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Research: Genotype imputation from low-coverage data for medical and population genetic analyses
- Simone Andrea Biagini,
- Sara Becelaere,
- Mio Aerden,
- Tatjana Jatsenko,
- Laurens Hannes,
- Philip Van Damme,
- Jeroen Breckpot,
- Koenraad Devriendt,
- Bernard Thienpont,
- Joris Robert Vermeesch,
- Isabelle Cleynen,
- and Toomas Kivisild
Genome Res. September 2025 35: 1929-1941; Published in Advance July 22, 2025, doi:10.1101/gr.280175.124
...with reference panels of tens of thousands individuals or more.The minimum coverage from which accurate genotype imputation can be achieved may depend on various factors, including the sample quality (read length, contamination, damage), variant frequency and representation in the reference panel...
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Method: Pangenome-based genome inference using integer programming
- Ghanshyam Chandra,
- Md Helal Hossen,
- Stephan Scholz,
- Alexander T. Dilthey,
- Daniel Gibney,
- and Chirag Jain
Genome Res. December 2025 35: 2661-2670; Published in Advance August 21, 2025, doi:10.1101/gr.280567.125
..., et al. 2022. Pan-based inference allows efficient and accurate genotyping across a wide spectrum of variant classes. Nat Genet 54: 518–525. doi:10.1038/s41588-022-01043-w ↵Eggertsson HP, Jonsson H, Kristmundsdottir S, Hjartarson E, Kehr B, Masson G, Zink F, Hjorleifsson KE, Jonasdottir A, Jonasdottir...
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Resource: Haplotype-resolved genome and population genomics of the threatened garden dormouse in Europe
- Paige A. Byerly,
- Alina von Thaden,
- Evgeny Leushkin,
- Leon Hilgers,
- Shenglin Liu,
- Sven Winter,
- Tilman Schell,
- Charlotte Gerheim,
- Alexander Ben Hamadou,
- Carola Greve,
- Christian Betz,
- Hanno J. Bolz,
- Sven Büchner,
- Johannes Lang,
- Holger Meinig,
- Evax Marie Famira-Parcsetich,
- Sarah P. Stubbe,
- Alice Mouton,
- Sandro Bertolino,
- Goedele Verbeylen,
- Thomas Briner,
- Lídia Freixas,
- Lorenzo Vinciguerra,
- Sarah A. Mueller,
- Carsten Nowak,
- and Michael Hiller
Genome Res. November 2024 34: 2094-2107; Published in Advance November 14, 2024, doi:10.1101/gr.279066.124
...lines indicate uncertainty of inferred Ne based on 100 bootstrap replicates. Blue and green bars show the timing of the last glacial maximum and last interglacial, respectively. The most recent Ne estimate with reduced accuracy is displayed by a dotted line on the left.Genotyping and variant calling...
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Method: Proxy panels enable privacy-aware outsourcing of genotype imputation
- Degui Zhi,
- Xiaoqian Jiang,
- and Arif Harmanci
Genome Res. February 2025 35: 326-339; Published in Advance January 10, 2025, doi:10.1101/gr.278934.124
...coverage of typed variants. In both cases, the unphased-query protocol imputed rare and ultrarare variants more accurately than did other protocols.Population-specific variant genotype imputation accuracyNext, we focused on assessing the accuracy of the population-specific imputation of the protocols...
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Method: A spectral component approach leveraging identity-by-descent graphs to address recent population structure in genomic analysis
- Ruhollah Shemirani,
- Gillian M. Belbin,
- Sinead Cullina,
- Christa Caggiano,
- Christopher R. Gignoux,
- Noah Zaitlen,
- and Eimear E. Kenny
Genome Res. March 2026 36: 534-546; Published in Advance December 23, 2025, doi:10.1101/gr.280659.125
...structure into continuous representations that can be seamlessly integrated into genetic analysis pipelines. Using both simulated data sets and empirical data from the UK Biobank (N ≈ 420,000), we demonstrate that SPCs outperform PCs in adjusting for fine-scale population structure. In simulations, SPCs...
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Method: De novo antibody identification in human blood from full-length single B cell transcriptomics and matching haplotype-resolved germline assemblies
- John Beaulaurier,
- Lynn Ly,
- J. Andrew Duty,
- Carly Tyer,
- Christian Stevens,
- Chuan-Tien Hung,
- Akash Sookdeo,
- Alex W. Drong,
- Shreyas Kowdle,
- Axel Guzman-Solis,
- Domenico Tortorella,
- Daniel J. Turner,
- Sissel Juul,
- Scott Hickey,
- and Benhur Lee
Genome Res. April 2025 35: 929-941; Published in Advance March 21, 2025, doi:10.1101/gr.279392.124
...from use of long reads that can resolve their complex structures and improve haplotype phasing (Kolmogorov et al. 2023). However, individual single-cell transcriptomes have so far not been paired with germline assemblies from the same donor. Haplotyped structural variants and heterogeneity of IG V, D...
