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Method: Gene duplication is associated with gene diversification and potential neofunctionalization in lung cancer evolution
- Paul Ashford,
- Alexander M. Frankell,
- Zofia Piszka,
- Camilla S.M. Pang,
- Mahnaz Abbasian,
- Maise Al Bakir,
- Mariam Jamal-Hanjani,
- Nicholas McGranahan,
- Charles Swanton,
- and Christine A. Orengo
Genome Res. March 2026 36: 561-577; Published in Advance February 19, 2026, doi:10.1101/gr.278663.123
...networks or biological pathway databases to aid driver identification. Mapping mutated genes and known cancer genes to PPI networks can be used to predict drivers by inference from interacting genes and connected network components (Leiserson et al. 2015) and can incorporate additional evidence...
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Method: Predicting genotype-specific gene regulatory networks
- Deborah Weighill,
- Marouen Ben Guebila,
- Kimberly Glass,
- John Quackenbush,
- and John Platig
Genome Res. March 2022 32: 524-533; Published in Advance February 22, 2022, doi:10.1101/gr.275107.120
...individual in a study population. EGRET begins by constructing a genotype-informed TF-gene prior network derived using TF motif predictions, expression quantitative trait locus (eQTL) data, individual genotypes, and the predicted effects of genetic variants on TF binding. It then uses a technique known...
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Research: Transposon accumulation at xenobiotic gene family loci in aphids
- Tobias Baril,
- Adam Pym,
- Chris Bass,
- and Alex Hayward
Genome Res. October 2023 33: 1718-1733; Published in Advance October 18, 2023, doi:10.1101/gr.277820.123
...examining the contribution of TEs to resistance evolution suggest that there can be an additive effect of successive TE insertions at focal host loci over time. For example, in the well-known case of the CYP gene CYP6G1 and DDT resistance in Drosophila, successive TE insertions are linked with an increasing...
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Research: Analyzing super-enhancer temporal dynamics reveals potential critical enhancers and their gene regulatory networks underlying skeletal muscle development
- Song Zhang,
- Chao Wang,
- Shenghua Qin,
- Choulin Chen,
- Yongzhou Bao,
- Yuanyuan Zhang,
- Lingna Xu,
- Qingyou Liu,
- Yunxiang Zhao,
- Kui Li,
- Zhonglin Tang,
- and Yuwen Liu
Genome Res. December 2024 34: 2190-2202; Published in Advance October 21, 2024, doi:10.1101/gr.278344.123
...to postnatal stages, and pinpointing critical trait-affecting enhancers remains largely unaddressed. In the present study, we aim to fill this gap by identifying potential critical enhancers and their gene regulatory networks during PSM development.Our approach involves analyzing developmental trajectories...
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Resource: Single-nucleus multiomic profiling of the aging mouse substantia nigra reveals conserved gene alterations linked to Parkinson's disease
- Kangli Wang,
- Weikun Xia,
- Yingli Gu,
- Songpeng Zu,
- Qian Yang,
- Maria Luisa Amaral,
- Yaozhi Wang,
- Allen Wang,
- Xiang-Dong Fu,
- William C. Mobley,
- and Bing Ren
Genome Res. April 2026 36: 849-864; Published in Advance March 4, 2026, doi:10.1101/gr.281113.125
...transcriptional programs. Gene expression is regulated by cis-regulatory elements (CREs) in a spatiotemporal manner through precise gene regulatory networks (Lee and Young 2013; Levine et al. 2014; Long et al. 2016). Understanding these regulatory mechanisms beyond transcription may reveal critical aspects of how...
