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Method: Accurate detection of tandem repeats from error-prone sequences with EquiRep
- Zhezheng Song,
- Tasfia Zahin,
- Xiang Li,
- and Mingfu Shao
Genome Res. December 2025 35: 2714-2721; Published in Advance August 21, 2025, doi:10.1101/gr.280750.125
...step in this process is the prediction of a consensus sequence derived from long reads, providing a highly accurate reconstruction of the original template (e.g., circular RNA). This step requires in silico intervention and typically employs widely used tandem repeat detection tools for consensus...
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Method: Accurate short-read alignment through r-index-based pangenome indexing
- Rahul Varki,
- Massimiliano Rossi,
- Eddie Ferro,
- Marco Oliva,
- Erik Garrison,
- Ben Langmead,
- and Christina Boucher
Genome Res. July 2025 35: 1609-1620; Published in Advance June 12, 2025, doi:10.1101/gr.279858.124
...Accurate short-read alignment through r-index-based pan indexing Rahul Varki1,4, Massimiliano Rossi1,4, Eddie Ferro1, Marco Oliva1, Erik Garrison2, Ben Langmead3 and Christina Boucher1 1Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida 32611...
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Method: Quantifying full-length circular RNAs in cancer
- Ken Hung-On Yu,
- Christina Huan Shi,
- Bo Wang,
- Savio Ho-Chit Chow,
- Grace Tin-Yun Chung,
- Raymond Wai-Ming Lung,
- Ke-En Tan,
- Yat-Yuen Lim,
- Anna Chi-Man Tsang,
- Kwok-Wai Lo,
- and Kevin Y. Yip
Genome Res. December 2021 31: 2340-2353; Published in Advance October 18, 2021, doi:10.1101/gr.275348.121
...-splicing junctions. Third, psirc quantifies linear and circular transcript isoforms together, allowing it to accurately determine the relative expression levels of the linear and circular isoforms.We have found that for some differentially expressed circRNA isoforms between NPC and NP, their expression levels were...
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Method: Highly accurate assembly polishing with DeepPolisher
- Mira Mastoras,
- Mobin Asri,
- Lucas Brambrink,
- Prajna Hebbar,
- Alexey Kolesnikov,
- Daniel E. Cook,
- Maria Nattestad,
- Julian Lucas,
- Taylor S. Won,
- Pi-Chuan Chang,
- Andrew Carroll,
- Benedict Paten,
- Kishwar Shafin,
- and and the Human Pangenome Reference Consortium
Genome Res. July 2025 35: 1595-1608; Published in Advance May 19, 2025, doi:10.1101/gr.280149.124
...The first affiliated hospital of Xi'an Jiaotong University, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China; Corresponding authors: awcarroll@google.com, bpaten@ucsc.edu, shafin@google.comAbstractAccurate assemblies are essential for biological research, but even the highest...
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Method: Nanopore-based consensus sequencing enables accurate multimodal tumor cell-free DNA profiling
- Li-Ting Chen,
- Myrthe Jager,
- Dàmi Rebergen,
- Geertruid J. Brink,
- Tom van den Ende,
- Willem Vanderlinden,
- Pauline Kolbeck,
- Marc Pagès-Gallego,
- Ymke van der Pol,
- Nicolle Besselink,
- Norbert Moldovan,
- Nizar Hami,
- Wigard P. Kloosterman,
- Hanneke van Laarhoven,
- Florent Mouliere,
- Ronald Zweemer,
- Jan Lipfert,
- Sarah Derks,
- Alessio Marcozzi,
- and Jeroen de Ridder
Genome Res. April 2025 35: 886-899; Published in Advance January 13, 2025, doi:10.1101/gr.279144.124
...are essential for detecting TFs below 3%. NanoRCS provides an opportunity for cost-effective and rapid sample processing, which aligns well with clinical needs, particularly in settings where quick and accurate cancer monitoring is essential for personalized treatment strategies.A recent advancement in cancer...
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Method: Highly accurate reference and method selection for universal cross–data set cell type annotation with CAMUS
- Qunlun Shen,
- Shuqin Zhang,
- and Shihua Zhang
Genome Res. November 2025 35: 2527-2538; Published in Advance October 1, 2025, doi:10.1101/gr.280821.125
.... To this end, we present a cross–data set cell type annotation methodology with a universal reference data and method selection strategy (CAMUS) to achieve highly accurate and efficient annotations. We demonstrate the advantages of CAMUS by conducting comprehensive analyses on 672 pairs of cross-species scRNA...
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Method: Accurate fusion transcript identification from long- and short-read isoform sequencing at bulk or single-cell resolution
- Qian Qin,
- Victoria Popic,
- Kirsty Wienand,
- Houlin Yu,
- Emily White,
- Akanksha Khorgade,
- Asa Shin,
- Christophe Georgescu,
- Catarina D. Campbell,
- Arthur Dondi,
- Niko Beerenwinkel,
- Francisca Vazquez,
- Aziz M. Al'Khafaji,
- and Brian J. Haas
Genome Res. April 2025 35: 967-986; Published in Advance March 14, 2025, doi:10.1101/gr.279200.124
...in diverse adult and pediatric cancers. Accurate detection of fusion transcripts is essential in cancer clinical diagnostics and prognostics and for guiding therapeutic development. Most currently available methods for fusion transcript detection are compatible with Illumina RNA-seq involving highly accurate...
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Research: Accurate genotyping of three major respiratory bacterial pathogens with ONT R10.4.1 long-read sequencing
- Nora Zidane,
- Carla Rodrigues,
- Valérie Bouchez,
- Martin Rethoret-Pasty,
- Virginie Passet,
- Sylvain Brisse,
- and Chiara Crestani
Genome Res. August 2025 35: 1758-1766; Published in Advance June 2, 2025, doi:10.1101/gr.279829.124
...diagnostics and public health surveillance owing to their high throughput and low error rates (Fox et al. 2014; Pfeiffer et al. 2018). This has provided scientists worldwide with high-resolution data for bacterial strain subtyping, which is indispensable for accurate and reliable public health surveillance...
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Method: Rapid and accurate demultiplexing of direct RNA nanopore sequencing data with SeqTagger
- Leszek P. Pryszcz,
- Gregor Diensthuber,
- Laia Llovera,
- Rebeca Medina,
- Anna Delgado-Tejedor,
- Luca Cozzuto,
- Julia Ponomarenko,
- and Eva Maria Novoa
Genome Res. April 2025 35: 956-966; Published in Advance January 29, 2025, doi:10.1101/gr.279290.124
...leads to robust and accurate demultiplexing statistics, it is computationally expensive, limited to four barcodes, and does not support newer RNA004 kit chemistries.We hypothesized that training a DNA basecaller that could directly basecall a DNA barcode sequence present in the RTA, which is ligated...
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Method: BINDER achieves accurate identification of hierarchical TADs by comprehensively characterizing consensus TAD boundaries
- Yangyang Liu,
- Bingqiang Liu,
- and Juntao Liu
Genome Res. May 2025 35: 1194-1208; Published in Advance March 17, 2025, doi:10.1101/gr.279647.124
...structures, hierarchical TADs play important roles in epigenetic organization, transcriptional activity, gene regulation, and cell differentiation. Currently, it remains a highly challenging task to accurately identify hierarchical TADs in a computational manner. The key bottleneck for existing TAD callers...

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