scholarly journals An Artificial-Intelligence-Discovered Functional Ingredient, NRT_N0G5IJ, Derived from Pisum sativum, Decreases HbA1c in a Prediabetic Population

Nutrients ◽  
2021 ◽  
Vol 13 (5) ◽  
pp. 1635
Author(s):  
Sweeny Chauhan ◽  
Alish Kerr ◽  
Brian Keogh ◽  
Stephanie Nolan ◽  
Rory Casey ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Pisum Sativum ◽  
Cost Effective ◽  
Glycated Haemoglobin ◽  
Glucose Regulation ◽  
Functional Ingredient ◽  
Effective Manner ◽  
Human Skeletal Muscle Cells ◽  
Increased Risk

The prevalence of prediabetes is rapidly increasing, and this can lead to an increased risk for individuals to develop type 2 diabetes and associated diseases. Therefore, it is necessary to develop nutritional strategies to maintain healthy glucose levels and prevent glucose metabolism dysregulation in the general population. Functional ingredients offer great potential for the prevention of various health conditions, including blood glucose regulation, in a cost-effective manner. Using an artificial intelligence (AI) approach, a functional ingredient, NRT_N0G5IJ, was predicted and produced from Pisum sativum (pea) protein by hydrolysis and then validated. Treatment of human skeletal muscle cells with NRT_N0G5IJ significantly increased glucose uptake, indicating efficacy of this ingredient in vitro. When db/db diabetic mice were treated with NRT_N0G5IJ, we observed a significant reduction in glycated haemoglobin (HbA1c) levels and a concomitant benefit on fasting glucose. A pilot double-blinded, placebo controlled human trial in a population of healthy individuals with elevated HbA1c (5.6% to 6.4%) showed that HbA1c percentage was significantly reduced when NRT_N0G5IJ was supplemented in the diet over a 12-week period. Here, we provide evidence of an AI approach to discovery and demonstrate that a functional ingredient identified using this technology could be used as a supplement to maintain healthy glucose regulation.

Rapid and Scalable Production of Functional Anti-Coronavirus Monoclonal Antibody CR3022 in Plants

2020 ◽  
Author(s):  
Kaewta Rattanapisit ◽  
Balamurugan Shanmugaraj ◽  
Suwimon Manopwisedjaroen ◽  
Priyo Budi Purwono ◽  
Konlavat Siriwattananon ◽  
...  
Keyword(s):  
Monoclonal Antibody ◽  
Developing Economies ◽  
Functional Characterization ◽  
Cost Effective ◽  
Technology Platforms ◽  
Effective Manner ◽  
Rapid Spread ◽  
Significant Public Health

Abstract Severe acute respiratory syndrome coronavirus-2 is responsible for an ongoing global outbreak of coronavirus disease (COVID-19) and represents a significant public health threat. The rapid spread of COVID-19 necessitates the development of cost-effective technology platforms for the production of diagnostic reagents/biopharmaceuticals for COVID-19. We explored the possibility of producing an anti-SARS-CoV monoclonal antibody (mAb) CR3022 and the receptor binding domain (RBD) of SARS-CoV-2 in Nicotiana benthamiana. Both RBD and the mAb were transiently expressed with the expression of 8μg/g and 130μg/g leaf fresh weight respectively. The plant-purified mAb binds to SARS-CoV-2, but fails to neutralize it in vitro. This is the first report showing the functional characterization of an anti- SARS-CoV mAb CR3022 in plants. Overall these findings showed that plants are a promising platform to produce anti-SARS-CoV mAb to use as a research reagent or a biotherapeutic in a cost-effective manner, which is especially important to developing economies during epidemics.

scholarly journals An Improved In Vitro Pyrogen Test To Detect The Presence of Endotoxin Containing Bacteria Using Limulus Amoebocyte Lysate Assay From Pharmaceutical Raw Product

1970 ◽  
Vol 1 (1) ◽  
pp. 76-79
Author(s):  
Tanvir Bashar ◽  
Khondokar Mahzebin Shurovi ◽  
Sanjida Dilshad
Keyword(s):  
Pathogenic Bacteria ◽  
Raw Materials ◽  
Cost Effective ◽  
Drug Preparation ◽  
Effective Manner ◽  
Key Word ◽  
Pseudomonas Species ◽  
Lal Assay

