CMOSS: A Reliable, Motif-based Columnar Molecular Storage System

The surge in demand for cost-effective long-term archival media, coupled with density limitations of contemporary magnetic media, has resulted in synthetic DNA emerging as a promising new alternative. Despite its benefits, storing data in DNA poses several challenges as the technology used for reading/writing data on DNA are highly error prone. Thus, it is important to design pipelines that can efficiently use redundancy to mask errors without amplifying read/write cost. In this work, we present Columnar MOlecular Storage System (CMOSS), a novel, end-to-end DNA storage pipeline that can provide error-tolerant data storage at low read/write costs. CMOSS differs from state-of-the-art (SOTA) on three fronts (i) a motif-based, vertical layout in contrast to nucleotide-based horizontal layout, (ii) integrated consensus calling and decoding enabled by the vertical layout, and (iii) a flexible, block-based data organization for random access over DNA storage in contrast to object-based organization. Using an in-depth evaluation with several simulated and real wet lab experiments, we demonstrate the benefits of CMOSS design.

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Publication Details

Published
2024-09-16
DOI
https://doi.org/10.1145/3688351.3689162
Citations
5
Primary Topic
Advanced biosensing and bioanalysis techniques
Type
article
Field-Weighted Citation Impact
1.17
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article

CMOSS: A Reliable, Motif-based Columnar Molecular Storage System

Eugenio Marinelli, Raja Appuswamy, Pascal Barbry, Lorenzo Tattini et al.
5 citations
Advanced biosensing and bioanalysis techniques
1.17
article

CMOSS: A Reliable, Motif-based Columnar Molecular Storage System

Eugenio Marinelli, Raja Appuswamy, Pascal Barbry, Lorenzo Tattini, Virginie Magnone, Yiqing Yan
article en
5 citations

Abstract

The surge in demand for cost-effective long-term archival media, coupled with density limitations of contemporary magnetic media, has resulted in synthetic DNA emerging as a promising new alternative. Despite its benefits, storing data in DNA poses several challenges as the technology used for reading/writing data on DNA are highly error prone. Thus, it is important to design pipelines that can efficiently use redundancy to mask errors without amplifying read/write cost. In this work, we present Columnar MOlecular Storage System (CMOSS), a novel, end-to-end DNA storage pipeline that can provide error-tolerant data storage at low read/write costs. CMOSS differs from state-of-the-art (SOTA) on three fronts (i) a motif-based, vertical layout in contrast to nucleotide-based horizontal layout, (ii) integrated consensus calling and decoding enabled by the vertical layout, and (iii) a flexible, block-based data organization for random access over DNA storage in contrast to object-based organization. Using an in-depth evaluation with several simulated and real wet lab experiments, we demonstrate the benefits of CMOSS design.

EURECOM (FR)
Affordable and clean energy
Openalex Percentile: Top 22%
Advanced biosensing and bioanalysis techniques
1.17
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CMOSS: A Reliable, Motif-based Columnar Molecular Storage System — Eugenio Marinelli, Raja Appuswamy, et al. · (2024) | TGRS Research Map | TGRS