Abstract：
:Benford's law states that the distribution of the first digit of many data sets is not uniform. The first digit of any random number will be 1 almost 30% of the time, and larger digits occur as the first digit with lower and lower frequency, to the point where 9 occurs as a first digit only 5% of the time. Here, we demonstrate that several data sets in the field of drug discovery follow Benford's distribution, whereas 'doctored' data do not. Our findings indicate the applicability of Benford's law in assessing data quality in the field of drug discovery. We also propose a useful index of evaluating data quality based on Benford's law.
journal_name
Drug Discov Todayjournal_title
Drug discovery todayauthors
Orita M,Moritomo A,Niimi T,Ohno Kdoi
10.1016/j.drudis.2010.03.003subject
Has Abstractpub_date
2010-05-01 00:00:00pages
328-31issue
9-10eissn
1359-6446issn
1878-5832pii
S1359-6446(10)00079-6journal_volume
15pub_type
杂志文章abstract：:Drug-induced rhabdomyolysis (DIR) is an idiosyncratic and fatal adverse drug reaction (ADR) characterized in severe muscle injuries accompanied by multiple-organ failure. Limited knowledge regarding the pathophysiology of rhabdomyolysis is the main obstacle to developing early biomarkers and prevention strategies. Giv...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2018.06.006
更新日期：2019-01-01 00:00:00
abstract：:The transition from slow, manual, low-throughput screening to industrialized robotic ultra-high throughput screening (uHTS) in the past few years has made it possible to screen hundreds of thousands of chemical entities against a biological target in a short time-frame. The need to minimize the cost of screening has b...
journal_title：Drug discovery today
pub_type： 杂志文章
doi：10.1016/s1359-6446(01)01807-4
更新日期：2001-06-01 00:00:00
abstract：:Protein expression therapy using nucleic acid macromolecules (NAMs) as a new paradigm in medicine has recently gained immense therapeutic potential. With the advancement of nonviral delivery it has been possible to target NAMs against cancer, immunodeficiency and infectious diseases. Owing to the complex and fragile s...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2015.11.012
更新日期：2016-03-01 00:00:00
abstract：:By the end of 2006, compared with 28% coverage for adults, only 15% of children with HIV that needed antiretroviral treatment were receiving it. Major challenges in delivering treatment include the lack of paediatric antiretrovirals that can be dosed in small children and limited studies examining safety and efficacy ...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2008.03.018
更新日期：2008-06-01 00:00:00
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
更新日期：2014-02-01 00:00:00
abstract：:Concerns emanating from the medical community about the safety and efficacy of biosimilars indicate an increasing distrust of the outcome of the drug regulatory process. To illustrate this, we analysed the creation of the European biosimilar regulatory framework, specifically focussing on the guidelines outlining appr...
journal_title：Drug discovery today
pub_type： 杂志文章
doi：10.1016/j.drudis.2011.09.018
更新日期：2012-02-01 00:00:00
abstract：:Gastrointestinal patch systems with integrated multifunctions could surmount the challenges associated with conventional drug delivery. Several gastrointestinal patch systems provide bioadhesion, drug protection and unidirectional release. This combination of function could improve the overall oral bioavailability of ...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/S1359-6446(05)03489-6
更新日期：2005-07-01 00:00:00
abstract：:Neurodegenerative diseases (NDs), including Alzheimer's disease (AD) and Parkinson's disease (PD), threaten the health of an ever-growing number of older people worldwide; so far, there are no effective cures. Significant efforts have been devoted to developing new drugs for NDs in recent years, and some small molecul...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2018.11.001
更新日期：2019-02-01 00:00:00
abstract：:Bispecific antibodies (bsAbs) combine specificities of two antibodies and simultaneously address different antigens or epitopes. BsAbs with 'two-target' functionality can interfere with multiple surface receptors or ligands associated, for example with cancer, proliferation or inflammatory processes. BsAbs can also pl...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2015.02.008
更新日期：2015-07-01 00:00:00
abstract：:Dysfunction of the endocannabinoid system (ECS) has been identified in metabolic disease. Cannabinoid receptor 1 (CB1) is abundantly expressed in the brain but also expressed in the periphery. Cannabinoid receptor 2 (CB2) is more abundant in the periphery, including the immune cells. In obesity, global antagonism of o...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2018.01.029
更新日期：2018-03-01 00:00:00
abstract：:Marketing authorization application dossiers of 17 orphan drugs (ODs) and 51 non-ODs evaluated by the European Medicines Agency (EMA) in the period 2009-2010 were compared. We aimed to identify whether any differences existed between ODs and non-ODs in number and type of deficits brought forward during the EMA review,...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2013.06.012
更新日期：2013-10-01 00:00:00
abstract：:Clinically useful drugs target a relatively small number of proteins that lie within a clearly defined and chemically accessible space. However, many high value biological targets lie outside this chemical space, and an ability to access such 'intractable' targets not amenable to traditional small molecule interventio...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2012.10.008
更新日期：2013-03-01 00:00:00
abstract：:Indacaterol/glycopyrronium (IND/GLY) 110/50mcg was the first once-daily, long-acting β2-agonist (LABA)/long-acting muscarinic antagonist (LAMA) fixed-dose combination (FDC) approved in Europe for the treatment of chronic obstructive pulmonary disease (COPD). Development of IND/GLY was driven by the need to improve the...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2017.10.015
更新日期：2018-01-01 00:00:00
abstract：:Gene expression microarrays have been used widely to address increasingly complex biological questions and to produce an unprecedented amount of data, but have yet to realize their full potential. The interpretation of microarray data remains a major challenge because of the complexity of the underlying biological net...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/S1359-6446(05)03565-8
更新日期：2005-09-01 00:00:00
abstract：:Identifying new indications for existing drugs creates new therapeutic options while bypassing much of the costs and time involved with bringing a new drug to market. The rediscovery of a generic drug, however, is a challenging pursuit because there is no formal regulatory approach and a lack of economic interest by p...
