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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: Spatial Cellular Networks from omics data with SpaCeNet
- Stefan Schrod,
- Niklas Lück,
- Robert Lohmayer,
- Stefan Solbrig,
- Dennis Völkl,
- Tina Wipfler,
- Katherine H. Shutta,
- Marouen Ben Guebila,
- Andreas Schäfer,
- Tim Beißbarth,
- Helena U. Zacharias,
- Peter J. Oefner,
- John Quackenbush,
- and Michael Altenbuchinger
Genome Res. September 2024 34: 1371-1383; Published in Advance September 4, 2024, doi:10.1101/gr.279125.124
...a priori the expression levels of the remaining genes at the position of interest (Supplemental Fig. S15C). This reduced the MSE to 2.88 × 10−3, and the highlighted region better agrees with the ground truth, as can be seen by comparing Supplemental Figure S15A–C.SpaCeNet analysis of high-throughput...
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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: Efficient integration of spatial omics data for joint domain detection, matching, and alignment with stMSA
- Han Shu,
- Jing Chen,
- Chang Xu,
- Jialu Hu,
- Yongtian Wang,
- Jiajie Peng,
- Qinghua Jiang,
- Xuequn Shang,
- and Tao Wang
Genome Res. October 2025 35: 2285-2299; Published in Advance August 14, 2025, doi:10.1101/gr.280584.125
...technologies. Furthermore, stMSA effectively deciphers complex developmental trajectories by integrating spatial proteomics and transcriptomics data and excels in cross-slice matching and alignment for 3D tissue reconstruction.Spatial omics (SO) technologies have greatly enhanced our understanding of molecular...
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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
...CRISPR-Cas9-based repeat depletion for high-throughput genotyping of complex plant s Marzia Rossato1,2,6, Luca Marcolungo1,6, Luca De Antoni1, Giulia Lopatriello1, Elisa Bellucci3, Gaia Cortinovis3, Giulia Frascarelli3, Laura Nanni3, Elena Bitocchi3, Valerio Di Vittori3, Leonardo Vincenzi1, Filippo...
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Research: Transcriptomic and proteomic effects of gene deletion are not evolutionarily conserved
- Yang Li and
- Jianzhi Zhang
Genome Res. March 2025 35: 512-521; Published in Advance February 18, 2025, doi:10.1101/gr.280008.124
....Our conclusion has multiple implications. First, it suggests that surveying the transcriptomic/proteomic effects of gene deletion yields many nonfunctional effects. Because high-throughput approaches such as Perturb-seq and its variants almost exclusively measure the transcriptomic effects of gene deletion...
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Method: Recovering gene regulatory networks in single-cell multi-omics data with PRISM-GRN
- Wenhao Zhang,
- Lan Cao,
- Xiaoxuan Gu,
- Yongyu Long,
- and Ying Wang
Genome Res. January 2026 36: 142-158; Published in Advance October 9, 2025, doi:10.1101/gr.280757.125
...to comprehensively map GRNs (Badia-i-Mompel et al. 2023). High-throughput RNA sequencing (RNA-seq), which enables -wide analysis of the cellular transcriptome on bulk cells (Ozsolak and Milos 2011), has revolutionized GRN inference by enabling the computational derivation of regulatory networks from gene expression...
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Method: High-throughput single-molecule telomere characterization
- Jennifer McCaffrey,
- Eleanor Young,
- Katy Lassahn,
- Justin Sibert,
- Steven Pastor,
- Harold Riethman,
- and Ming Xiao
Genome Res. November 2017 27: 1904-1915; Published in Advance October 12, 2017, doi:10.1101/gr.222422.117
.... An in vitro CRISPR/Cas9 RNA-directed nickase system directs the specific labeling of human (TTAGGG)n DNA tracts in s that have also been barcoded using a separate nickase enzyme that recognizes a 7bp motif -wide. High-throughput imaging and analysis of large DNA single molecules from s labeled in this fashion...
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Resource: The ggRibo single-gene viewer reveals insights into translatome and other nucleotide-resolution omics data
- Hsin-Yen Larry Wu,
- Isaiah D. Kaufman,
- and Polly Yingshan Hsu
Genome Res. September 2025 35: 2130-2142; Published in Advance July 22, 2025, doi:10.1101/gr.280480.125
...-seq/RNA-seq data sets from different conditions for comparison. It also contains functions for plotting single-transcript views, reading-frame decomposition, and RNA-seq coverage alone. Importantly, ggRibo supports the visualization of other omics data sets that could also be presented with single...
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Resource: High-quality sika deer omics data and integrative analysis reveal genic and cellular regulation of antler regeneration
- Zihe Li,
- Ziyu Xu,
- Lei Zhu,
- Tao Qin,
- Jinrui Ma,
- Zhanying Feng,
- Huishan Yue,
- Qing Guan,
- Botong Zhou,
- Ge Han,
- Guokun Zhang,
- Chunyi Li,
- Shuaijun Jia,
- Qiang Qiu,
- Dingjun Hao,
- Yong Wang,
- and Wen Wang
Genome Res. January 2025 35: 188-201; Published in Advance November 14, 2024, doi:10.1101/gr.279448.124
...cytometry is larger than that from k-mer estimation as well as previous assembly based on technologies like ONT and high-throughput sequencing, a discrepancy also noted in other ruminant species such as cows and reindeer (Kent et al. 1988; Goss et al. 1992). Our analysis indicates that this gap is mainly...
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