Review of QSAR models for enzyme classes of drug targets: Theoretical background and applications in parasites, hosts, and other organisms.

Abstract:

:The number of protein 3D structures without function annotation in Protein Data Bank (PDB) has been steadily increased. Many of these proteins are relevant for Pharmaceutical Design because they may be enzymes of different classes that could become drug targets. This fact has led in turn to an increment of demand for theoretical models to give a quick characterization of these proteins. In this work, we present a review and discussion of Alignment-Free Methods (AFMs) for fast prediction of the Enzyme Classification (EC) number from structural patterns. We referred to both methods based on linear techniques such as Linear Discriminant Analysis (LDA) and/or non-linear models like Artificial Neural Networks (ANN) or Support Vector Machine (SVM) in order to compare linear vs. non-linear classifiers. We also detected which of these models have been implemented as Web Servers free to the public and compiled a list of some of these web sites. For instance, we reviewed the servers implemented at portal Bio-AIMS (http://miaja.tic.udc.es/Bio-AIMS/EnzClassPred.php) and the server EzyPred (http://www.csbio.sjtu.edu.cn/bioinf/EzyPred/).

journal_name

Curr Pharm Des

authors

Concu R,Podda G,Ubeira FM,González-Díaz H

doi

10.2174/138161210792389207

subject

Has Abstract

pub_date

2010-01-01 00:00:00

pages

2710-23

issue

24

eissn

1381-6128

issn

1873-4286

pii

BSP/CPD/E-Pub/000164

journal_volume

16

pub_type

杂志文章,评审
  • Oral antidiabetic agents: anti-atherosclerotic properties beyond glucose lowering?

    abstract::Type 2 diabetes is associated with substantially increased cardiovascular mortality. The need to reduce the progression of atherosclerosis alongside lowering blood glucose levels is now well established. Ideally, pharmaceutical treatment should address both of these needs. This review summarises current evidence of th...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161209789057995

    authors: Papanas N,Maltezos E

    更新日期:2009-01-01 00:00:00

  • Medications not intended for treatment of dyslipidemias and with a variable effect on lipids.

    abstract::Many therapeutically active medications have significant side effects, some of which can compromise the intended therapeutic goal. The development of plasma lipid abnormalities or a dyslipidemia as the result of a medication intended for an unrelated effect has been reported. Human immunodeficiency virus (HIV) infecti...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612820666140620163023

    authors: Whayne TF,Mukherjee D

    更新日期:2014-01-01 00:00:00

  • Functionalized Bacterial Cellulose Microparticles for Drug Delivery in Biomedical Applications.

    abstract:BACKGROUND:Bacterial cellulose (BC) has recently attained greater interest in various research fields, including drug delivery for biomedical applications. BC has been studied in the field of drug delivery, such as tablet coating, controlled release systems and prodrug design. OBJECTIVE:In the current work, we tested ...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章

    doi:10.2174/1381612825666191011103851

    authors: Ullah H,Badshah M,Correia A,Wahid F,Santos HA,Khan T

    更新日期:2019-01-01 00:00:00

  • Positive Crossmatch Kidney Transplantation: State of the Art and Future Perspectives.

    abstract::The organ shortage for kidney transplantation remains a challenging issue worldwide. Incompatibility between donor-recipient pairs, commonly occurring among transplant candidates who were sensitized from prior antigen exposure, serves as a significant barrier to kidney transplantation. In efforts to overcome this obst...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612826666200521141749

    authors: Mustian MN,Locke JE

    更新日期:2020-01-01 00:00:00

  • 3D Printing in Pharmaceuticals: Regulatory Perspective.

    abstract:BACKGROUND:The last few decades have witnessed enormous advancements in the field of Pharmaceutical drug, design and delivery. One of the recent developments is the advent of 3DP technology. It has earlier been successfully employed in fields like aerospace, architecture, tissue engineering, biomedical research, medica...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612825666181130163027

    authors: Mirza MA,Iqbal Z

    更新日期:2018-01-01 00:00:00

  • Proteomic validation of protease drug targets: pharmacoproteomics of matrix metalloproteinase inhibitor drugs using isotope-coded affinity tag labelling and tandem mass spectrometry.

