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Method: Integration of high-throughput proteomic data and complementary omics layers with PriOmics
- Robin Kosch,
- Katharina Limm,
- Annette M. Staiger,
- Nadine S. Kurz,
- Nicole Seifert,
- Bence Oláh,
- Stefan Solbrig,
- Viola Poeschel,
- Gerhard Held,
- Marita Ziepert,
- Norbert Schmitz,
- Emil Chteinberg,
- Reiner Siebert,
- Rainer Spang,
- Helena U. Zacharias,
- German Ott,
- Peter J. Oefner,
- and Michael Altenbuchinger
Genome Res. January 2026 36: 197-213; Published in Advance November 18, 2025, doi:10.1101/gr.279487.124
..., Germany; 12Department of Statistical Bioinformatics, University of Regensburg, 93053 Regensburg, Germany ↵13 These authors contributed equally to this work. Corresponding author: robin.kosch@protonmail.comAbstractHigh-throughput bottom-up proteomic data cover thousands of proteins and related co- and post...
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Method: A high-throughput screening method for selecting feature SNPs to evaluate breed diversity and infer ancestry
- Meilin Zhang,
- Heng Du,
- Yu Zhang,
- Yue Zhuo,
- Zhen Liu,
- Yahui Xue,
- Lei Zhou,
- Sixuan Zhou,
- Wanying Li,
- and Jian-Feng Liu
Genome Res. August 2025 35: 1875-1886; Published in Advance July 15, 2025, doi:10.1101/gr.280176.124
...structure analyses, genetic diversity evaluation, and ancestry estimation (Kennedy et al. 2003; Zimmerman et al. 2020). Simultaneously, the latest advances in SNP high-throughput arrays and WGS facilitate the SNPs applied in the usual genetic analyses. However, compared with WGS, SNP arrays were primarily...
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Method: High-throughput and genome-scale targeted mutagenesis using CRISPR in a nonmodel multicellular organism, Bombyx mori
- Sanyuan Ma,
- Tong Zhang,
- Ruolin Wang,
- Pan Wang,
- Yue Liu,
- Jiasong Chang,
- Aoming Wang,
- Xinhui Lan,
- Le Sun,
- Hao Sun,
- Run Shi,
- Wei Lu,
- Dan Liu,
- Na Zhang,
- Wenbo Hu,
- Xiaogang Wang,
- Weiqing Xing,
- Ling Jia,
- and Qingyou Xia
Genome Res. January 2024 34: 134-144; Published in Advance January 8, 2024, doi:10.1101/gr.278297.123
...High-throughput and -scale targeted mutagenesis using CRISPR in a nonmodel multicellular organism, Bombyx mori Sanyuan Ma1, Tong Zhang1, Ruolin Wang1, Pan Wang1, Yue Liu1,2, Jiasong Chang1,3, Aoming Wang1, Xinhui Lan1, Le Sun1, Hao Sun1, Run Shi1, Wei Lu1, Dan Liu1, Na Zhang1, Wenbo Hu1, Xiaogang...
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Method: CRISPR-Cas9-based repeat depletion for high-throughput genotyping of complex plant genomes
- Marzia Rossato,
- Luca Marcolungo,
- Luca De Antoni,
- Giulia Lopatriello,
- Elisa Bellucci,
- Gaia Cortinovis,
- Giulia Frascarelli,
- Laura Nanni,
- Elena Bitocchi,
- Valerio Di Vittori,
- Leonardo Vincenzi,
- Filippo Lucchini,
- Kirstin E. Bett,
- Larissa Ramsay,
- David James Konkin,
- Massimo Delledonne,
- and Roberto Papa
Genome Res. May 2023 33: 787-797; Published in Advance May 1, 2023, doi:10.1101/gr.277628.122
....delledonne@univr.it, r.papa@staff.univpm.itAbstractHigh-throughput genotyping enables the large-scale analysis of genetic diversity in population genomics and -wide association studies that combine the genotypic and phenotypic characterization of large collections of accessions. Sequencing-based approaches...
