Fast sequence to graph alignment based on graph folding

Sequence-to-graph alignment is a critical component of pan-genome-based read alignment and represents the most computationally intensive step in this process. To address this challenge, we have introduced a sequence-to-graph alignment algorithm based on graph folding, which minimizes the size of the graph structure and enhances alignment efficiency while identifying the optimal path. Experiments on both simulated and real datasets demonstrate that our algorithm significantly improves the speed of sequence-to-graph alignment. The source code is available at Github: https://github.com/zzzerd/fgpoa

Authors

Institutions

Publication Details

Published
2024-12-03
DOI
https://doi.org/10.1109/bibm62325.2024.10822090
Primary Topic
Algorithms and Data Compression
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fast sequence to graph alignment based on graph folding

Y.-M. Deng, Wei Quan, Zhuang Liu, Xiao Zhu et al.
Algorithms and Data Compression
article

Fast sequence to graph alignment based on graph folding

Y.-M. Deng, Wei Quan, Zhuang Liu, Xiao Zhu, Jeffrey Kang
article en

Abstract

Sequence-to-graph alignment is a critical component of pan-genome-based read alignment and represents the most computationally intensive step in this process. To address this challenge, we have introduced a sequence-to-graph alignment algorithm based on graph folding, which minimizes the size of the graph structure and enhances alignment efficiency while identifying the optimal path. Experiments on both simulated and real datasets demonstrate that our algorithm significantly improves the speed of sequence-to-graph alignment. The source code is available at Github: https://github.com/zzzerd/fgpoa

Yantai University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 77%
Algorithms and Data Compression
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.