A curated binary pattern multitarget dataset of focused ATP-binding cassette transporter inhibitors

被引:24
作者
Stefan, Sven Marcel [1 ,2 ,3 ,4 ,5 ,6 ]
Jansson, Patric Jan [4 ]
Pahnke, Jens [1 ,2 ,5 ,6 ,7 ,8 ,9 ]
Namasivayam, Vigneshwaran [3 ,5 ,6 ]
机构
[1] Univ Oslo, Sect Neuropathol, Dept Pathol, Translat Neurodegenerat Res & Neuropathol Lab, Sognsvannsveien 20, N-0372 Oslo, Norway
[2] Oslo Univ Hosp, Oslo, Norway
[3] Univ Bonn, Inst Pharmaceut, Dept Pharmaceut & Cellbiol Chem, Immenburg 4, D-53121 Bonn, Germany
[4] Univ Sydney, Fac Med & Hlth, Sch Med Sci, Canc Drug Resistance & Stem Cell Program, Camperdown, NSW 2006, Australia
[5] Univ Lubeck, Pahnke Lab, LIED, Ratzeburger Allee 160, D-23538 Lubeck, Germany
[6] Univ Med Ctr Schleswig Holstein, Ratzeburger Allee 160, D-23538 Lubeck, Germany
[7] Univ Sydney, Bill Walsh Translat Canc Res Lab, Kolling Inst, Fac Med & Hlth, St Leonards, NSW 2065, Australia
[8] Univ Latvia, Fac Med, Dept Pharmacol, Jelgavasiela 4, LV-1004 Riga, Latvia
[9] Tel Aviv Univ, Georg S Wise Fac Life Sci, Dept Neurobiol, POB 39040, IL-6997801 Tel Aviv, Israel
关键词
TYROSINE KINASE INHIBITORS; HUMAN P-GLYCOPROTEIN; MULTIDRUG-RESISTANCE; BIOLOGICAL EVALUATION; DRUG DISCOVERY; DERIVATIVES BEARING; POTENT INHIBITOR; CANCER-CELLS; MRP4; ABCC4; IN-VITRO;
D O I
10.1038/s41597-022-01506-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multitarget datasets that correlate bioactivity landscapes of small-molecules toward different related or unrelated pharmacological targets are crucial for novel drug design and discovery. ATP-binding cassette (ABC) transporters are critical membrane-bound transport proteins that impact drug and metabolite distribution in human disease as well as disease diagnosis and therapy. Molecular-structural patterns are of the highest importance for the drug discovery process as demonstrated by the novel drug discovery tool 'computer-aided pattern analysis' ('C@PA'). Here, we report a multitarget dataset of 1,167 ABC transporter inhibitors analyzed for 604 molecular substructures in a statistical binary pattern distribution scheme. This binary pattern multitarget dataset (ABC_BPMDS) can be utilized for various areas. These areas include the intended design of (i) polypharmacological agents, (ii) highly potent and selective ABC transporter-targeting agents, but also (iii) agents that avoid clearance by the focused ABC transporters [e.g., at the blood-brain barrier (BBB)]. The information provided will not only facilitate novel drug prediction and discovery of ABC transporter-targeting agents, but also drug design in general in terms of pharmacokinetics and pharmacodynamics.
引用
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页数:14
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