A T2T Benchmark Reveals How Reference Choice Shapes Human Genome Interpretation
Huang, Z.; Chu, Y.; Tian, Y.; Shao, C.; Wang, J.; Zhang, X.; Chen, J.; Jia, Z.; Li, L.; Li, J.; Lin, G.; Zhang, K.; Antonarakis, S. E.; Kang, Y.; Huang, J.
Show abstract
The completion of telomere-to-telomere (T2T) human genomes has expanded the accessible landscape of human genetic variation, yet benchmark resources remain limited to conventional high-confidence regions defined by existing reference frameworks. Here, we generated a near-perfect diploid T2T genome (T2T-LIN) from a Chinese individual and established assembly-based truth sets by comparison with T2T-YAO, an ancestry-matched near-perfect T2T reference genome. The benchmark showed a heterozygous/homozygous SNV ratio of ~2, consistent with expectations under Hardy-Weinberg equilibrium, and enabled genome-wide evaluation of reference-dependent biases. We found that reference choice substantially influences genome interpretation: ancestry-matched linear T2T references provided the most faithful representation of individual genomic variation and enabled more accurate genome reconstruction than unmatched linear, diploid and graph-based references. Benchmarking previously inaccessible repetitive and structurally complex regions revealed substantial limitations of current variant callers that were masked by conventional metrics. The T2T-LIN and YAO-LIN benchmarks establish a T2T-era framework for evaluating reference-dependent genome interpretation and variant discovery across nearly the complete human genome.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A long-read human pangenome initiative for comprehensive interpretation of nuclear-embedded mitochondrial DNA 96%
- Population differences of chromosome 22q11.2 duplication structure predisposes differentially to microdeletion and inversion. 95%
- A comprehensive tandem repeat catalog of the human genome 95%
Similar papers in this journal
- Quartet DNA reference materials and datasets for comprehensively evaluating germline variants calling performance 94%
- Spatial Chromatin Architecture Alteration by Structural Variations in Human Genomes at Population Scale 94%
- Leveraging genetic variants for personalized and allele-specific sgRNA design 94%
Similar papers in this journal
Similar papers in this journal
- Fast and powerful statistical method for context-specific QTL mapping in multi-context genomic studies 96%
- Diversity of ribosomes at the level of rRNA variation associated with human health and disease 94%
- Streamlining Large-Scale Genomic Data Management: Insights from the UK Biobank Whole-Genome Sequencing Data 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.