Abstract:
:Blood Brain Barrier (BBB) is the collection of vessels of blood with special properties of permeability that allow a limited range of drug and compounds to pass through it. The BBB plays a vital role in maintaining balance between intracellular and extracellular environment for brain. Brain Capillary Endothelial Cells (BECs) act as vehicle for transport and the transport mechanisms across BBB involve active and passive diffusion of compounds. Efficient prediction models of BBB permeability can be vital at the preliminary stages of drug development. There have been persistent efforts in identifying the prediction of BBB permeability of compounds employing multiple machine learning methods in an attempt to minimize the attrition rate of drug candidates taking up preclinical and clinical trials. However, there is an urgent need to review the progress of such machine learning derived prediction models in the prediction of BBB permeability. In the current article, we have analyzed the recently developed prediction model for BBB permeability using machine learning.
journal_name
Curr Pharm Biotechnoljournal_title
Current pharmaceutical biotechnologyauthors
Saxena D,Sharma A,Siddiqui MH,Kumar Rdoi
10.2174/1389201020666190821145346subject
Has Abstractpub_date
2019-01-01 00:00:00pages
1163-1171issue
14eissn
1389-2010issn
1873-4316pii
CPB-EPUB-100382journal_volume
20pub_type
杂志文章,评审abstract:BACKGROUND:Vancomycin is used mostly to overcome infections caused by methicillinresistant microorganisms. There are no well-established administration protocols for neonates and infants, so the leak of a specific administration regime in that population may lead to serum concentrations beyond the specified range. OBJ...
journal_title:Current pharmaceutical biotechnology
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doi:10.2174/1389201020666190319161511
更新日期:2019-01-01 00:00:00
abstract::Using gene knockout mice of particular genes is one of the most effective methods in conducting successful study on the mode of action of target gene products in targeted organs. So called the knockout technology is now a powerful tool that can lead us to find clear understanding on difficult questions such as the eff...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/138920109787314999
更新日期:2009-02-01 00:00:00
abstract::Staphylococcus aureus is a leading causative agent in sepsis, endocarditis, and pneumonia. An emerging concept is that prognosis worsens when the infecting S. aureus strain has the capacity to not only colonize tissue as an extracellular pathogen, but to invade host cells and establish intracellular bacterial populati...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201015666140909124310
更新日期:2014-01-01 00:00:00
abstract::Medical applications of ultrasound were first investigated about seventy years ago. It has rapidly evolved since then, becoming an essential tool in medical imaging. Ultrasound ability to provide real time images with frame rates exceeding several hundred frames per second allows one to view rapid anatomical changes a...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920112802502033
更新日期:2012-09-01 00:00:00
abstract::Natural compounds represent a significant source for the development of novel medicines. Finding the target proteins for a natural compound is the most important step towards understanding its molecular mechanism for therapeutic usage. In fact, the search for target proteins could be considered the first step of the d...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920112800958940
更新日期:2012-07-01 00:00:00
abstract::Silkworm pupae protein is a good source of high quality protein. The hydrolyzates of silkworm pupae protein catalyzed by neutrase, pepsin, acidic protease (Asperqiius usamii NO. 537), flavourzyme, alcalase, and trypsin with inhibitory activity on angiotensin I-converting enzyme (ACE) were identified by HPLC. The hydro...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/138920108785161578
更新日期:2008-08-01 00:00:00
abstract:BACKGROUND & OBJECTIVE:Pseudomonas aeruginosa shows resistance to a large number of antibiotics, including carbapenems and third generation cephalosporin. According to the World Health Organization global report published in February 2017, Pseudomonas aeruginosa is on the priority list among resistant bacteria, for whi...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201020666190719123133
更新日期:2019-01-01 00:00:00
abstract::This paper reviews the current state-of-the-art development of single-molecule detection (SMD)-based methods for ultrasensitive and specific analysis of genomic sequences. We first discuss several newly devised single fluorescent probe strategies that allow separation-free detection of low-abundance DNA sequences, suc...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920105775159304