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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
...to the mitochondrial noise levels described above.View larger version: In this window In a new window Figure 4. Mitochondrial reads harboring somatic mutations are detected in noncancer cells. (A,B) Violin plots of the VAF of each cell for (A) patient P1 and (B) P2 mtSNV loci in scRNA-seq data, categorized...
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Research: Chimeric mitochondrial RNA transcripts predict mitochondrial genome deletion mutations in mitochondrial genetic diseases and aging
- Amy R. Vandiver,
- Allen Herbst,
- Paul Stothard,
- and Jonathan Wanagat
Genome Res. January 2025 35: 55-65; Published in Advance November 27, 2024, doi:10.1101/gr.279072.124
...-Debrinski et al. 1992), whole- PCR (Tengan and Moraes 1996), high-throughput sequencing (Lujan et al. 2020), digital PCR (Herbst et al. 2017), and long-read mtDNA sequencing (Vandiver et al. 2022). The chimeric mtRNAs predominate in the mitochondrial major arc, span large portions of the mitochondrial (i.e., 6...
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Method: Analysis of coding gene expression from small RNA sequencing
- Aygun Azadova,
- Anthonia Ekperuoh,
- Greg N. Brooke,
- and Antonio Marco
Genome Res. March 2026 36: 611-618; Published in Advance February 10, 2026, doi:10.1101/gr.281364.125
...), and the development of microarrays first (Schena et al. 1995) and high-throughput sequencing later (Margulies et al. 2005) boosted our capacity to analyze transcriptomes. Nowadays, the most common technique to analyze gene expression is RNA sequencing (RNA-seq). This technique consists of first isolating RNA from...
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Method: Analytical validation of germline small variant detection using long-read HiFi genome sequencing
- Nathan Hammond,
- Linda Liao,
- Pun Wai Tong,
- Zena Ng,
- Thuy-Mi P. Nguyen,
- Chandler Ho,
- Yao Yang,
- and Stuart A. Scott
Genome Res. June 2025 35: 1391-1399; Published in Advance April 11, 2025, doi:10.1101/gr.278836.123
.../repeatability, sensitivity/specificity, and other relevant performance characteristics. For long-read HiFi sequencing, we adopted the definitions for “Reportable Range” and “Reference Range (Reference Interval)” based on clinical high-throughput sequencing guidelines (Gargis et al. 2012; Santani et al. 2017). However...
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Method: Nanopore sequencing identifies high-frequency somatic structural variations in laryngeal squamous cell carcinoma genomes
- Xuyan Liu,
- Lin Xia,
- Yixin Qiao,
- Yang Li,
- Yan Huang,
- Bingyan Yue,
- Xi Liang,
- Xin Yang,
- Honghui Zhang,
- Jiaxun Zhang,
- Xiao Chen,
- Dan Xie,
- and Jifeng Liu
Genome Res. April 8, 2026 gr.281046.125; Published in Advance April 8, 2026, doi:10.1101/gr.281046.125
...in cancer s, a comprehensive understanding 66 of somatic SV's scope and mechanisms is essential for uncovering key cancer mutations in 67 patient tumors. 68 69 However, despite the widespread clinical application of somatic SV detection methods based 70 on second-generation short-read sequencing...
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Method: Interpretable phenotype decoding from multicondition sequencing data with ALPINE
- Wei-Hao Lee,
- Lechuan Li,
- Ruth Dannenfelser,
- and Vicky Yao
Genome Res. December 2025 35: 2756-2769; Published in Advance October 22, 2025, doi:10.1101/gr.280566.125
...; 4Rice Synthetic Biology Institute, Rice University, Houston, Texas 77005, USA ↵5 These authors contributed equally to this work. Corresponding author: vy@rice.eduAbstractAs sequencing techniques advance in precision, affordability, and diversity, an abundance of heterogeneous sequencing data has...

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