Most of the environmental organism possess endotoxin which presence indicates the organisms are much lethal and for the purposes bacteriological quality of pharmaceutical raw products is much important. In these current study, 2 raw materials out of 10 were found to containing pathogenic bacteria Escherichia coli and Pseudomonas species in the culture medium, that indicates the raw materials were contaminated with the deadly organism. These two raw materials checked for the presence of Endotoxin and both provided positive gel clot by Limulas amoebocyte lysate (LAL) assay. Quality maintenance and assurance is the essential need of Drug preparation in pharmaceutical sector. The result ensure that Pharmaceutical industry should need to follow GMP and HACCP to minimize the contamination for improving the biological safety of the product in a cost-effective manner. Key Word: Limulas amoebocyte lysate (LAL) assay, Gram negative bacteria, endotoxin. doi:10.3329/sjps.v1i1.1812    S. J. Pharm. Sci. 1(1&2): 76-79

scholarly journals Cryopreservation of 12 Vitis Species Using Apical Shoot Tips Derived from Plants Grown In Vitro

HortScience ◽  
2019 ◽  
Vol 54 (6) ◽  
pp. 976-981 ◽  
Author(s):  
Jean Carlos Bettoni ◽  
Aike Anneliese Kretzschmar ◽  
Remi Bonnart ◽  
Ashley Shepherd ◽  
Gayle M. Volk
Keyword(s):  
Cost Effective ◽  
Shoot Tips ◽  
Easy Access ◽  
Biotic And Abiotic Stresses ◽  
Breeding Programs ◽  
Vitis Species ◽  
Droplet Vitrification ◽  
Effective Manner ◽  
Ideal Method

The availability of and easy access to diverse Vitis species are prerequisites for advances in breeding programs. Plant genebanks usually maintain collections of Vitis taxa as field collections that are vulnerable to biotic and abiotic stresses. Cryopreservation has been considered an ideal method of preserving these collections as safety back-ups in a cost-effective manner. We report a droplet vitrification method used to cryopreserve 12 Vitis species (Vitis vinifera cvs. Chardonnay and ‘Riesling, V. actinifolia, V. aestivalis, V. jacquemontii, V. flexuosa, V. palmata, V. riparia, V. rupestris, V. sylvestris, V. ficifolia, V. treleasi, and V. ×novae angeliae) using shoot tips excised from plants grown in vitro. Our results demonstrated wide applicability of this technique, with regrowth levels at least 43% for 13 genotypes representing 12 Vitis species. We demonstrated that the droplet vitrification procedure can be successfully replicated by technical staff, thus suggesting that this method is ready for implementation.

In Vitro Toxicology and the Test Guidelines

1996 ◽  
Vol 24 (3) ◽  
pp. 435-438
Author(s):  
Kimmo Louekari
Keyword(s):  
Cost Effective ◽  
Test Methods ◽  
In Vitro Tests ◽  
In Vitro Test ◽  
In Vitro Methods ◽  
Effective Manner ◽  
Genotoxic Carcinogens ◽  
Vitro Test

Ethical, economical and scientific considerations should encourage the development of alternative and in vitro test methods. Before their adoption, in vitro methods need to be validated and scientifically justified. Demand for rigorous validation schemes for in vitro tests must be emphasised, even more than in the case of in vivo tests. The OECD has adopted in vitro guidelines for testing genotoxicity; several endpoints and mechanisms can be studied in a cost-effective manner in vitro. Similar advantages could be afforded if acute irritation and corrosion, as well as the non-genotoxic carcinogenic effects of chemicals, could be studied in vitro. Evaluation of the validation status of various methods used to study non-genotoxic carcinogens was begun by the Nordic Working Group on In Vitro Methods for Non-genotoxic Mechanisms in 1996. In some established OECD test guidelines (for example, the dermal irritation/corrosion test), there is already room for the application of in vitro methods which have not been formally validated. In January 1996, the OECD Workshop on Harmonisation of Validation and Acceptance Criteria for Alternative Toxicological Test Methods set the basis for internationally acceptable principles to be followed in the validation of in vitro test methods.

scholarly journals An Artificial Intelligence Characterised Functional Ingredient, Derived from Rice, Inhibits TNF-α and Significantly Improves Physical Strength in an Inflammaging Population

Foods ◽  
2020 ◽  
Vol 9 (9) ◽  
pp. 1147
Author(s):  
Kathy Kennedy ◽  
Brian Keogh ◽  
Cyril Lopez ◽  
Alessandro Adelfio ◽  
Brendan Molloy ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Functional Ingredient ◽  
Physical Strength ◽  
Active Peptides ◽  
Tnf Α ◽  
Liquid Chromatography Tandem Mass ◽  
Natural Peptide ◽  
Objectively Measured

