Knowledge-based chemoinformatic approaches to drug discovery.

Abstract:

:The modern drug discovery process is steadily becoming more information driven. Structural, physicochemical and ADME-Tox property profiles of reference (successful) ligands, along with structural information of their target proteins, have been extremely useful for early-stage drug discovery. Recently, databases of known biologically active ligands (knowledge bases) have become more focused toward different protein-target classes. The number of new chemoinformatics tools used to analyze structures and properties of successful molecules has also increased enormously. Scientists in this area are exploring new physicochemical properties and appropriate drug sets to understand druglike properties. In this review, the various uses of the ligand knowledge bases in the drug discovery process have been critically reviewed.

journal_name

Drug Discov Today

journal_title

Drug discovery today

authors

Ghose AK,Herbertz T,Salvino JM,Mallamo JP

doi

10.1016/j.drudis.2006.10.012

subject

Has Abstract

pub_date

2006-12-01 00:00:00

pages

1107-14

issue

23-24

eissn

1359-6446

issn

1878-5832

pii

S1359-6446(06)00433-8

journal_volume

11

pub_type

杂志文章,评审
  • Thrombosis, platelets, microparticles and PAH: more than a clot.

    abstract::Pulmonary arterial hypertension (PAH) is a progressive disease that involves pathological remodeling, vasoconstriction and thrombosis. Alterations in hemostasis, coagulation and platelet activation are consistently observed in PAH patients. Microparticles derived from platelets, inflammatory cells and the endothelium ...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2014.04.001

    authors: Lannan KL,Phipps RP,White RJ

    更新日期:2014-08-01 00:00:00

  • Advances in the computational development of DNA methyltransferase inhibitors.

    abstract::DNA methylation is an epigenetic change that results in the addition of a methyl group at the carbon-5 position of cytosine residues. The process is mediated by DNA methyltransferases (DNMTs), a family of enzymes for which inhibition is a promising strategy for the treatment of cancer and other diseases. Here, we revi...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2011.02.003

    authors: Medina-Franco JL,Caulfield T

    更新日期:2011-05-01 00:00:00

  • The development of molecular clamps as drugs.

    abstract::Some enzymes catalyze the modification of an ensemble of substrates in vivo and, as a consequence, are not ideal targets for active-site-directed drugs. One solution to inhibiting such multisubstrate enzymes would be a drug that binds tightly to only one substrate, which prevents the binding of that substrate to the e...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2006.07.011

    authors: Weiss ST,McIntyre NR,McLaughlin ML,Merkler DJ

    更新日期:2006-09-01 00:00:00

  • Opportunities for novel therapeutic agents acting at chemokine receptors.

    abstract::Chemokines are proinflammatory mediators that primarily control leukocyte migration into selected tissues and upregulation of adhesion receptors. They also have a role in pathological conditions that require neovascularization and are implicated in the suppression of viral replication. By interaction with their respec...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/s1359-6446(98)01280-x

    authors: Saunders J,Tarby CM

    更新日期:1999-02-01 00:00:00

  • Pancreatic lipase inhibitors from natural sources: unexplored potential.

    abstract::The prevalence of obesity is increasing at an alarming rate, but, unfortunately, only a few medications are currently on the market. Obesity is primarily regarded as a disorder of lipid metabolism and the enzymes involved in this process could be selectively targeted to develop antiobesity drugs. Recently, newer appro...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2007.07.024

    authors: Birari RB,Bhutani KK

    更新日期:2007-10-01 00:00:00

  • Where is the hope for drug discovery? Let history tell the future.

    abstract::For drug discovery, historical experience is always of significance. Through examining the history of traditional medicines, we find that these medicines have more implications for drug discovery than just providing new chemical entities. The history of traditional medicines indicates that they depended more on the co...

