Karen Miga

Dr. Karen Miga


Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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31 March 2022 in Science
Verified
Journal Article
Open access
SNSergey Nurk
Sergey Nurk
SKSergey Koren
Sergey Koren
ARArang Rhie
Arang Rhie
MRMikko Rautiainen
Mikko Rautiainen
ABAndrey V. Bzikadze
Andrey V. Bzikadze
APAdam M. Phillippy
Adam M. Phillippy
Since its initial release in 2000, the human reference genome has covered only the euchromatic fraction of the genome, leaving important heterochromatic regions unfinished. Addressing the remaining 8% of the genome, the Telomere-to-Telomere (T2T) Consortium presents a complete 3.055 billion–base pair sequence of a human genome, T2T-CHM13, that includes gapless assemblies for all chromosomes except Y, corrects errors in the prior references, and introduces nearly 200 million base pairs of sequence containing 1956 gene predictions, 99 of which are predicted to be protein coding. The completed regions include all centromeric satellite arrays, recent segmental duplications, and the short arms of all five acrocentric chromosomes, unlocking these complex regions of the genome to variational and functional studies.

10 May 2023 in Nature
Verified
Journal Article
Open access
PDF file
WLWen-Wei Liao
Wen-Wei Liao
MAMobin Asri
Mobin Asri
JEJana Ebler
Jana Ebler
DDDaniel Doerr
Daniel Doerr
MHMarina Haukness
Marina Haukness
BPBenedict Paten
Benedict Paten
Here the Human Pangenome Reference Consortium presents a first draft of the human pangenome reference. The pangenome contains 47 phased, diploid assemblies from a cohort of genetically diverse individuals1. These assemblies cover more than 99% of the expected sequence in each genome and are more than 99% accurate at the structural and base pair levels. Based on alignments of the assemblies, we generate a draft pangenome that captures known variants and haplotypes and reveals new alleles at structurally complex loci. We also add 119 million base pairs of euchromatic polymorphic sequences and 1,115 gene duplications relative to the existing reference GRCh38. Roughly 90 million of the additional base pairs are derived from structural variation. Using our draft pangenome to analyse short-read data reduced small variant discovery errors by 34% and increased the number of structural variants detected per haplotype by 104% compared with GRCh38-based workflows, which enabled the typing of the vast majority of structural variant alleles per sample.

14 August 2020 in Genome Research
Verified
Journal Article
Open access
PDF file
SNSergey Nurk
Sergey Nurk
BWBrian P. Walenz
Brian P. Walenz
ARArang Rhie
Arang Rhie
MVMitchell R. Vollger
Mitchell R. Vollger
GLGlennis Amelia Logsdon
Glennis Amelia Logsdon
SKSergey Koren
Sergey Koren
Complete and accurate genome assemblies form the basis of most downstream genomic analyses and are of critical importance. Recent genome assembly projects have relied on a combination of noisy long-read sequencing and accurate short-read sequencing, with the former offering greater assembly continuity and the latter providing higher consensus accuracy. The recently introduced Pacific Biosciences (PacBio) HiFi sequencing technology bridges this divide by delivering long reads (>10 kbp) with high per-base accuracy (>99.9%). Here we present HiCanu, a modification of the Canu assembler designed to leverage the full potential of HiFi reads via homopolymer compression, overlap-based error correction, and aggressive false overlap filtering. We benchmark HiCanu with a focus on the recovery of haplotype diversity, major histocompatibility complex (MHC) variants, satellite DNAs, and segmental duplications. For diploid human genomes sequenced to 30× HiFi coverage, HiCanu achieved superior accuracy and allele recovery compared to the current state of the art. On the effectively haploid CHM13 human cell line, HiCanu achieved an NG50 contig size of 77 Mbp with a per-base consensus accuracy of 99.999% (QV50), surpassing recent assemblies of high-coverage, ultralong Oxford Nanopore Technologies (ONT) reads in terms of both accuracy and continuity. This HiCanu assembly correctly resolves 337 out of 341 validation BACs sampled from known segmental duplications and provides the first preliminary assemblies of nine complete human centromeric regions. Although gaps and errors still remain within the most challenging regions of the genome, these results represent a significant advance toward the complete assembly of human genomes.

14 July 2020 in Nature
Verified
Journal Article
Open access
PDF file
KMKaren Miga
Karen Miga
SKSergey Koren
Sergey Koren
ARArang Rhie
Arang Rhie
MVMitchell R. Vollger
Mitchell R. Vollger
AGAriel Gershman
Ariel Gershman
APAdam M. Phillippy
Adam M. Phillippy
After two decades of improvements, the current human reference genome (GRCh38) is the most accurate and complete vertebrate genome ever produced. However, no single chromosome has been finished end to end, and hundreds of unresolved gaps persist1,2. Here we present a human genome assembly that surpasses the continuity of GRCh382, along with a gapless, telomere-to-telomere assembly of a human chromosome. This was enabled by high-coverage, ultra-long-read nanopore sequencing of the complete hydatidiform mole CHM13 genome, combined with complementary technologies for quality improvement and validation. Focusing our efforts on the human X chromosome3, we reconstructed the centromeric satellite DNA array (approximately 3.1 Mb) and closed the 29 remaining gaps in the current reference, including new sequences from the human pseudoautosomal regions and from cancer-testis ampliconic gene families (CT-X and GAGE). These sequences will be integrated into future human reference genome releases. In addition, the complete chromosome X, combined with the ultra-long nanopore data, allowed us to map methylation patterns across complex tandem repeats and satellite arrays. Our results demonstrate that finishing the entire human genome is now within reach, and the data presented here will facilitate ongoing efforts to complete the other human chromosomes.

1 April 2022 in Science
Verified
Journal Article
Closed access
NANicolas Altemose
Nicolas Altemose
GLGlennis Amelia Logsdon
Glennis Amelia Logsdon
ABAndrey V. Bzikadze
Andrey V. Bzikadze
PSPragya Sidhwani
Pragya Sidhwani
SLSasha A. Langley
Sasha A. Langley
KMKaren Miga
Karen Miga
Existing human genome assemblies have almost entirely excluded repetitive sequences within and near centromeres, limiting our understanding of their organization, evolution, and functions, which include facilitating proper chromosome segregation. Now, a complete, telomere-to-telomere human genome assembly (T2T-CHM13) has enabled us to comprehensively characterize pericentromeric and centromeric repeats, which constitute 6.2% of the genome (189.9 megabases). Detailed maps of these regions revealed multimegabase structural rearrangements, including in active centromeric repeat arrays. Analysis of centromere-associated sequences uncovered a strong relationship between the position of the centromere and the evolution of the surrounding DNA through layered repeat expansions. Furthermore, comparisons of chromosome X centromeres across a diverse panel of individuals illuminated high degrees of structural, epigenetic, and sequence variation in these complex and rapidly evolving regions.

23 August 2023 in Nature
Verified
Journal Article
Closed access
PDF file
ARArang Rhie
Arang Rhie
SNSergey Nurk
Sergey Nurk
MCMonika Cechova
Monika Cechova
SHSavannah J. Hoyt
Savannah J. Hoyt
DTDylan J. Taylor
Dylan J. Taylor
APAdam M. Phillippy
Adam M. Phillippy