Food-derived bioactive peptides offer great potential for the treatment and maintenance of various health conditions, including chronic inflammation. Using in vitro testing in human macrophages, a rice derived functional ingredient natural peptide network (NPN) significantly reduced Tumour Necrosis Factor (TNF)-α secretion in response to lipopolysaccharides (LPS). Using artificial intelligence (AI) to characterize rice NPNs lead to the identification of seven potentially active peptides, the presence of which was confirmed by liquid chromatography tandem mass spectrometry (LC-MS/MS). Characterization of this network revealed the constituent peptides displayed anti-inflammatory properties as predicted in vitro. The rice NPN was then tested in an elderly “inflammaging” population with a view to subjectively assess symptoms of digestive discomfort through a questionnaire. While the primary subjective endpoint was not achieved, analysis of objectively measured physiological and physical secondary readouts showed clear significant benefits on the ability to carry out physical challenges such as a chair stand test that correlated with a decrease in blood circulating TNF-α. Importantly, the changes observed were without additional exercise or specific dietary alterations. Further health benefits were reported such as significant improvement in glucose control, a decrease in serum LDL concentration, and an increase in HDL concentration; however, this was compliance dependent. Here we provide in vitro and human efficacy data for a safe immunomodulatory functional ingredient characterized by AI.

scholarly journals The Role of Nutraceuticals in Chemoprevention and Chemotherapy and Their Clinical Outcomes

2012 ◽  
Vol 2012 ◽  
pp. 1-23 ◽  
Author(s):  
Sabita N. Saldanha ◽  
Trygve O. Tollefsbol
Keyword(s):  
Precancerous Lesions ◽  
Cost Effective ◽  
Therapeutic Agents ◽  
Great Promise ◽  
Chemopreventive Agents ◽  
Anticancer Properties ◽  
Effective Manner ◽  
Therapeutic Properties

The genesis of cancer is often a slow process and the risk of developing cancer increases with age. Altering a diet that includes consumption of beneficial phytochemicals can influence the balance and availability of dietary chemopreventive agents. In chemopreventive approaches, foods containing chemicals that have anticancer properties can be supplemented in diets to prevent precancerous lesions from occurring. This necessitates further understanding of how phytochemicals can potently maintain healthy cells. Fortunately there is a plethora of plant-based phytochemicals although few of them are well studied in terms of their application as cancer chemopreventive and therapeutic agents. In this analysis we will examine phytochemicals that have strong chemopreventive and therapeutic propertiesin vitroas well as the design and modification of these bioactive compounds for preclinical and clinical applications. The increasing potential of combinational approaches using more than one bioactive dietary compound in chemoprevention or cancer therapy will also be evaluated. Many novel approaches to cancer prevention are on the horizon, several of which are showing great promise in saving lives in a cost-effective manner.

scholarly journals Assessment of the pharmaceutical equivalence and in vitro dissolution studies of amlodipine tablets marketed in Northern Nigeria

2021 ◽  
Vol 17 (2) ◽  
pp. 200-207
Author(s):  
Ponjul Dandam ◽  
Jennifer D. Audu-Peter
Keyword(s):  
Hardness Test ◽  
Cost Effective ◽  
Poor Quality ◽  
In Vitro Dissolution ◽  
Dissolution Profile ◽  
Disintegration Time ◽  
Pharmaceutical Equivalence ◽  
Drug Content ◽  
Effective Manner

The extensive supply of poor quality and/or counterfeit drug products in many developing countries has made it vital to frequently carry out suitable tests to assess bioequivalence (BE) in a cost-effective manner. This study was intended to assess the pharmaceutical equivalence and dissolution profile of amlodipine 5mg tablets marketed in Jos and Kaduna metropolis. Ten brands of Amlodipine 5mg tablets were obtained from different community pharmacies and evaluated for different quality control parameters such as percent drug content, friability, hardness, thickness, weight uniformity, disintegration time, and dissolution. The results showed that brands F and I failed the test for percent drug content while the rest of the brands passed it. In addition, all the brands passed the disintegrationand friability test while Brands C, F and I did not pass the hardness test. The dissolution profiles of all the brands were similar to the innovator brand at pH 6.8, whereas at pH 1.2, only four brands (B, E, H and I) had similar dissolution profile to the innovator. This study serves to justify for the assessment of in vitro parameters of commercially available amlodipine generics which may aid the prescribers’ decision making. Keywords: Amlodipine; Jos; Tablet properties, Dissolution profile

scholarly journals The Synergy between Organ-on-a-Chip and Artificial Intelligence for the Study of NAFLD: From Basic Science to Clinical Research

Biomedicines ◽  
2021 ◽  
Vol 9 (3) ◽  
pp. 248
Author(s):  
Francesco De Chiara ◽  
Ainhoa Ferret-Miñana ◽  
Javier Ramón-Azcón
Keyword(s):  
Artificial Intelligence ◽  
Multiorgan Failure ◽  
Adult Population ◽  
Scoring Systems ◽  
Cost Effective ◽  
Legal Regulation ◽  
Full Potential ◽  
Alcoholic Fatty Liver ◽  
Drug Candidates

