoids, terpenoids, fatty acid derivatives, essential oil, fixed oil, and steroids. The pharmacological activities of O. sanctum compounds reflect their medicinal importance and in the standardization of medicinal products. This compilation will be helpful in the development of new active principle and nutraceuticals in the area of drug resistance and emerging chronic disease vectors.
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Abstract Alkaloids are plant secondary metabolite. They are well known nitrogen-containing natural bioactive compounds. Cutting edge research is going on alkaloids to unravel novel therapeutic approaches. Literature reveals that alkaloids contribute multiple biological activities and some alkaloids transform into active metabolites too. In this review, we have focused on marketed and experimental alkaloids. We have summarized sources and biological activities of reported alkaloids in past decades.
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Type 2 diabetes is associated with elevated levels of triglycerides and small, dense low-density lipoprotein particles, in addition to low levels of high-density lipoprotein cholesterol. Clinical trials have demonstrated the clear cardiovascular benefit of use of statin therapy in patients with diabetes. Additional lipid-modifying agents are typically guided by the presence of additional lipid abnormalities. The optimal use of existing lipid agents and the potential for novel therapies in patients with diabetes is reviewed.
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Wine polymeric material (WPM), which includes polysaccharides, proteins, and polyphenolic compounds, interacts with anthocyanins. To determine the contribution of polysaccharides in these interactions, the diffusion performance of anthocyanins along a dialysis membrane was determined in the presence and absence of isolated mannoproteins (MP) and arabinogalactans (AG) from WPM. Furthermore, to estimate the extent of the interaction between WPM and polyphenolic compounds, the activation energy (Ea) required for their diffusion in the presence of WPM was determined. AG, generally more abundant than MP in wine, interact in a greater extent with anthocyanins, showing their relevant contribution for WPM/anthocyanins interactions. The Ea for the diffusion of polyphenolic compounds in presence of WPM indicated the occurrence of interactions with relative weak to strong intensities (2.6–50.8 kJ/mol). As not all polyphenolic compounds were able to be released from WPM, stronger interactions, possibly by covalent linkages, are involved, providing new insights on WPM/polyphenolic compounds relationships.
Chapter
Diabetes, one of the most common metabolic disorders, is no longer a disease of affluent nations. The prevalence rates of diabetes are rising steeply in low and middle-income nations that have rapidly improved their economy and adopted a ‘westernized’ life style. The worldwide explosion of diabetes also increases the propensity for developing both micro and macro vascular complications and this result in a huge burden due to mobility and mortality in addition to increasing the costs of therapy. As both micro and macrovascular complications share common pathophysiological mechanisms, several studies have shown a strong association between the various vascular complications. Thus, screening for all diabetic complications simultaneously is recommended. If the burden due to diabetes and its complications is to be reduced, there is need for a multi-prolonged strategy involving early diagnosis of diabetes, screening for its complications and offering optimal therapy at all levels of care. Luckily, effective interventions are available, making such efforts justifiable.
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Background Dietary flavonoids, which occur in many plant foods, are considered as the most active constituents among the plant-derived ones in vitro and in vivo. To date, many studies have addressed the anti-inflammatory activity of flavonoids. However, their considerable structural diversity and in vivo bioavailability make them able to modulate different signaling pathways. Scope and Approach The present review attempted to summarize and highlight a broad range of inflammation-associated signaling pathways modulated by flavonoids. Finally, based on the current scientist's literature, structure-activity relationships were concluded. hain. Key Findings and Conclusions Dietary flavonoids have the ability to attenuate inflammation by targeting different intracellular signaling pathways triggered by NF-κB, AP-1, PPAR, Nrf2, and MAPKs. Identification of the main structural features required for the modulation of these inflammation-related pathways (hydroxylation pattern, C2 = C3 double bond) have an important role to play in the development of new anti-inflammatory drugs.