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Resource: Haplotype-resolved 3D chromatin architecture of the hybrid pig
- Yu Lin,
- Jing Li,
- Yiren Gu,
- Long Jin,
- Jingyi Bai,
- Jiaman Zhang,
- Yujie Wang,
- Pengliang Liu,
- Keren Long,
- Mengnan He,
- Diyan Li,
- Can Liu,
- Ziyin Han,
- Yu Zhang,
- Xiaokai Li,
- Bo Zeng,
- Lu Lu,
- Fanli Kong,
- Ying Sun,
- Yongliang Fan,
- Xun Wang,
- Tao Wang,
- An'an Jiang,
- Jideng Ma,
- Linyuan Shen,
- Li Zhu,
- Yanzhi Jiang,
- Guoqing Tang,
- Xiaolan Fan,
- Qingyou Liu,
- Hua Li,
- Jinyong Wang,
- Li Chen,
- Liangpeng Ge,
- Xuewei Li,
- Qianzi Tang,
- and Mingzhou Li
Genome Res. February 2024 34: 310-325; Published in Advance March 13, 2024, doi:10.1101/gr.278101.123
...Figs. S1, S2).Combining trio-based genomic and Hi-C data from F1 hybrids enabled construction of chromosome-span haplotypes that included 99.33% of all heterozygous single-nucleotide variants (SNVs; about 4.54 per kb) for each F1 hybrid (see Methods) (Supplemental Fig. S3). Through SNV phasing combined...
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Method: Accurate fusion transcript identification from long- and short-read isoform sequencing at bulk or single-cell resolution
- Qian Qin,
- Victoria Popic,
- Kirsty Wienand,
- Houlin Yu,
- Emily White,
- Akanksha Khorgade,
- Asa Shin,
- Christophe Georgescu,
- Catarina D. Campbell,
- Arthur Dondi,
- Niko Beerenwinkel,
- Francisca Vazquez,
- Aziz M. Al'Khafaji,
- and Brian J. Haas
Genome Res. April 2025 35: 967-986; Published in Advance March 14, 2025, doi:10.1101/gr.279200.124
.... 2019; Haas et al. 2023). Fusion transcripts relevant to cancer tend to involve rearrangements, whereas fusion transcripts identified in normal tissues tend to derive from cis- or trans-splicing or otherwise derive from natural population structural variants yielding population-specific cis...
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Resource: An integrative TAD catalog in lymphoblastoid cell lines discloses the functional impact of deletions and insertions in human genomes
- Chong Li,
- Marc Jan Bonder,
- Sabriya Syed,
- Matthew Jensen,
- Human Genome Structural Variation Consortium (HGSVC),
- HGSVC Functional Analysis Working Group,
- Mark B. Gerstein,
- Michael C. Zody,
- Mark J.P. Chaisson,
- Michael E. Talkowski,
- Tobias Marschall,
- Jan O. Korbel,
- Evan E. Eichler,
- Charles Lee,
- and Xinghua Shi
Genome Res. December 2024 34: 2304-2318; Published in Advance December 5, 2024, doi:10.1101/gr.279419.124
...–promoter interactions, and consequently result in human diseases (Ibn-Salem et al. 2014; Lupiáñez et al. 2015). Some SVs can cause distinct TADs to fuse, significantly altering chromatin folding maps (Akdemir et al. 2020). Additionally, integrating TAD locations with global gene expression data and genotype variants...
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Research: Long-read genome sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders
- Susan M. Hiatt,
- James M.J. Lawlor,
- Lori H. Handley,
- Donald R. Latner,
- Zachary T. Bonnstetter,
- Candice R. Finnila,
- Michelle L. Thompson,
- Lori Beth Boston,
- Melissa Williams,
- Ivan Rodriguez Nunez,
- Jerry Jenkins,
- Whitley V. Kelley,
- E. Martina Bebin,
- Michael A. Lopez,
- Anna C.E. Hurst,
- Bruce R. Korf,
- Jeremy Schmutz,
- Jane Grimwood,
- and Gregory M. Cooper
Genome Res. November 2024 34: 1747-1762; Published in Advance September 19, 2024, doi:10.1101/gr.279227.124
...detection from long-read sequencing (lrGS) has proven to be more accurate and comprehensive than variant detection from short-read sequencing (srGS). However, the rate at which lrGS can increase molecular diagnostic yield for rare disease is not yet precisely characterized. We performed lrGS using Pacific...

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