Non-alcoholic fatty liver affects about 25% of global adult population. On the long-term, it is associated with extra-hepatic compliances, multiorgan failure, and death. Various invasive and non-invasive methods are employed for its diagnosis such as liver biopsies, CT scan, MRI, and numerous scoring systems. However, the lack of accuracy and reproducibility represents one of the biggest limitations of evaluating the effectiveness of drug candidates in clinical trials. Organ-on-chips (OOC) are emerging as a cost-effective tool to reproduce in vitro the main NAFLD’s pathogenic features for drug screening purposes. Those platforms have reached a high degree of complexity that generate an unprecedented amount of both structured and unstructured data that outpaced our capacity to analyze the results. The addition of artificial intelligence (AI) layer for data analysis and interpretation enables those platforms to reach their full potential. Furthermore, the use of them do not require any ethic and legal regulation. In this review, we discuss the synergy between OOC and AI as one of the most promising ways to unveil potential therapeutic targets as well as the complex mechanism(s) underlying NAFLD.

Assays for Phospholipid-Dependent Formation of Thrombin and Xa: A Potential Method for Quantifying Lupus Anticoagulant Activity

1991 ◽  
Vol 66 (04) ◽  
pp. 453-458 ◽  
Author(s):  
John T Brandt
Keyword(s):  
Specific Activity ◽  
Anticoagulant Activity ◽  
Factor Xa ◽  
Clinical Importance ◽  
Potential Method ◽  
Quantitative Expression ◽  
Increased Risk ◽  
Apparent Association

SummaryLupus anticoagulants (LAs) are antibodies which interfere with phospholipid-dependent procoagulant reactions. Their clinical importance is due to their apparent association with an increased risk of thrombo-embolic disease. To date there have been few assays for quantifying the specific activity of these antibodies in vitro and this has hampered attempts to purify and characterize these antibodies. Methods for determining phospholipid-dependent generation of thrombin and factor Xa are described. Isolated IgG fractions from 7 of 9 patients with LAs were found to reproducibly inhibit enzyme generation in these assay systems, permitting quantitative expression of inhibitor activity. Different patterns of inhibitory activity, based on the relative inhibition of thrombin and factor Xa generation, were found, further substantiating the known heterogeneity of these antibodies. These systems may prove helpful in further purification and characterization of LAs.

Thrombin Generation Measured Ex Vivo Following Microvasculor Injury Is Increased in SLE Patients with Antiphospholipid-protein Antibodies

1997 ◽  
Vol 78 (04) ◽  
pp. 1173-1177 ◽  
Author(s):  
Jacek Musiał ◽  
Jakub Swadźba ◽  
Miłosz Jankowski ◽  
Marek Grzywacz ◽  
Stanisława Bazan-Socha ◽  
...  
Keyword(s):  
Lupus Erythematosus ◽  
Thrombin Generation ◽  
Ex Vivo ◽  
Skin Incision ◽  
Anticardiolipin Antibodies ◽  
Small Blood Vessel ◽  
Anionic Phospholipids ◽  
Increased Risk ◽  
High Concentrations

SummaryAntiphospholipid-protein antibodies (APA) include lupus-type anticoagulant (LA) and antibodies recognizing complexes of anionic phospholipids (e.g. cardiolipin) and proteins (e.g. prothrombin and (β2-glycoprotein I). The presence of APA is associated with an increased risk of both arterial and venous thrombosis. However, the pathogenic mechanism leading to thrombosis in patients with APA remains unclear. We studied 32 patients with systemic lupus erythematosus (SLE) who were divided into two groups depending on the presence (n = 19) or absence (n = 13) of APA. Healthy volunteers (n = 12) matched by age and sex served as controls. In all subjects LA and IgG class anticardiolipin antibodies (ACA) were determined. Thrombin generation was monitored ex vivo measuring fibrinopeptide A (FPA) and prothrombin fragment F1 + 2 (F1 + 2) in blood emerging from a skin microvasculature injury, collected at 30 second intervals. In subjects with antiphospholipid antibodies mean FPA and F1 + 2 concentrations were signiF1cantly higher at most blood sampling times than in controls. In some SLE patients with APA the process of thrombin generation was clearly disturbed and very high concentrations of F1brinopeptide A were detected already in the F1rst samples collected. Two minutes after skin incision SLE patients without APA produced slightly more FPA, but not F1 + 2, as compared to healthy subjects. Mathematical model applied to analyze the thrombin generation kinetics revealed that APA patients generated signiF1cantly greater amounts of thrombin than healthy controls (p = 0.02 for either marker). In contrast, in the same patients generation of thrombin in recalciF1ed plasma in vitro was delayed pointing to the role of endothelium in the phenomenon studied. In summary, these data show for the F1rst time that in SLE patients with antiphospholipid-protein antibodies thrombin generation after small blood vessel injury is markedly increased. Enhanced thrombin generation might explain thrombotic tendency observed in these patients.

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