    abstract::We illustrate the use of quantitative proteomics, namely isotope-coded affinity tag labelling and tandem mass spectrometry, to assess the targets and effects of the blockade of matrix metalloproteinases by an inhibitor drug in a breast cancer cell culture system. Treatment of MT1-MMP-transfected MDA-MB-231 cells with ...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161207779313524

    authors: Butler GS,Overall CM

    更新日期:2007-01-01 00:00:00

  • The role of protonation states in ligand-receptor recognition and binding.

    abstract::In this review we discuss the role of protonation states in receptor-ligand interactions, providing experimental evidences and computational predictions that complex formation may involve titratable groups with unusual pKa's and that protonation states frequently change from unbound to bound states. These protonation ...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612811319230004

    authors: Petukh M,Stefl S,Alexov E

    更新日期:2013-01-01 00:00:00

  • Genomics can advance the potential for probiotic cultures to improve liver and overall health.

    abstract::The concept of probiotics has evolved immensely since it was first proposed a century ago. There are numerous potential health benefits attributed to certain probiotic bacteria, from preventing gastrointestinal (GI) infections to stimulating the immune system. Recent evidence is now quite compelling for a role of prob...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161208784480234

    authors: O'Sullivan DJ

    更新日期:2008-01-01 00:00:00

  • K+ channel blockers: novel tools to inhibit T cell activation leading to specific immunosuppression.

    abstract::During the last two decades since the identification and characterization of T cell potassium channels great advances have been made in the understanding of the role of these channels in T cell functions, especially in antigen-induced activation. Their limited tissue distribution and the recent discovery that differen...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161206777585120

    authors: Panyi G,Possani LD,Rodríguez de la Vega RC,Gáspár R,Varga Z

    更新日期:2006-01-01 00:00:00

  • Resting state abnormalities in psychosis compared to acute cannabinoids and opioids challenges: a systematic review of functional imaging studies.

    abstract::We conducted a systematic review on resting state cerebral blood flow activities found in first-episode psychosis (FEP) and during acute effects of cannabinoids and opioids, mental states that can be profoundly different from normal functioning. The main goal was to identify connections of cerebral blood flow measure ...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161212802884717

    authors: Denier N,Walter M,Bendfeldt K,Lang U,Borgwardt S

    更新日期:2012-01-01 00:00:00

  • Role of probiotics in the management of pouchitis.

    abstract::The concept that the gut microbiota plays a major role in the development of pouchitis in ulcerative colitis patients after restorative proctocolectomy with ileal pouch-anal anastomosis, is widely accepted and supported by a widespread use of some antibiotics (metronidazole and/or ciprofloxacin, rifaximin) to treat th...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章

    doi:10.2174/13816128113196660724

    authors: Guslandi M

    更新日期:2014-01-01 00:00:00

  • Immunological properties of donkey's milk: its potential use in the prevention of atherosclerosis.

    abstract::Donkey's milk is the best substitute of human milk for its content in lactose, proteins, minerals, and omega-3 fatty acids. Here, we have evaluated the effects of colostrum and milk from donkeys (Martina Franca breed) on the function of human peripheral blood mononuclear cells (PBMCs) at different intervals from lacta...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章

    doi:10.2174/138161207783018590

    authors: Tafaro A,Magrone T,Jirillo F,Martemucci G,D'Alessandro AG,Amati L,Jirillo E

    更新日期:2007-01-01 00:00:00

  • Phytoestrogen-Rich Dietary Supplements in Anti-Atherosclerotic Therapy in Postmenopausal Women.

    abstract::Cardiovascular diseases remain the leading cause of morbidity and mortality among postmenopausal women in western societies. There are still no specific and highly efficient methods of preservation of women's vascular health in modern preventive medicine. For many years physicians have assumed that hormone replacement...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612822666151112150520

    authors: Sobenin IA,Myasoedova VA,Orekhov AN

    更新日期:2016-01-01 00:00:00

  • Targeting IL-23 and Th17-cytokines in inflammatory bowel diseases.

