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一种基于图论的算法,用于DNA物理图谱中重叠群的组装。

An algorithm based on graph theory for the assembly of contigs in physical mapping of DNA.

作者信息

Zhang P, Schon E A, Fischer S G, Cayanis E, Weiss J, Kistler S, Bourne P E

机构信息

Department of Genetics, Columbia University College of Physicians and Surgeons, New York, NY 10032.

出版信息

Comput Appl Biosci. 1994 Jun;10(3):309-17. doi: 10.1093/bioinformatics/10.3.309.

Abstract

An algorithm is described for mapping DNA contigs based on an interval graph (IG) representation. In general terms, the input to the algorithm is a set of binary overlapping relations among finite intervals spread along a real line, from which the algorithm generates sets of ordered overlapping fragments spanning that line. The implications of a more general case of the IG, called a probe interval graph (PIG), in which only a subset of cosmids are used as probes, are also discussed. In the specific case of cosmids hybridizing to regions of a YAC, the algorithm takes cross-hybridization information using the cosmids as probes, and orders them along the YAC; if gaps exist due to insufficient coverage of cosmid contigs along the length of the YAC, repetitive use of the algorithm generates sets of ordered overlapping fragments. Both the IG and the PIG can expose problems caused by false overlaps, such as hybridizations due to repetitive elements. The algorithm, has been coded in C; CPU time is essentially linear with respect to the number of cosmids analyzed. Results are presented for the application of a PIG to cosmid contig assembly along a human chromosome 13-specific YAC. An alignment of 67 cosmids spanning a YAC took 0.28 seconds of CPU time on a Convex 220 computer.

摘要

本文描述了一种基于区间图(IG)表示法来绘制DNA重叠群图谱的算法。一般而言,该算法的输入是沿一条实线分布的有限区间之间的一组二元重叠关系,算法据此生成跨越该实线的有序重叠片段集。文中还讨论了区间图更一般的情况,即探测区间图(PIG)的含义,其中仅使用一部分黏粒作为探针。在黏粒与酵母人工染色体(YAC)区域杂交的特定情况下,该算法利用黏粒作为探针获取交叉杂交信息,并沿YAC对它们进行排序;如果由于沿YAC长度方向黏粒重叠群覆盖不足而存在间隙,则重复使用该算法可生成有序重叠片段集。区间图和探测区间图都可能暴露出由错误重叠导致的问题,例如由于重复元件引起的杂交。该算法已用C语言编码;CPU时间与所分析的黏粒数量基本呈线性关系。文中展示了将探测区间图应用于沿人类13号染色体特异性酵母人工染色体进行黏粒重叠群组装的结果。在一台Convex 220计算机上,对跨越一个酵母人工染色体的67个黏粒进行比对耗时0.28秒CPU时间。

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