1. Wetterstrand, K.A. DNA Sequencing Costs: Data from the NHGRI Genome Sequencing Program (GSP). 2023 [cited 2025; Available from: http://www.genome.gov/sequencingcostsdata.

2. Roser, M.R., Hannah; Mathieu, Edouard. Cost of sequencing a full human genome. 2023 [cited 2025 August 10]; Available from: https://archive.ourworldindata.org/20250718-083422/grapher/cost-of-sequencing-a-full-human-genome.html.

3. Rigden, D.J. and X.M. Fernandez, The 2025 Nucleic Acids Research database issue and the online molecular biology database collection. Nucleic Acids Res, 2025. 53(D1): p. D1-D9.

4. Krummenacher, R., et al., Scalable Genomic Context Analysis with GCsnap2 on HPC Clusters, in Proceedings of the Platform for Advanced Scientific Computing Conference. 2025. p. 1-12.

5. Mazein, I., et al., Graph databases in systems biology: a systematic review. Brief Bioinform, 2024. 25(6).

6. Feng, F., et al., GenomicKB: a knowledge graph for the human genome. Nucleic Acids Res, 2023. 51(D1): p. D950-D956.

7. William Andrew Simon, L.Y., Konstantina Koliogeorgi, Yann Falevoz, Yoshihiro Shibuya, Dominique Lavenier, Irem Boybat, Klea Zambaku, Berkan Şahin, Mohammad Sadrosadati, Onur Mutlu, Abu Sebastian, Rayan Chikhi, The BioPIM Consortium, Can Alkan*, Processing-in-memory for genomics workloads. arXiv preprint, 2025.

8. Liu, Y., et al., A data-intelligence-intensive bioinformatics copilot system for large-scale omics research and scientific insights. Brief Bioinform, 2025. 26(4).

9. Wang, C., et al., Deep Learning and Explainable AI: New Pathways to Genetic Insights. arXiv preprint, 2025.

10. Jha, N., et al., Gaia: An AI- enabled genomic context–aware platform

for protein sequence annotation. Science Advances, 2025. 11(24).

11. Martin, F.J., et al., Ensembl 2023. Nucleic Acids Res, 2023. 51(D1): p. D933-D941.

12. O'Leary, N.A., et al., Exploring and retrieving sequence and metadata for species across the tree of life with NCBI Datasets. Sci Data, 2024. 11(1): p. 732.

13. Sayers, E.W., et al., GenBank 2025 update. Nucleic Acids Res, 2025. 53(D1): p. D56-D61.

14. Clough, E., et al., NCBI GEO: archive for gene expression and epigenomics data sets: 23-year update. Nucleic Acids Res, 2024. 52(D1): p. D138-D144.

Explosion of Genomic Data and the Need for Intelligent AI Data Systems in Modern Genomics

Related Articles

How AI Is Replacing Daily Online Tasks in 2026 (Real Tools You Can Use Today)

Comments (0)

Confirm Action