Genotyping of pooled microsatellite markers by combinatorial optimization techniques

被引:5
作者
Lancia, G
Perlin, M [1 ]
机构
[1] Carnegie Mellon Univ, Sch Comp Sci, Pittsburgh, PA 15213 USA
[2] Univ Padua, Dipartimento Elettr & Informat, Padua, Italy
关键词
D O I
10.1016/S0166-218X(98)80006-1
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
An important everyday task for geneticists and molecular biologists is that of isolating and analyzing some particular DNA regions (markers), each drawn from a limited and known set of possible values (alleles). This procedure is called genotyping and is based on DNA amplification and size separation. In order to increase the throughput of genotyping, recently a new experiment has been proposed which tries to analyze many different markers of similar size at once. We study the mathematical problem corresponding to this model and give a branch-and-bound algorithm for its solution. We show that by using the techniques described in this paper, genotyping of pooled markers can be computed effectively, thus potentially achieving a considerable reduction in time and expense. 1998 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:291 / 314
页数:24
相关论文
共 28 条
[1]  
[Anonymous], 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
[2]   POSITIONAL CLONING - LETS NOT CALL IT REVERSE ANYMORE [J].
COLLINS, FS .
NATURE GENETICS, 1992, 1 (01) :3-6
[3]   A GENOME-WIDE SEARCH FOR HUMAN TYPE-1 DIABETES SUSCEPTIBILITY GENES [J].
DAVIES, JL ;
KAWAGUCHI, Y ;
BENNETT, ST ;
COPEMAN, JB ;
CORDELL, HJ ;
PRITCHARD, LE ;
REED, PW ;
GOUGH, SCL ;
JENKINS, SC ;
PALMER, SM ;
BALFOUR, KM ;
ROWE, BR ;
FARRALL, M ;
BARNETT, AH ;
BAIN, SC ;
TODD, JA .
NATURE, 1994, 371 (6493) :130-136
[4]   A comprehensive genetic map of the human genome based on 5,264 microsatellites [J].
Dib, C ;
Faure, S ;
Fizames, C ;
Samson, D ;
Drouot, N ;
Vignal, A ;
Millasseau, P ;
Marc, S ;
Hazan, J ;
Seboun, E ;
Lathrop, M ;
Gyapay, G ;
Morissette, J ;
Weissenbach, J .
NATURE, 1996, 380 (6570) :152-154
[5]  
Dreyfus S.E., 1977, The Art and Theory of Dynamic Programming
[6]   THE 1993-94 GENETHON HUMAN GENETIC-LINKAGE MAP [J].
GYAPAY, G ;
MORISSETTE, J ;
VIGNAL, A ;
DIB, C ;
FIZAMES, C ;
MILLASSEAU, P ;
MARC, S ;
BERNARDI, G ;
LATHROP, M ;
WEISSENBACH, J .
NATURE GENETICS, 1994, 7 (02) :246-339
[7]   An approach to high-throughput genotyping [J].
Hall, JM ;
LeDuc, CA ;
Watson, AR ;
Roter, AH .
GENOME RESEARCH, 1996, 6 (09) :781-790
[8]   A STUDY OF THE ORIGIN OF SHADOW BANDS SEEN WHEN TYPING DINUCLEOTIDE REPEAT POLYMORPHISMS BY THE PCR [J].
HAUGE, XY ;
LITT, M .
HUMAN MOLECULAR GENETICS, 1993, 2 (04) :411-415
[9]   POSITIVE IDENTIFICATION OF AN IMMIGRATION TEST-CASE USING HUMAN DNA FINGERPRINTS [J].
JEFFREYS, AJ ;
BROOKFIELD, JFY ;
SEMENOFF, R .
NATURE, 1985, 317 (6040) :818-819
[10]  
Karp R. M., 1993, Proceedings of the Twenty-Fifth Annual ACM Symposium on the Theory of Computing, P278, DOI 10.1145/167088.167170