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Related Concept Videos

Position-effect Variegation02:32

Position-effect Variegation

In 1928, a German botanist Emil Heitz observed the moss nuclei with a DNA binding dye. He observed that while some chromatin regions decondense and spread out in the interphase nucleus, others do not. He termed them euchromatin and heterochromatin, respectively. He proposed that the heterochromatin regions reflect a functionally inactive state of the genome. It was later confirmed that heterochromatin is transcriptionally repressed, and euchromatin is transcriptionally active chromatin.
DNA Microarrays02:34

DNA Microarrays

Microarrays are high-throughput and relatively inexpensive assays that can be automated to analyze large quantities of data at a time. They are used in genome-wide studies to compare gene or protein expression under two varied conditions, such as healthy and diseased states. Microarrays consist of glass or silica slides on which probe molecules are covalently attached through surface functionalization. Most commonly, the slides are prepared through the chemisorption of silanes to silica...
Maxam-Gilbert Sequencing01:05

Maxam-Gilbert Sequencing

In the same year as the discovery of the Sanger sequencing method, another group of scientists, Allan Maxam and Walter Gilbert, demonstrated their chemical-cleavage method for DNA sequencing. The Maxam-Gilbert method relies on using different chemicals that can cleave the DNA sequence at specific sites, the separation of resulting DNA fragments of variable size using electrophoresis, and deciphering the DNA sequence from the resulting gel bands.
Challenges of the Maxam-Gilbert Method
The...
DNA as a Genetic Template02:05

DNA as a Genetic Template

Two structural features of the DNA molecule provide a basis for the mechanisms of heredity: the four nucleotide bases and its double-stranded nature. The Watson-Crick model of double-helical DNA structure, proposed in 1952, drew heavily upon the X-ray crystallography work of researchers Rosalind Franklin and Maurice Wilkins. Watson, Crick, and Wilkins jointly received the Nobel Prize in Physiology or Medicine for their work in 1962. Franklin was, controversially, excluded from the prize for...

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Updated: May 8, 2026

Characterizing Exon Skipping Efficiency in DMD Patient Samples in Clinical Trials of Antisense Oligonucleotides
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DNA palette code for time-series archival data storage.

Zihui Yan1,2, Haoran Zhang1,2, Boyuan Lu1,2

  • 1Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China.

National Science Review
|January 6, 2025
PubMed
Summary
This summary is machine-generated.

Storing large cold data archives is challenging. A new DNA palette code offers stable, high-density storage for archival datasets, ensuring reliable data retrieval even with corrupted sequencing reads.

Keywords:
DNA data storageerror-correcting codesmedical imagingsynthetic biology

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Area of Science:

  • Biotechnology
  • Data Storage
  • Bioinformatics

Background:

  • Long-term preservation of large, infrequently accessed cold data presents significant storage challenges.
  • Deoxyribonucleic acid (DNA) offers a promising solution due to its exceptional stability and high storage density.
  • Key metrics for DNA data storage efficiency include information density and decoding sequence coverage.

Purpose of the Study:

  • To propose a novel coding scheme, the DNA palette code, optimized for cold data archival, particularly time-series datasets.
  • To enhance the reliability and efficiency of DNA data storage for retrospective research applications.
  • To demonstrate the effectiveness of the DNA palette code in achieving high net information density and low decoding sequence coverage.

Main Methods:

  • Developed a coding scheme employing unordered combinations of index-free oligonucleotides for binary information representation.
  • Conducted in vitro testing using clinical brain magnetic resonance imaging (MRI) data.
  • Performed simulation validations on large-scale public MRI, planetary science, and meteorological datasets.

Main Results:

  • The DNA palette code achieves high net information density and enables lossless decoding even with low sequencing coverage.
  • The scheme demonstrates robustness against corrupted sequencing reads, allowing partial information recovery and preventing complete data loss.
  • Validated applicability across diverse datasets including clinical MRI, planetary science, and meteorological data.

Conclusions:

  • The DNA palette code is a highly effective solution for the long-term, high-density storage of cold data.
  • It offers significant advantages in terms of information density, decoding efficiency, and data recovery reliability.
  • The scheme shows broad applicability for archival storage of various large-scale datasets.