更新日期:2005-12-01 00:00:00
abstract:BACKGROUND:The re-emerging of targeting Dihydroorotate Dehydrogenase (DHODH) in cancer treatment particularly Acute Myelogenous Leukemia (AML) has corroborated the substantial role of DHODH in cancer and received the attention of many pharmaceutical industries. OBJECTIVE:The effects of Brequinar Sodium (BQR) and 4SC-1...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201021666200611113734
更新日期:2020-01-01 00:00:00
abstract::Elaborate repair pathways counteract the deleterious effects of DNA damage by mechanisms that are understood in reasonable detail. In contrast, repair of damaged RNA has not been widely explored. This may be because aberrant RNAs are generally assumed to be degraded rather than repaired. The reason for this view is we...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920107783018363
更新日期:2007-12-01 00:00:00
abstract::Coagulase-negative staphylococci (CoNS) are part of the microbiota of human skin and rarely linked with soft tissue infections. In recent years, CoNS species considered as one of the major nosocomial pathogens and can cause several infections such as catheter-acquired sepsis, skin infection, urinary tract infection, e...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201021666200423110359
更新日期:2020-01-01 00:00:00
abstract::Gene targeting can be loosely defined as a process through which a specific chromosomal sequence is recognized and bound by a reagent designed for the purpose. The endpoint may be modulation of events at the target, such as transcription, or a permanent change in sequence at the site. A facile strategy for mammalian c...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201043376625
更新日期:2004-10-01 00:00:00
abstract::The innate immune system protects against infectious microbes by the recognition of pathogen- associated molecular patterns, which serve to detect pathogens on the host cell surface or in endosomes by pattern recognition receptors such as Toll-like receptors, nucleotide-binding oligomerization domain-containing protei...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920112804583087
更新日期:2018-01-01 00:00:00
abstract:BACKGROUND:Connexin (Cx) proteins are the building blocks of gap junctions. Among these, Cx37 and Cx40 are expressed on vascular system and reported to have cardioprotective role. Linking polymorphisms in genes coding for Cx and coronary artery disease (CAD) risk showed conflicting results in different populations. Non...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201018666171002125432
更新日期:2017-11-10 00:00:00
abstract::Objective: CME-1 is a polysaccharide purified from the mycelia of medicinal mushroom Cordyceps sinensis, its molecular weight was determined to be 27.6 kDa by using nuclear magnetic resonance and gas chromatography-mass spectrometry. The initiation of arterial thromboses is relevant to various cardiovascular diseases ...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:
更新日期:2015-03-03 00:00:00
abstract::Proliposomes are phospholipid based drug delivery systems that are finding important applications in the field of pharmaceutics. Proliposomes have been extensively studied as a potential carrier for oral delivery of drugs with poor bioavailability, but the mechanism of absorption and cellular uptake pathways has not y...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201016666150118134256
更新日期:2015-01-01 00:00:00
abstract::Xylitol is an important polyalcohol suitable for use in odontological, medical and pharmaceutical products and as an additive in food. The first studies on the efficacy of xylitol in the control and treatment of infections started in the late 1970s and it is still applied for this purpose, with safety and very little ...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201015666141202104347
更新日期:2015-01-01 00:00:00
abstract:BACKGROUND:Carbon nanotubes (CNTs) have been considered highly successful and proficient in terms of their mechanical, thermal and electrical functionalization and biocompatibility. In regards to their significant extent in bone regeneration, it has been determined that CNTs hold the capability to endure clinical appli...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201018666170127105555
更新日期:2017-01-01 00:00:00
abstract::Polyphenols are a widely distributed group of natural products found in fruits, vegetables, nuts, seeds, stems and flowers. Such compounds, especially dietary flavonoids and tannins, have been shown to exert antioxidant, antiinflammatory, anti-cancer and antibacterial effects and may have beneficial effects on human h...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920101504140825121142
