Functional hot spots in human ATP-binding cassette transporter nucleotide binding domains

被引:14
作者
Kelly, Libusha [1 ,2 ,3 ]
Fukushima, Hisayo [2 ]
Karchin, Rachel [4 ,5 ]
Gow, Jason M. [2 ]
Chinn, Leslie W. [2 ]
Pieper, Ursula [2 ,3 ]
Segal, Mark R. [6 ]
Kroetz, Deanna L. [2 ]
Sali, Andrej [2 ,3 ]
机构
[1] Univ Calif San Francisco, Grad Grp Bioinformat, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Calif Inst Quantitat Biosci, San Francisco, CA 94143 USA
[4] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD USA
[5] Johns Hopkins Univ, Inst Computat Med, Baltimore, MD USA
[6] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
关键词
ABC transporters; genetic variation; structural modeling; multidrug resistance; MULTIDRUG ABC TRANSPORTER; PROTEIN-STRUCTURE MODELS; NON-SYNONYMOUS SNPS; MISSENSE MUTATIONS; P-GLYCOPROTEIN; DATABASE; PREDICTION; GENE; SUPERFAMILY; INFORMATION;
D O I
10.1002/pro.491
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The human ATP-binding cassette (ABC) transporter superfamily consists of 48 integral membrane proteins that couple the action of ATP binding and hydrolysis to the transport of diverse substrates across cellular membranes. Defects in 18 transporters have been implicated in human disease. In hundreds of cases, disease phenotypes and defects in function can be traced to nonsynonymous single nucleotide polymorphisms (nsSNPs). The functional impact of the majority of ABC transporter nsSNPs has yet to be experimentally characterized. Here, we combine experimental mutational studies with sequence and structural analysis to describe the impact of nsSNPs in human ABC transporters. First, the disease associations of 39 nsSNPs in 10 transporters were rationalized by identifying two conserved loops and a small a-helical region that may be involved in interdomain communication necessary for transport of substrates. Second, an approach to discriminate between disease-associated and neutral nsSNPs was developed and tailored to this superfamily. Finally, the functional impact of 40 unannotated nsSNPs in seven ABC transporters identified in 247 ethnically diverse individuals studied by the Pharmacogenetics of Membrane Transporters consortium was predicted. Three predictions were experimentally tested using human embryonic kidney epithelial (HEK) 293 cells stably transfected with the reference multidrug resistance transporter 4 and its variants to examine functional differences in transport of the antiviral drug, tenofovir. The experimental results confirmed two predictions. Our analysis provides a structural and evolutionary framework for rationalizing and predicting the functional effects of nsSNPs in this clinically important membrane transporter superfamily.
引用
收藏
页码:2110 / 2121
页数:12
相关论文
共 53 条
[1]   The human multidrug resistance protein 4 (MRP4, ABCC4):: Functional analysis of a highly polymorphic gene [J].
Abla, Nada ;
Chinn, Leslie W. ;
Nakamura, Tsutomu ;
Liu, Li ;
Huang, Conrad C. ;
Johns, Susan J. ;
Kawamoto, Michiko ;
Stryke, Doug ;
Taylor, Travis R. ;
Ferrin, Thomas E. ;
Giacomini, Kathleen M. ;
Kroetz, Deanna L. .
JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS, 2008, 325 (03) :859-868
[2]   Three sequencing companies join the 1000 Genomes Project [J].
不详 .
GASTROENTEROLOGY, 2008, 135 (02) :336-337
[3]   The universal protein resource (UniProt) [J].
Bairoch, A ;
Apweiler, R ;
Wu, CH ;
Barker, WC ;
Boeckmann, B ;
Ferro, S ;
Gasteiger, E ;
Huang, HZ ;
Lopez, R ;
Magrane, M ;
Martin, MJ ;
Natale, DA ;
O'Donovan, C ;
Redaschi, N ;
Yeh, LSL .
NUCLEIC ACIDS RESEARCH, 2005, 33 :D154-D159
[4]   Portrait of multifaceted transporter, the multidrug resistance-associated protein 1 (MRP1/ABCC1) [J].
Bakos, Eva ;
Homolya, Laszlo .
PFLUGERS ARCHIV-EUROPEAN JOURNAL OF PHYSIOLOGY, 2007, 453 (05) :621-641
[5]   Prediction of the phenotypic effects of non-synonymous single nucleotide polymorphisms using structural and evolutionary information [J].
Bao, L ;
Cui, Y .
BIOINFORMATICS, 2005, 21 (10) :2185-2190
[6]   Statistical geometry based prediction of nonsynonymous SNP functional effects using random forest and neuro-fuzzy classifiers [J].
Barenboim, Maxim ;
Masso, Majid ;
Vaisman, Iosif I. ;
Jamison, D. Curtis .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2008, 71 (04) :1930-1939
[7]   The Protein Data Bank [J].
Berman, HM ;
Battistuz, T ;
Bhat, TN ;
Bluhm, WF ;
Bourne, PE ;
Burkhardt, K ;
Iype, L ;
Jain, S ;
Fagan, P ;
Marvin, J ;
Padilla, D ;
Ravichandran, V ;
Schneider, B ;
Thanki, N ;
Weissig, H ;
Westbrook, JD ;
Zardecki, C .
ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY, 2002, 58 :899-907
[8]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[9]   Deleterious SNP prediction: be mindful of your training data! [J].
Care, Matthew A. ;
Needham, Chris J. ;
Bulpitt, Andrew J. ;
Westhead, David R. .
BIOINFORMATICS, 2007, 23 (06) :664-672
[10]   ABCB1 pharmacogenetics:: Progress, pitfalls, and promise [J].
Chinn, L. W. ;
Kroetz, D. L. .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2007, 81 (02) :265-269