    journal_title:Drug discovery today

    pub_type: 历史文章,杂志文章

    doi:10.1016/j.drudis.2008.07.002

    authors: Kong DX,Li XJ,Zhang HY

    更新日期:2009-02-01 00:00:00

  • Controlling 2-arachidonoylglycerol metabolism as an anti-inflammatory strategy.

    abstract::The endocannabinoid system is implicated in, and regulates, several physiological processes, ranging from food intake and energy balance to pain and inflammation. 2-Arachidonoylglycerol (2-AG) is a full agonist at the cannabinoid receptors which classically mediate its effects. The activity of this bioactive lipid is ...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2013.07.009

    authors: Alhouayek M,Masquelier J,Muccioli GG

    更新日期:2014-03-01 00:00:00

  • Delivery of epidrugs.

    abstract::Inhibitors of epigenetic targets have entered clinical trials with some success, in particular for combined therapies. Like many other chemotherapeutics these new classes of molecules have dose-limiting toxicities and highly active metabolism in vivo resulting in lower efficacy than expected. This review presents drug...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2014.03.017

    authors: el Bahhaj F,Dekker FJ,Martinet N,Bertrand P

    更新日期:2014-09-01 00:00:00

  • Src and podoplanin forge a path to destruction.

    abstract::Cancer and arthritis present an enormous challenge to society. They share pathogenic pathways that involve extracellular matrix degradation, tissue invasion, and inflammation. Most cancer and arthritis treatments affect normal cell function to cause significant adverse effects in patients. Specific pathways that promo...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2018.07.009

    authors: Krishnan H,Miller WT,Blanco FJ,Goldberg GS

    更新日期:2019-01-01 00:00:00

  • Top 100 bestselling drugs represent an arena struggling for new FDA approvals: drug age as an efficiency indicator.

    abstract::We analyzed a list of the top 100 bestselling drugs as a struggling market for new FDA approvals. Using the time from drug approval by the FDA as a measure of drug age, our analysis showed that the top 100 bestselling drugs are getting older. This reflects the stalled launch of new drugs into the market during recent ...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/j.drudis.2015.06.015

    authors: Polanski J,Bogocz J,Tkocz A

    更新日期:2015-11-01 00:00:00

  • Rational drug discovery: what can we learn from regulatory networks?

    abstract::To enable the list of genes and proteins contained within genomic databases to be useful for drug discovery, we need to understand how the genome maps into the phenome. An essential, but not explicitly listed ingredient of the genome is the regulatory interactions between genes and proteins that form a genome-wide net...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/s1359-6446(02)02463-7

    authors: Huang S

    更新日期:2002-10-15 00:00:00

  • Translational strategies for development of monoclonal antibodies from discovery to the clinic.

    abstract::Successful strategies for the development of monoclonal antibodies require integration of knowledge with respect to target antigen properties, antibody design criteria such as affinity, isotype selection, Fc domain engineering, PK/PD properties and antibody cross-reactivity across species from the early stages of anti...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2008.12.008

    authors: Tabrizi MA,Bornstein GG,Klakamp SL,Drake A,Knight R,Roskos L

    更新日期:2009-03-01 00:00:00

  • Sources of innovation for new medicines: questions of sustainability.

    abstract::The biopharmaceutical industry has undergone remarkable changes over the past half century, driven largely by a need to offset the ever-rising costs of developing new medicines. In this report, we aggregated information about the creation and fate of all clinical-stage biopharmaceutical companies, assessing trends ove...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2020.10.026

    authors: Kinch MS,Kraft Z,Schwartz T

    更新日期:2021-01-01 00:00:00

  • New pharmacological approaches to atrial fibrillation.

    abstract::Atrial fibrillation (AF) is the most common cardiac arrhythmia facing physicians, afflicting 13% of men and 11% of women over 85 years of age. Epidemiological studies estimate that there are ≥ 11 million AF sufferers in the seven major economies and that its prevalence will increase two- to threefold over the next 50 ...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2012.02.007

    authors: Milnes JT,Madge DJ,Ford JW

    更新日期:2012-07-01 00:00:00

  • Bioscience industry in metro Atlanta.

