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Research: Transcriptomic landscape of transposable elements reveals LTR7-PLAAT4 as a potential oncogene and therapeutic target in pancreatic adenocarcinoma
- Meilong Shi,
- Chuanqi Teng,
- Shan Zhang,
- Xiaobo He,
- Lingyun Xu,
- Fengxian Han,
- Rongqi Wen,
- Ganjun Yu,
- Jingwen Liu,
- Yang Feng,
- Yanfeng Wu,
- Yan Ren,
- Gang Jin,
- and Jing Li
Genome Res. February 2026 36: 275-290; Published in Advance January 8, 2026, doi:10.1101/gr.280528.125
...). In the 7413 upregulated DETEs, 36.4% were classified as LINE elements, and 35.8% belonged to SINE, and 0.18% of the 770,551 LTR genomic copies were upregulated. Unlike previous reports linking TE expression to instability, we found no association with gene mutations or tumor markers (Fig. 1C; Supplemental Fig...
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Research: Pangenome analysis reveals families of ubiquitin-ligase adaptors as key genomic divergence drivers that lead to hybrid incompatibility
- Dongying Xie,
- Pohao Ye,
- Yiming Ma,
- and Zhongying Zhao
Genome Res. March 2026 36: 506-521; Published in Advance February 17, 2026, doi:10.1101/gr.280885.125
...Pan analysis reveals families of ubiquitin-ligase adaptors as key genomic divergence drivers that lead to hybrid incompatibility Dongying Xie1,2,3, Pohao Ye1,3, Yiming Ma1 and Zhongying Zhao1 1Department of Biology, Hong Kong Baptist University, Hong Kong SAR, China; 2Institute for Research...
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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
...), the identification of high-risk groups in cancer (Archer et al. 2018), and the study of molecular mechanisms in cancer treatment (Xu 2019).The integration of multiomics data is essential in biological research, providing a comprehensive view of complex systems by combining genomics, transcriptomics, proteomics...
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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
...in the same S. cerevisiae strain by different laboratories, our observation cannot be explained by rapid evolution or large measurement error of gene expression. Analysis of transcriptomic and proteomic effects of gene deletions in multiple S. cerevisiae strains by the same laboratory reveals a high...
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Method: Automated interpretable artificial intelligence genomic prediction with AIGP
- Lei Wei,
- Ziqin Jiang,
- Baoliang Fan,
- Yidan Yan,
- Zhenqiang Xu,
- Xiaoxiang Hu,
- and Yuzhe Wang
Genome Res. March 5, 2026 gr.281006.125; Published in Advance March 5, 2026, doi:10.1101/gr.281006.125
...-10-62733394. 14 Email: huxx@cau.edu.cn. 15 Yuzhe Wang, State Key Laboratory of Animal Biotech Breeding, College of Biological 16 Sciences, China Agricultural University, Beijing, 100193, China. Phone +86-10-62731314. 17 Email: yuzhe891@cau.edu.cn. 18 19 Abstract 20 Predicting phenotypes from genomic mutations...
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Method: Quantifying pathological progression from single-cell transcriptomic data with scPSS
- Samin Rahman Khan,
- M Saifur Rahman,
- M. Sohel Rahman,
- and Md Abul Hassan Samee
Genome Res. February 2026 36: 375-386; Published in Advance January 14, 2026, doi:10.1101/gr.280411.125
...rigorous. The key strength of scPSS is its applicability in a “semisupervised” setting, where only healthy reference cells are known and diseased-labeled data are not provided for model training. As existing methods do not support cell-level pathological progression measurement in this setting, we adapt...
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Method: EnDeep4mC predicts DNA N⁴-methylcytosine sites using a dual-adaptive feature encoding framework in deep ensembles
- Shuyu Zhang,
- Quan Zou,
- Mengting Niu,
- Zhibin Lv,
- Antony Stalin,
- and Ximei Luo
Genome Res. March 2026 36: 589-599; Published in Advance February 17, 2026, doi:10.1101/gr.280977.125
...) it systematically elucidates species-feature associations and reveals 4mC sequence functional differentiation in biological evolution from a eukaryote/prokaryote perspective, offering potential biological insights that could guide future adaptive encoding strategies.The following sections first detail the Methods...
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Research: Modest increase in the de novo single-nucleotide mutation rate in house mice born by assisted reproduction
- Laura Blanco-Berdugo,
- Alexis Garretson,
- and Beth L. Dumont
Genome Res. January 2026 36: 50-60; Published in Advance November 13, 2025, doi:10.1101/gr.281180.125
....5%–56%) increase in the dnSNV rate with ART compared with naturally conceived mice (P = 0.017). Analysis of the dnSNV mutation spectrum identifies signatures attributable to germline DNA repair activity but reveals no differentially enriched signatures between cohorts. We observe no enrichment of dn...
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Method: Polyomino reconstructs spatial transcriptomic profiles with single-cell resolution via a region-allocation method
- Quanyou Cai,
- Lihui Lin,
- Xin Liu,
- and Jiekai Chen
Genome Res. November 2025 35: 2513-2526; Published in Advance October 22, 2025, doi:10.1101/gr.280532.125
.... Corresponding authors: chen_jiekai@gibh.ac.cn, lin_lihui@gibh.ac.cnAbstractIntegration of single-cell and spatial transcriptomes represents a fundamental strategy to enhance spatial data quality. However, existing methods for mapping single-cell data to spatial coordinates struggle with large-scale data sets...
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Method: Autoencoders for genomic variation analysis
- Margarita Geleta,
- Daniel Mas Montserrat,
- Xavier Giro-i-Nieto,
- and Alexander G. Ioannidis
Genome Res. February 2026 36: 348-360; Published in Advance January 20, 2026, doi:10.1101/gr.280086.124
..., Barcelona 08034, Spain; 3Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, California 94720, USA; 4Genomics Institute, University of California, Santa Cruz, Santa Cruz, California 95060, USA; 5Institute for Computational and Mathematical Engineering...
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