Table 2.
Asm | Contig NG50 (Mb) |
Scaffold NG50 (Mb) |
Hamming error |
QV | #Errors (Chr X & Y) |
---|---|---|---|---|---|
| |||||
Downsampled (35× HiFi / 60× ONT-UL) | |||||
| |||||
Verkko | 12.90 | 0.13% | 52.18 | 10 | |
Verkko + trio | 80.77 | 102.55 | 0.13% | 52.40 | 10 |
Verkko + Hi-C | 58.24 | 82.42 | 0.16% | 52.48 | 10 |
LJA | 0.39 | 0.14% | 55.75 | 7 | |
Hifiasm (unitigs) | 0.35 | 0.23% | 61.05 | 2 | |
Hifiasm + trio | 64.50 | 0.06% | 60.86 | 26 | |
Hifiasm + Hi-C | 66.34 | 0.79% | 60.57 | 37 | |
| |||||
Full-coverage (>100× HiFi / 85× ONT-UL) | |||||
| |||||
Verkko | 17.35 | 0.05% | 54.91 | 5 | |
Verkko + trio | 134.00 | 135.80 | 0.05% | 55.77 | 5 |
Verkko + Hi-C | 68.32 | 85.97 | 0.05% | 55.57 | 5 |
HPRC curated | 72.70 | 146.75 | 0.13% | 61.35 | 26 |
We evaluated contig NG50 and phase accuracy for all assemblies using Merqury 58. With a goal of phased assemblies, pseudo-haplotype outputs from Flye and Hifiasm were not considered. We evaluated hamming error rate (the fraction of non-dominant allele variants in a unitig) and Phred QV 59 using Merqury. We measured errors versus the recently finished HG002 chromosomes X and Y 14 using QUAST. Results are shown for DeepConsensus HiFi; results from the original HiFi reads are in Supplementary Table 6. LJA and Hifiasm do not output scaffolds, so no scaffold NG50 values are reported. Verkko assemblies used 105× HiFi coverage (mean 17.5 kbp, Data availability) while the HPRC curated assembly used 130× HiFi coverage (mean 14.8 kbp) 11. The best result for each coverage level and category is highlighted in bold.