    abstract::One of the world's fastest growing cities, Atlanta is the business center of the Southeast U.S. and is rapidly becoming a leader for biotechnology innovation. ...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/S1359-6446(05)03374-X

    authors: Allen CR

    更新日期:2005-02-15 00:00:00

  • Advanced glycation end products in diabetes, cancer and phytochemical therapy.

    abstract::The irreversible glycation and oxidation of proteins and lipids produces advanced glycation end products (AGEs). These modified AGEs are triggered to bind the receptor for AGE (RAGE), thereby activating its downstream signaling pathways, such as nuclear factor (NF)-κB and phosphoinositide 3-kinase (PI3K)/Akt, ultimate...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2020.07.003

    authors: Dariya B,Nagaraju GP

    更新日期:2020-09-01 00:00:00

  • PLK1 as an oncology target: current status and future potential.

    abstract::The Polo-like kinases (PLKs) have been investigated as oncology targets for several years; however, only recently have potent inhibitors been described. Here, we report on progress in the clinical validation of the PLKs as antitumor drug targets as well as recent understanding gained regarding their synergistic roles ...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2011.05.002

    authors: McInnes C,Wyatt MD

    更新日期:2011-07-01 00:00:00

  • Applying genetics in inflammatory disease drug discovery.

    abstract::Recent groundbreaking work in genetics has identified thousands of small-effect genetic variants throughout the genome that are associated with almost all major diseases. These genome-wide association studies (GWAS) are often proposed as a source of future medical breakthroughs. However, with several notable exception...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/j.drudis.2015.05.012

    authors: Folkersen L,Biswas S,Frederiksen KS,Keller P,Fox B,Fleckner J

    更新日期:2015-10-01 00:00:00

  • Skin metabolism phase I and phase II enzymes in native and reconstructed human skin: a short review.

    abstract::Understanding skin metabolism is important when considering drug discovery and safety assessment. This review compares xenobiotic skin metabolism in ex vivo skin to reconstructed human skin and reconstructed human epidermis models, concentrating on phase I and phase II enzymes. Reports on phase I enzymes are more abun...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2019.06.002

    authors: Kazem S,Linssen EC,Gibbs S

    更新日期:2019-09-01 00:00:00

  • Discovery of cytokine mimics using cell-based systems.

    abstract::The successful cloning and subsequent clinical application of recombinant cytokines and/or growth factors has generated a number of important therapeutics. In contrast to the G-protein-coupled receptors, identification of small-molecule agonists of the cytokine and/or growth factor receptor family has proved difficult...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/s1359-6446(00)00062-3

    authors: Miller SG

    更新日期:2000-12-01 00:00:00

  • Enabled clinical use of an HIV-1 attachment inhibitor through drug delivery.

    abstract::The clinical advancement of HIV-1 attachment inhibitors was hindered initially by poor bioavailability. Attempts to identify improved candidates revealed that solubility and dissolution-rate-limited absorption are barriers to achieving adequate antiviral plasma levels. This was mitigated by forming nanosized drugs or ...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/j.drudis.2014.03.025

    authors: Timmins P,Brown J,Meanwell NA,Hanna GJ,Zhu L,Kadow JF

    更新日期:2014-09-01 00:00:00

  • Monitor: molecules and profiles.

    abstract::Monitor provides an insight into the latest developments in drug discovery through brief synopses of recent presentations and publications together with expert commentaries on the latest technologies. There are two sections: Molecules summarizes the chemistry and the pharmacological significance and biological relevan...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/s1359-6446(00)01566-x

    authors: Edwards P

    更新日期:2000-10-01 00:00:00

  • Covalent inhibitors in drug discovery: from accidental discoveries to avoided liabilities and designed therapies.

