TY - GEN
T1 - Achieving DNA Labeling Capacity with Minimum Labels through Extremal de Bruijn Subgraphs
AU - Hofmeister, Christoph
AU - Gruica, Anina
AU - Hanania, Dganit
AU - Bitar, Rawad
AU - Yaakobi, Eitan
N1 - Publisher Copyright: © 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - DNA labeling is a tool in molecular biology and biotechnology to visualize, detect, and study DNA at the molec-ular level. In this process, a DNA molecule is labeled by a set of specific patterns, referred to as labels, and is then imaged. The resulting image is modeled as an (ℓ+1)-ary sequence, where ℓ is the number of labels, in which any nonzero symbol indicates the appearance of the corresponding label in the DNA molecule. The labeling capacity refers to the maximum information rate that can be achieved by the labeling process for any given set of labels. The main goal of this paper is to study the minimum number of labels of the same length required to achieve the maximum labeling capacity of 2 for DNA sequences or log2q for an arbitrary alphabet of size q. The solution to this problem requires the study of path unique subgraphs of the de Bruijn graph with the largest number of edges. We provide upper and lower bounds on this value.
AB - DNA labeling is a tool in molecular biology and biotechnology to visualize, detect, and study DNA at the molec-ular level. In this process, a DNA molecule is labeled by a set of specific patterns, referred to as labels, and is then imaged. The resulting image is modeled as an (ℓ+1)-ary sequence, where ℓ is the number of labels, in which any nonzero symbol indicates the appearance of the corresponding label in the DNA molecule. The labeling capacity refers to the maximum information rate that can be achieved by the labeling process for any given set of labels. The main goal of this paper is to study the minimum number of labels of the same length required to achieve the maximum labeling capacity of 2 for DNA sequences or log2q for an arbitrary alphabet of size q. The solution to this problem requires the study of path unique subgraphs of the de Bruijn graph with the largest number of edges. We provide upper and lower bounds on this value.
UR - http://www.scopus.com/inward/record.url?scp=85202899298&partnerID=8YFLogxK
U2 - 10.1109/ISIT57864.2024.10619168
DO - 10.1109/ISIT57864.2024.10619168
M3 - منشور من مؤتمر
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 452
EP - 457
BT - 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings
T2 - 2024 IEEE International Symposium on Information Theory, ISIT 2024
Y2 - 7 July 2024 through 12 July 2024
ER -