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Review: A systematic guide for identifying transcription factors that directly regulate the expression of a gene of interest
- Andrew D. Bates,
- Dawid Grzela,
- Maciej Studzian,
- Louise Brennan,
- Moli Williams,
- Conor Fawcett,
- Beth Hammond,
- Manreen Grewal,
- Marcin Ratajewski,
- Lukasz Pulaski,
- and Urszula L. McClurg
Genome Res. March 2026 36: 433-459; Published in Advance February 17, 2026, doi:10.1101/gr.281154.125
...beads. To focus on individual candidate genes predicted to be bound by the protein of interest, precipitated DNA can be analyzed using qPCR with primers designed specifically against the regulatory sequences of the GOIs. Alternatively, in ChIP-seq following precipitation, cross-links are reversed...
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Research: Identification and validation of supervariants reveal novel loci associated with human white matter microstructure
- Shiying Wang,
- Ting Li,
- Bingxin Zhao,
- Wei Dai,
- Yisha Yao,
- Cai Li,
- Tengfei Li,
- Hongtu Zhu,
- and Heping Zhang
Genome Res. January 2024 34: 20-33; Published in Advance December 12, 2023, doi:10.1101/gr.277905.123
...of supervariants. Similar to the concept of the gene, a supervariant is a combination of alleles in multiple loci. However, unlike a gene that is a physically connected region on a chromosome, the loci contributing to a supervariant can be anywhere in the (Song and Zhang 2014; Hu et al. 2020, 2021; Li et al. 2021...
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Resource: Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise
- Aliza B. Rubenstein,
- Gregory R. Smith,
- Zidong Zhang,
- Xi Chen,
- Toby L. Chambers,
- Frederique Ruf-Zamojski,
- Natalia Mendelev,
- Wan Sze Cheng,
- Michel Zamojski,
- Mary Anne S. Amper,
- Venugopalan D. Nair,
- Andrew R. Marderstein,
- Stephen B. Montgomery,
- Olga G. Troyanskaya,
- Elena Zaslavsky,
- Todd Trappe,
- Scott Trappe,
- and Stuart C. Sealfon
Genome Res. July 2025 35: 1664-1677; Published in Advance May 20, 2025, doi:10.1101/gr.280051.124
....Correlated gene expression and chromatin accessibility modulated by exercise within muscle fiber typesWe used the pathway level information extractor framework (PLIER) (Mao et al. 2019) to identify latent variables (LVs), which can provide single-value estimates for groups of genes and chromatin loci showing...
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Resource: Gene expression networks in the Drosophila Genetic Reference Panel
- Logan J. Everett,
- Wen Huang,
- Shanshan Zhou,
- Mary Anna Carbone,
- Richard F. Lyman,
- Gunjan H. Arya,
- Matthew S. Geisz,
- Junwu Ma,
- Fabio Morgante,
- Genevieve St. Armour,
- Lavanya Turlapati,
- Robert R.H. Anholt,
- and Trudy F.C. Mackay
Genome Res. March 2020 30: 485-496; Published in Advance March 6, 2020, doi:10.1101/gr.257592.119
...of natural genetic variation in regulating gene expression and generates testable hypotheses for future functional analyses.Understanding how naturally occurring genetic variation affects variation in organismal quantitative traits by modifying underlying molecular networks is a key challenge in modern...
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Research: Epstein–Barr virus nuclear antigen 2 extensively rewires the human chromatin landscape at autoimmune risk loci
- Ted Hong,
- Sreeja Parameswaran,
- Omer A. Donmez,
- Daniel Miller,
- Carmy Forney,
- Michael Lape,
- Mariana Saint Just Ribeiro,
- Jun Liang,
- Lee E. Edsall,
- Albert F. Magnusen,
- William Miller,
- Iouri Chepelev,
- John B. Harley,
- Bo Zhao,
- Leah C. Kottyan,
- and Matthew T. Weirauch
Genome Res. December 2021 31: 2185-2198; Published in Advance November 19, 2021, doi:10.1101/gr.264705.120
...IP-seq peaks at up to half of the risk loci for particular autoimmune diseases. In this study, we explore the role of EBNA2 within the human B cell gene regulatory network by examining EBNA2-dependent alterations to the human chromatin landscape and investigating the impact of autoimmune disease...
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