    abstract::Drugs that covalently bond to their biological targets have a long history in drug discovery. A look at drug approvals in recent years suggests that covalent drugs will continue to make impacts on human health for years to come. Although fraught with concerns about toxicity, the high potencies and prolonged effects ac...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2015.05.005

    authors: Bauer RA

    更新日期:2015-09-01 00:00:00

  • Clinical implications of leukocyte infiltration at the choroid plexus in (neuro)inflammatory disorders.

    abstract::The choroid plexus (CP) is a highly vascularized organ located in the brain ventricles and contains a single epithelial cell layer forming the blood-cerebrospinal fluid barrier (BCSFB). This barrier is crucial for immune surveillance in health and is an underestimated gate for entry of immune cells during numerous inf...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2015.05.003

    authors: Demeestere D,Libert C,Vandenbroucke RE

    更新日期:2015-08-01 00:00:00

  • Post-approval fate of pharmaceutical companies.

    abstract::For a fortunate subset of pharmaceutical companies, a regulatory approval is the culmination of massive investment in time, work and money. What happens next? Some companies proceed to build a pipeline and obtain additional approvals. Others do not. In this present report, post-approval fate is evaluated and it was fo...

    journal_title:Drug discovery today

    pub_type: 杂志文章

    doi:10.1016/j.drudis.2014.10.013

    authors: Kinch MS

    更新日期:2015-02-01 00:00:00

  • Model-based drug discovery: implementation and impact.

    abstract::Model-based drug discovery (MBDDx) aims to build and continuously improve the quantitative understanding of the relation between drug exposure (target engagement) efficacy and safety, to support target validation; to define compound property criteria for lead optimization and safety margins; to set the starting dose; ...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2013.05.012

    authors: Visser SA,Aurell M,Jones RD,Schuck VJ,Egnell AC,Peters SA,Brynne L,Yates JW,Jansson-Löfmark R,Tan B,Cooke M,Barry ST,Hughes A,Bredberg U

    更新日期:2013-08-01 00:00:00

  • Targeting Rabs as a novel therapeutic strategy for cancer therapy.

    abstract::Rab GTPases constitute the largest family of small GTPases. Rabs regulate not only membrane trafficking but also cell signaling, growth and survival, and development. Increasingly, Rabs and their effectors are shown to be overexpressed or subject to loss-of-function mutations in a variety of disease settings, includin...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2017.03.012

    authors: Qin X,Wang J,Wang X,Liu F,Jiang B,Zhang Y

    更新日期:2017-08-01 00:00:00

  • Genomics and transcriptomics in drug discovery.

    abstract::The popularization of genomic high-throughput technologies is causing a revolution in biomedical research and, particularly, is transforming the field of drug discovery. Systems biology offers a framework to understand the extensive human genetic heterogeneity revealed by genomic sequencing in the context of the netwo...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2013.06.003

    authors: Dopazo J

    更新日期:2014-02-01 00:00:00

  • Natural products in drug discovery.

    abstract::Natural products have been the single most productive source of leads for the development of drugs. Over a 100 new products are in clinical development, particularly as anti-cancer agents and anti-infectives. Application of molecular biological techniques is increasing the availability of novel compounds that can be c...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2008.07.004

    authors: Harvey AL

    更新日期:2008-10-01 00:00:00

  • Drug-target identification in Drosophila cells: combining high-throughout RNAi and small-molecule screens.

    abstract::RNA interference (RNAi) and small-molecule approaches are synergistic on multiple levels, from technology and high-throughput screen development to target identification and functional studies. Here, we describe the RNAi screening platform that we have established and made available to the community through the Drosop...

    journal_title:Drug discovery today

    pub_type: 杂志文章,评审

    doi:10.1016/j.drudis.2006.10.006

    authors: Perrimon N,Friedman A,Mathey-Prevot B,Eggert US

    更新日期:2007-01-01 00:00:00