更新日期:2014-01-01 00:00:00
abstract:AIMS:Candida species is the common cause of opportunistic fungal infections all over the world with increased mortality and morbidity especially in immunosuppressed patients. Fluconazole is the first line therapy for candidiasis. The antifungal resistance pattern in high-risk patients is a major concern. The present st...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201019666180515104800
更新日期:2018-01-01 00:00:00
abstract::In order to valorize novel biotechnology innovations, there is a need to evaluate ex-ante their market potential. A case in point is biofortification, i.e. the enhancement of the micronutrient content of staple crops through conventional or genetic breeding techniques. In a recent article in Nature Biotechnology, for ...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/138920112804724873
更新日期:2012-12-01 00:00:00
abstract::In many signaling pathways, various factors have been isolated by molecular genetic studies and wholegenome analysis. Understanding the interactions among these factors is crucial to understanding the signaling process as a whole. Recent studies on auxin signaling in the regulation of plant growth and development have...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920101314151120122745
更新日期:2012-11-01 00:00:00
abstract:BACKGROUND:Herein, we report the biosynthesis procedure to prepare silver nanoparticles as reduction and capping agents with the aqueous plant extract of Perovskia abrotanoides. METHODS:The therapeutic application of silver nanoparticles entirely depends on the size and shape of the nanoparticles therefore, their cont...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201020666190618121218
更新日期:2020-01-01 00:00:00
abstract::Most cancer patients will experience moderate to severe pain and/or neuropathy during the course of their disease. Recent improvements in the primary treatment of cancer have increased the life span of cancer patients, but not necessarily their quality of life (QoL). The pain and suffering cancer patients experience m...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920111798357267
更新日期:2011-10-01 00:00:00
abstract::3,4-Methylenedioxymethamphetamine (MDMA or ecstasy) is a worldwide illegally used amphetamine-derived designer drug known to be hepatotoxic to humans. Jaundice, hepatomegaly, centrilobular necrosis, hepatitis and fibrosis represent some of the adverse effects caused by MDMA in the liver. Although there is irrefutable ...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920110791591535
更新日期:2010-08-01 00:00:00
abstract::Carbon monoxide (CO) has long been considered a purely toxic by-product of incomplete combustion processes. Acute exposure to high concentrations of CO is one of the leading causes of fatal poisoning in industrial countries. However, after two decades of intensive research, there is ample evidence that CO endogenously...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/138920112800399103
更新日期:2012-05-01 00:00:00
abstract::Malignant glioma is a primary tumor of the central nervous system, representing a major cause of mortality in a young, productive subset of population. The management of this neoplasm requires aggressive treatments, including radiotherapy. Accurate imaging plays a central role in treatment planning process with curati...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201015666140408122318
更新日期:2014-01-01 00:00:00
abstract::This mini-review describes how single-molecule sensitive fluorescence resonance energy transfer (FRET) and photoinduced electron transfer (PET) reactions can be successfully applied to monitor conformational dynamics in biopolymers. Single-pair FRET experiments are ideally suited to study conformational dynamics occur...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:10.2174/1389201043376896
更新日期:2004-06-01 00:00:00
abstract:BACKGROUND:The present limitations related to the ocular administration of antifungal drugs for the treatment of fungal keratitis include poor ocular bioavailability, limited retention time, and low ocular tissues penetration. METHODS:This study aimed to prepare a novel ophthalmic voriconazole-loaded nanosuspension ba...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章
doi:10.2174/1389201021999200820154918
更新日期:2020-08-20 00:00:00
abstract::The interaction between reactive oxygen species (ROS) and inflammation plays an important role in the pathogenesis of endothelial dysfunction and cardiovascular disease, cancer and other diseases. Thus, antioxidant strategies may be important in immune regulation and in limiting inflammation. Surprisingly, large clini...
journal_title:Current pharmaceutical biotechnology
pub_type: 杂志文章,评审
doi:
更新日期:2012-10-01 00:00:00