    abstract::Over the last 15 years, the use of various biological therapies has largely improved the way we manage patients with Inflammatory Bowel Diseases (IBDs). Blockade of cytokine synthesis and/or activity is at the forefront of this new era with the success of inhibitors of tumor necrosis factor (TNF)-α. These therapies ar...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161210794079164

    authors: De Nitto D,Sarra M,Cupi ML,Pallone F,Monteleone G

    更新日期:2010-01-01 00:00:00

  • Transgenic mouse models of Alzheimer disease: developing a better model as a tool for therapeutic interventions.

    abstract::Alzheimer disease (AD) is the leading cause of dementia among elderly. Currently, no effective treatment is available for AD. Analysis of transgenic mouse models of AD has facilitated our understanding of disease mechanisms and provided valuable tools for evaluating potential therapeutic strategies. In this review, we...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161212799315786

    authors: Kitazawa M,Medeiros R,Laferla FM

    更新日期:2012-01-01 00:00:00

  • Potential novel anxiolytic drugs.

    abstract::Anxiety disorders are common and disabling conditions. Current drug treatment methods have limitations including resistance, delayed efficacy and side effects. The advent of sophisticated imaging techniques and the production of highly selective receptor ligands have increased our knowledge of the biological mechanism...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161208786848775

    authors: Christmas D,Hood S,Nutt D

    更新日期:2008-01-01 00:00:00

  • Pharmacological management of acutely agitated schizophrenic patients.

    abstract::Agitation is commonly seen in acute schizophrenic patients and core symptoms include a wide range of symptom. It requires rapid and effective treatment approaches in order to protect patient and caregiver from potential injury. Clinician's decision of pharmacological treatment should be individualized to the needs and...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612054367472

    authors: San L,Arranz B,Escobar R

    更新日期:2005-01-01 00:00:00

  • Neuroinflammation, oxidative stress and the pathogenesis of Alzheimer's disease.

    abstract::Alzheimer's disease (AD) is the most common neurodegenerative disorder that affects the elderly. The increase of life-expectancy is transforming AD into a major health-care problem. AD is characterized by a progressive impairment of memory and other cognitive skills leading to dementia. The major pathogenic factor ass...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161210793176572

    authors: Agostinho P,Cunha RA,Oliveira C

    更新日期:2010-01-01 00:00:00

  • Dietary Supplements: Foods, Medicines, or Both? A Controversial Designation with Unspecific Legislation.

    abstract:BACKGROUND:Dietary supplements have been widely used among the United States of America (USA) and the European Union (EU) population not only as a form of nutrition but also for medicinal purposes. Still, the legislation regulating these supplements remains unclear due to the fact that they can be considered as foodstu...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612823666170117122801

    authors: Pereira C,Barros L,Ferreira ICFR

    更新日期:2017-01-01 00:00:00

  • PTD/CPP peptide-mediated delivery of siRNAs.

    abstract::siRNA-induced RNA Interference (RNAi) responses have great potential to treat human disease; however, siRNAs are highly charged macromolecules with no ability to enter cells and require a delivery agent. Peptide Transduction Domains (PTDs), also called Cell Penetrating Peptides (CPPs), are delivery peptides with the p...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612811319160008

    authors: Presente A,Dowdy SF

    更新日期:2013-01-01 00:00:00

  • Pine Bark Phenolic Extracts, Current Uses, and Potential Food Applications: A Review.

    abstract:PURPOSE:To summarize the main findings from research on food uses of Pine Bark Phenolic Extracts (PBPE), their origin, methods of extraction, composition, health effects, and incorporation into food products. METHODS:A narrative review of all the relevant papers known to the authors was conducted. RESULTS:PBPE are ma...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612826666200212113903

    authors: Dridi W,Bordenave N

    更新日期:2020-01-01 00:00:00

  • Role of the peroxynitrite-poly (ADP-ribose) polymerase pathway in the pathogenesis of liver injury.

    abstract::Oxidative and nitrosative stress triggers DNA strand breakage, which then activates the nuclear enzyme poly(ADP-ribose) polymerase (PARP). One of the key triggers of DNA single strand breakage in pathophysiological conditions is peroxynitrite, a reactive species produced from the reaction of nitric oxide and superoxid...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161206777947579

    authors: Gero D,Szabó C

    更新日期:2006-01-01 00:00:00

  • Mast cells in allergic and inflammatory diseases.

