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Research: Closing the gaps, and improving somatic structural variant analysis and benchmarking using CHM13-T2T
- Luis F. Paulin,
- Jeremy Fan,
- Kieran O'Neill,
- Erin Pleasance,
- Vanessa L. Porter,
- Steven J.M. Jones,
- and Fritz J. Sedlazeck
Genome Res. April 2025 35: 621-631; Published in Advance March 17, 2025, doi:10.1101/gr.279352.124
...interpreted due to advancements in sequencing technologies and improved bioinformatic analysis. Structural variants (SVs) represent an important subset of somatic events in tumors. While the detection of SVs has been markedly improved by the development of long-read sequencing, somatic variant identification...
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Method: FocalSV enables target region–based structural variant assembly and refinement using single-molecule long-read sequencing data
- Can Luo,
- Zimeng Jamie Zhou,
- Yichen Henry Liu,
- and Xin Maizie Zhou
Genome Res. October 2025 35: 2252-2272; Published in Advance August 13, 2025, doi:10.1101/gr.280282.124
...abundant form of genetic variation in humans and can be efficiently detected using short-read sequencing technologies. Therefore, -wide association studies (GWASs) have primarily focused on SNVs to investigate the genetic basis of phenotypic traits. In contrast, structural variants (SVs)—larger genomic...
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Research: Loss of multilevel 3D genome organization during breast cancer progression
- Roberto Rossini,
- Saleh Oshaghi,
- Maxim Nekrasov,
- Aurélie Bellanger,
- Renae Domaschenz,
- Yasmin Dijkwel,
- Mohamed Abdelhalim,
- Rahul Agrawal,
- Marit Ledsaak,
- Philippe Collas,
- Ragnhild Eskeland,
- David Tremethick,
- and Jonas Paulsen
Genome Res. January 2026 36: 20-37; Published in Advance October 9, 2025, doi:10.1101/gr.280791.125
...is accompanied by the formation of de novo enhancer contacts and activation of MYC, illustrating how structural genomic variants can alter the 3D during oncogenesis. In summary, our findings provide evidence for the loss of organization at multiple scales during breast cancer progression, revealing novel...
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Method: De novo detection of somatic variants in high-quality long-read single-cell RNA sequencing data
- Arthur Dondi,
- Nico Borgsmüller,
- Pedro F. Ferreira,
- Brian J. Haas,
- Francis Jacob,
- Viola Heinzelmann-Schwarz,
- Tumor Profiler Consortium,
- and Niko Beerenwinkel
Genome Res. April 2025 35: 900-913; Published in Advance March 19, 2025, doi:10.1101/gr.279281.124
....Cancer cells accumulate somatic genomic variations, such as single-nucleotide variants (SNVs), copy number alterations (CNAs), and gene fusions during their lifetime, leading to intratumor heterogeneity, i.e., the existence of cancer subpopulations with distinct genotypes and phenotypes. This is presumed...
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Method: Deep structural clustering reveals hidden systematic biases in RNA sequencing data
- Qiang Su,
- Yi Long,
- Deming Gou,
- Junmin Quan,
- Xiaoming Zhou,
- and Qizhou Lian
Genome Res. November 2025 35: 2563-2577; Published in Advance September 19, 2025, doi:10.1101/gr.280713.125
...conformational similarity guided spike-in clustering. We applied a VAE-GMM clustering approach (Fig. 1; Methods; Supplemental Fig. S4) and used linear regression to compare aggregated modeling and sequencing counts.View larger version: In this window In a new window Figure 2. Multidimensional RNA structural...
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Mini-Review: Evolution of genome-wide methylation profiling technologies
- Carolina Montano and
- Winston Timp
Genome Res. April 2025 35: 572-582; doi:10.1101/gr.278407.123
...opportunities to uncover novel genomic and epigenomic mechanisms implicated in disease. Sequencing reads generated by LRS not only detect single nucleotide variations (SNVs) and structural variations (SVs) but also probe previously uncharacterized repetitive regions and regions with atypical GC content...
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Research: Global characterization of somatic mutations and DNA methylation changes during vegetative propagation in strawberries
- Shaoqiang Hu,
- Xiangguo Zeng,
- Yuguo Liu,
- Yongping Li,
- Minghao Qu,
- Wen-Biao Jiao,
- Yongchao Han,
- and Chunying Kang
Genome Res. October 2024 34: 1582-1594; Published in Advance October 15, 2024, doi:10.1101/gr.279378.124
..., and the mutation frequency varies among the subs. Our study has systematically characterized the genetic and epigenetic variants in regenerated woodland strawberry plants and different individuals of the same strawberry cultivar, providing an accurate assessment of somatic mutations at the genomic scale...
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Research: Optical genome mapping enables accurate testing of large repeat expansions
- Bart van der Sanden,
- Kornelia Neveling,
- Syukri Shukor,
- Michael D. Gallagher,
- Joyce Lee,
- Stephanie L. Burke,
- Maartje Pennings,
- Ronald van Beek,
- Michiel Oorsprong,
- Ellen Kater-Baats,
- Eveline Kamping,
- Alide A. Tieleman,
- Nicol C. Voermans,
- Ingrid E. Scheffer,
- Jozef Gecz,
- Mark A. Corbett,
- Lisenka E.L.M. Vissers,
- Andy Wing Chun Pang,
- Alex Hastie,
- Erik-Jan Kamsteeg,
- and Alexander Hoischen
Genome Res. April 2025 35: 810-823; Published in Advance March 20, 2025, doi:10.1101/gr.279491.124
...molecular weight (UHMW) DNA molecules with an average N50 > 250 kb (Neveling et al. 2021). OGM has proven to provide a cost-effective and easy-to-use alternative for structural variant (SV) detection and is also capable of detecting STRs (Mantere et al. 2021; Neveling et al. 2021; Facchini et al. 2023...
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Research: ISWI1 complex proteins facilitate developmental genome editing in Paramecium
- Aditi Singh,
- Lilia Häußermann,
- Christiane Emmerich,
- Emily Nischwitz,
- Brandon K.B. Seah,
- Falk Butter,
- Mariusz Nowacki,
- and Estienne C. Swart
Genome Res. January 2025 35: 93-108; Published in Advance November 14, 2024, doi:10.1101/gr.278402.123
....swart@tuebingen.mpg.de, aditi.singh@tuebingen.mpg.deAbstractOne of the most extensive forms of natural editing occurs in ciliates, a group of microbial eukaryotes. Ciliate germline and somatic s are contained in distinct nuclei within the same cell. During the massive reorganization process of somatic development, ciliates...
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Method: Examining the dynamics of three-dimensional genome organization with multitask matrix factorization
- Da-Inn Lee and
- Sushmita Roy
Genome Res. May 2025 35: 1179-1193; Published in Advance March 20, 2025, doi:10.1101/gr.279930.124
...challenge. Existing computational methods either do not model higher-order structural units or cannot model dynamics across more than two conditions of interest. We address these limitations with tree-guided integrated factorization (TGIF), a generalizable multitask nonnegative matrix factorization (NMF...

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