journal_title：Drug discovery today
pub_type： 杂志文章
doi：10.1016/j.drudis.2017.08.008
更新日期：2018-01-01 00:00:00
abstract：:Intravitreal injection is one of the major administration routes for the treatment of posterior ocular diseases. Intravitreal therapeutics usually suffer from unsatisfactory efficacy owing to fast clearance from the vitreous humour and insufficient distribution into the retina. Engineered nanoparticles have been appli...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2019.05.005
更新日期：2019-08-01 00:00:00
abstract：:As the field of ocular drug delivery grows so does the potential for novel drug discovery or reformulation in lesser-known diseases of the eye. In particular, rare corneal diseases are an interesting area of research because drug delivery is limited to the outermost tissue of the eye. This review will highlight the op...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2019.03.005
更新日期：2019-08-01 00:00:00
abstract：:High-information screening formats, using more physiologically relevant cellular models and readout approaches, are slowly replacing traditional, target-orientated approaches in drug discovery programs. With improved access to primary cells, as well as label-free, non-intrusive methods of compound interrogation (such ...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2010.02.010
更新日期：2010-05-01 00:00:00
abstract：:Regenerative medicine involves the study of cells, signaling cues and biomatrices to restore normal function of tissues and organs. To develop the matrices for use in tissue engineering there are three main groups of biomaterials: (i) naturally derived materials; (ii) synthetic polymers; and (iii) decellularized organ...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2018.03.013
更新日期：2018-08-01 00:00:00
abstract：:RNAs, particularly noncoding RNAs (ncRNAs), are becoming increasingly important therapeutic targets, because they are causative and antagonists of human disease. Indeed, aberrant RNA structural elements and expression deregulate biological processes. In this review, we describe methodologies to discover and optimize s...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2019.06.019
更新日期：2019-10-01 00:00:00
abstract：:Bacterial genomics has revealed a plethora of previously unknown targets of potential use in the discovery of novel antibacterial drugs. However, so far little has emerged from this approach. Peptide deformylase is an interesting target that was discovered more than 30 years ago, but was not exploited until recently. ...
journal_title：Drug discovery today
pub_type： 杂志文章
doi：10.1016/s1359-6446(01)01925-0
更新日期：2001-09-15 00:00:00
abstract：:Effective cancer treatment remains a significant challenge in human healthcare. Although many different types of cancer therapy have been tested, scientists have now concluded that combinations of drugs, or drugs plus gene therapy, can target multiple pathways to fight cancer. Nanovehicles can increase drug uptake ins...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2020.06.027
更新日期：2020-08-01 00:00:00
abstract：:The inhaled delivery of nanomedicines has attracted much attention in the treatment of lung diseases or systemic diseases. However, there is a lack of understanding about their fate upon lung delivery. Thus, the objective of this review is to summarize physicochemical properties affecting the fate of nanoparticles aft...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2019.09.023
更新日期：2020-01-01 00:00:00
abstract：:New therapies based on the use of biomolecules [e.g., proteins, peptides, and non-coding (nc)RNAs] have emerged during the past few years. Given their instability, adverse effects, and limited ability to cross cell membranes, delivery systems are required to fully reveal their biological potential. Sophisticated nanof...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2018.01.019
更新日期：2018-05-01 00:00:00
abstract：:Here, I provide an overview of the solid-state characteristics, phase transformations and chemical reactions of metoclopramide hydrochloride monohydrate (MCP HCl H2O). Three unique techniques, including thermoanalytical methods, one-step simultaneous differential scanning calorimetry (DSC) and Fourier transform infrar...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2014.10.001
更新日期：2015-02-01 00:00:00
abstract：:Amyotrophic lateral sclerosis (ALS) is one of the most complex motor neuron diseases. Even though scientific discoveries are accelerating with an unprecedented pace, to date more than 30 clinical trials have ended with failure and staggering frustration. There are too many compounds that increase life span in mice, bu...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2013.10.014
更新日期：2014-04-01 00:00:00
abstract：:The stratified medicine companion diagnostic (CDx) cut-off decision integrates scientific, clinical, ethical, and commercial considerations, and determines its value to developers, providers, payers, and patients. Competition already sharpens these issues in oncology, and might soon do the same for emerging stratified...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2015.10.017
更新日期：2015-12-01 00:00:00
abstract：:Pharmacological modulation of intracellular cyclic AMP (cAMP) signalling could provide new therapeutic and experimental tools. Although drugs interfering with this pathway have traditionally targeted membrane receptors, the effector enzyme adenylyl cyclase (AC), which functions as a signalling catalyst, also presents ...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2009.07.007
更新日期：2009-10-01 00:00:00
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)01551-8
更新日期：2000-09-01 00:00:00
abstract：:Drug delivery systems are undergoing technology changes to enhance patient comfort and compliance. Electronic drug delivery (E-drug delivery) systems are being developed to regulate drug dose delivery by easy monitoring of doses, especially in chronic and age-related diseases. E-drug delivery can monitor the correct d...
journal_title：Drug discovery today
pub_type： 杂志文章,评审
doi：10.1016/j.drudis.2019.02.005
更新日期：2019-04-01 00:00:00