    abstract::Mast cells are important in the development of allergic and anaphylactic reactions, but also in acquired and innate immunity. There is also increasing evidence that mast cells participate in inflammatory diseases, where they can be activated by non-allergic triggers, such as neuropeptides and cytokines, often having s...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161212800165997

    authors: Sismanopoulos N,Delivanis DA,Alysandratos KD,Angelidou A,Therianou A,Kalogeromitros D,Theoharides TC

    更新日期:2012-01-01 00:00:00

  • Essential Oils and Pure Volatile Compounds as Potential Drugs in Alzheimer's Disease Therapy: An Updated Review of the Literature.

    abstract:BACKGROUND:The use of aromatic plants to relief different illness is not a new therapy. Actually aromatic plants have been used for many centuries by different cultures around the world. Pharmacological studies provide scientific support to the traditional use of aromatic medicinal plants and aromatherapy; nevertheless...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612822666160607065917

    authors: Maggio A,Rosselli S,Bruno M

    更新日期:2016-01-01 00:00:00

  • Enhanced proinflammatory state and autoimmune activation: a breakthrough to understanding chronic diseases.

    abstract::Insight is provided herein into the novel mechanisms of cardiometabolic risk. Previous reports, including the epidemiological work of the Turkish Adult Risk Factor study, indicated that proinflammatory state and oxidative stress are crucial for evaluating cardiometabolic risk. Autoimmune pathways in the course of oxid...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161282004140213145551

    authors: Onat A,Can G

    更新日期:2014-01-01 00:00:00

  • Dietary Approaches and Supplements in the Prevention of Cognitive Decline and Alzheimer's Disease.

    abstract::Age-associated cognitive decline and dementia are conditions in which there is deterioration in memory, thinking, and behavior, with profound effects on the ability to perform everyday activities and well-being. Even if dementia mainly affects older persons, it is not a normal part of aging. Alzheimer's disease accoun...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章

    doi:10.2174/1381612822666151204000733

    authors: Dominguez LJ,Barbagallo M

    更新日期:2016-01-01 00:00:00

  • Edible Mushrooms: Novel Medicinal Agents to Combat Metabolic Syndrome and Associated Diseases.

    abstract::Metabolic syndrome is an aggregation of conditions and associated with an increased risk of developing diabetes, obesity and cardiovascular diseases (CVD). Edible mushrooms are widely consumed in many countries and are valuable components of the diet because of their attractive taste, aroma, and nutritional value. Med...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章

    doi:10.2174/1381612826666200831151316

    authors: Tung YT,Pan CH,Chien YW,Huang HY

    更新日期:2020-01-01 00:00:00

  • Polyphenols: Inflammation.

    abstract:BACKGROUND:Polyphenols widely distributed in plants, fruits and vegetables have received considerable attention on account of their physiological functions, including their antioxidant and anti-inflammatory properties. Some antioxidant components of cacao liquor prepared from fermented and roasted cacao beans, which is...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612823666171109104141

    authors: Natsume M

    更新日期:2018-01-01 00:00:00

  • The impact of diabetes mellitus on coronary artery disease: new therapeutic approaches.

    abstract::Patients with diabetes mellitus (DM) type 2 have a high prevalence of coronary artery disease (CAD), as diabetes is implicated in the formation of atherosclerotic plaque. Hyperglycemia, elevated free fatty acid, increased amount of circulating end-glucosylated serum products and insulin resistance are the main mechani...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/138161209788453185

    authors: Tousoulis D,Kampoli AM,Papageorgiou N,Papaoikonomou S,Antoniades C,Stefanadis C

    更新日期:2009-01-01 00:00:00

  • Bioprospecting of Nitrogenous Heterocyclic Scaffolds with Potential Action for Neglected Parasitosis: A Review.

    abstract::Neglected parasitic diseases are a group of infections currently considered as a worldwide concern. This fact can be attributed to the migration of these diseases to developed and developing countries, associated with therapeutic insufficiency resulted from the low investment in the research and development of new dru...

    journal_title:Current pharmaceutical design

    pub_type: 杂志文章,评审

    doi:10.2174/1381612826666200701160904

    authors: Albino SL,da Silva JM,de C Nobre MS,de M E Silva YMS,Santos MB,de Araújo RSA,do C A de Lima M,Schmitt M,de Moura RO

    更新日期:2020-01-01 00:00:00