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Seeds of Securigera securidaca (Fabaceae) are used in Iranian folk medicine as an antidiabetic treatment. In this study, the antihyperglycemic activity of chloroform and methanol fractions (CF and MF) from S. securidaca seed extract was investigated and their bioactive constituents were identified. The antidiabetic effects of fractions were assessed by streptozocin-induced diabetic Naval Medical Research Institute mice. The hypoglycemic activity of MF at 100 mg/kg and CF at 400 mg/kg was comparable with glibenclamide (3 mg/kg). MF at 400 mg/kg and CF at 600 mg/kg showed equal hypoglycemic responses to 12.5 IU/kg insulin (P > 0.05). Three cardiac glycosides were isolated as active constituents responsible for the hypoglycemic activity. Securigenin-3- O -β-glucopyranosyl-(1 → 4)-β-xylopyranoside (1) was a major compound in seeds. Securigenin-3- O -inositol-(1 → 3)-β-glucopyranosyl-(1 → 4)-β-xylopyranoside (2) and securigenin-3- O -α-rhamnopyranosyl-(1 → 4)-α-glucopyranoside (3) were found as new natural products. When 1-3 were tested at 10 mg/kg there was a significant reduction of blood glucose levels in diabetic mice, comparable to that of 3 mg/kg glibenclamide (P > 0.05). The hypoglycemic effect was due to an increase in insulin secretion; the insulin levels in the diabetic mice significantly improved and were comparable with those in healthy animals (P > 0.05). Compounds responsible for the hypoglycemic properties of S. securidaca seeds were identified as cardiac glycosides and were found to act via an increase of insulin levels in a diabetic mouse model.
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Cardiac glycosides, the cardiotonic steroids such as digitalis have been in use as heart ailment remedy since ages. They manipulate the renin-angiotensin axis to improve cardiac output. However; their safety and efficacy have come under scrutiny in recent times, as poisoning and accidental mortalities have been observed. In order to better understand and exploit them as cardiac ionotropes, studies are being pursued using different cardiac glycosides such as digitoxin, digoxin, ouabain, oleandrin etc. Several cardiac glycosides as peruvoside have shown promise in cancer control, especially ovary cancer and leukemia. Functional variability of these glycosides has revealed that not all cardiac glycosides are alike. Apart from their specific affinity to sodium-potassium ATPase, their therapeutic dosage and behavior in poly-morbidity conditions needs to be considered. This review presents a concise account of the key findings in recent years with adequate elaboration of the mechanisms. This compilation is expected to contribute towards management of cardiac, cancer, even viral ailments.
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Berberine is the principal component of many popular medicinal plants (e.g. the genus Berberis, Coptis and Hydrastis among others) with a history of thousands of years of usage in traditional medicine. The numerous pharmacological activities of berberine reported in the last two decades have been attracting high level interests both within the scientific community, clinicians and the public at large. Despite enormous amount of efforts have been placed to show its therapeutic value for inflammatory bowel diseases (IBD), however, comprehensive up-to-date review article in this field is not yet available. In this communication, literature data from in vitro and in vivo experiments were scrutinised and concisely presented to demonstrate its anti-IBD potential. Beyond the known general antioxidant and anti-inflammatory effects of berberine, IBD-specific effects including gut epithelial barrier pathology, T cells as emerging targets, antinociceptive and other effects are discussed.
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The dramatic increase in modern lifestyle diseases such as cancer, cardiovascular diseases and diabetes has renewed researchers' interest to explore nature as a source of novel therapeutic agents. Flavonoids are a large group of polyphenols that are widely present in the human diet. They have shown promising therapeutic activities against a wide variety of ailments. One of the most widely distributed and most extensively studied flavonoid is the flavonol quercetin. Its powerful antioxidant and anti-inflammatory activities are well documented and are thought to play a role in treating and protecting against diseases including diabetes, cancer, neurodegenerative and cardiovascular diseases. The purpose of this review is to shed light on quercetin therapeutic potential as an antidiabetic agent. Quercetin was reported to interact with many molecular targets in small intestine, pancreas, skeletal muscle, adipose tissue and liver to control whole-body glucose homeostasis. Mechanisms of action of quercetin are pleiotropic and involve the inhibition of intestinal glucose absorption, insulin secretory and insulin-sensitizing activities as well as improved glucose utilization in peripheral tissues. Initial studies suggested poor bioavailability of quercetin. However, recent reports have shown that quercetin was detected in the plasma after food or supplements consumption and has a long half-life in human body. Despite the wealth of in vitro and in vivo results supporting the antidiabetic potential of quercetin, its efficacy in diabetic human subjects is yet to be explored.