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Theilhaber et al. 12 (1): 165
.
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5059
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Method
:
Partitioned multi-MUM finding for scalable pangenomics with MumemtoM
Vikram S. Shivakumar
and
Ben Langmead
Genome Res.
February 2026
36
:
397
-
404
;
Published in Advance
November 7, 2025
,
doi:
10.1101/gr.280940.125
...pans be scalable. Specifically, we wish to be able to
find
conserved elements across pans in a way that scales to large pans and that can be updated incrementally when the pan grows further. Such methods will allow us build the common coordinate systems that will underlie future studies (Taylor et al...
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Method
:
Robust 16S rRNA classification based on a compressed LCA index
Omar Ahmed
,
Christina Boucher
,
and
Ben Langmead
Genome Res.
December 2025
35
:
2650
-
2660
;
Published in Advance
August 25, 2025
,
doi:
10.1101/gr.279846.124
...offsets where the substring occurred. This subsampled SA fits in a space budget of words, where r is the number of BWT runs. Compressed indexes are relevant for taxonomic
classification
because they enable
finding
and locating substrings while also compressing away repetitive sequence content. In practice...
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Perspective
:
Functional assays in
Drosophila
facilitate classification of variants of uncertain significance associated with rare diseases
Jung-Wan Mok
,
Shelley B. Gibson
,
Haley A. Dostalik
,
and
Shinya Yamamoto
Genome Res.
July 2025
35
:
1473
-
1484
;
Published in Advance
June 4, 2025
,
doi:
10.1101/gr.278291.123
.../AMP) guidelines to classify genetic variants into five categories: pathogenic, likely pathogenic, benign, likely benign, and variant(s) of uncertain significance (VUS) (Richards et al. 2015). Whereas the first four
classifications
could be useful in interpreting rare variants that are found in genes that have...
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Method
:
Exon Nomenclature And Classification of Transcripts (ENACT) provides a systematic framework to annotate exon attributes
Paras Verma
,
Deeksha Thakur
,
Deepanshi Awasthi
,
and
Shashi Bhushan Pandit
Genome Res.
June 2025
35
:
1440
-
1455
;
Published in Advance
May 7, 2025
,
doi:
10.1101/gr.279878.124
...remains limited owing to dearth of subsequent proteogenomic consequences. To coalesce the genomic information embedded in exons with isoform sequences, we present an innovative framework, “Exon Nomenclature And
Classification
of Transcripts” (ENACT). This centralizes exonic loci such that protein sequence...
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Method
:
Fast and space-efficient taxonomic classification of long reads with hierarchical interleaved XOR filters
Jens-Uwe Ulrich
and
Bernhard Y. Renard
Genome Res.
June 2024
34
:
914
-
924
;
Published in Advance
June 17, 2024
,
doi:
10.1101/gr.278623.123
...the highest F1- and F0.5-scores on the species level for the three mock communities, indicating the robustness of the
findings
. We attribute this improvement to using syncmers instead of minimizers, applying several iterative filter steps, and applying our EM algorithm for read
classification
refinement...
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Method
:
A simple method for finding related sequences by adding probabilities of alternative alignments
Martin C. Frith
Genome Res.
August 2024
34
:
1165
-
1173
;
Published in Advance
August 16, 2024
,
doi:
10.1101/gr.279464.124
...: mcfrith@edu.k.u-tokyo.ac.jpAbstractThe main way of analyzing genetic sequences is by
finding
sequence regions that are related to each other. There are many methods to do that, usually based on this idea:
Find
an alignment of two sequence regions, which would be unlikely to exist between unrelated...
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Method
:
Semisupervised adversarial neural networks for single-cell classification
Jacob C. Kimmel
and
David R. Kelley
Genome Res.
October 2021
31
:
1781
-
1793
;
Published in Advance
February 24, 2021
,
doi:
10.1101/gr.268581.120
.... Manual annotation is time-consuming, somewhat subjective, and error prone. Annotations influence the results of nearly all downstream analyses, motivating more robust algorithmic approaches for cell type annotation.Automated
classification
tools have been proposed to transfer annotations across data sets...
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Resource
:
Proactive functional classification of all possible missense single-nucleotide variants in
KCNQ4
Honglan Zheng
,
Xinhao Yan
,
Guanluan Li
,
Hengwei Lin
,
Siqi Deng
,
Wenhui Zhuang
,
Fuqiang Yao
,
Yu Lu
,
Xin Xia
,
Huijun Yuan
,
Li Jin
,
and
Zhiqiang Yan
Genome Res.
August 2022
32
:
1573
-
1584
;
Published in Advance
June 27, 2022
,
doi:
10.1101/gr.276562.122
...the heterozygous condition in Deafness nonsyndromic autosomal dominant 2 (DFNA2) patients caused by KCNQ4 variants, we coexpressed loss-of-function variants with wild-type KCNQ4 and found 516 variants showed impaired or only partially rescued heterogeneous channel function. Overall, our functional
classification
...
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Method
:
Classification and clustering of RNA crosslink-ligation data reveal complex structures and homodimers
Minjie Zhang
,
Irena T. Hwang
,
Kongpan Li
,
Jianhui Bai
,
Jian-Fu Chen
,
Tsachy Weissman
,
James Y. Zou
,
and
Zhipeng Lu
Genome Res.
May 2022
32
:
968
-
985
;
Published in Advance
March 24, 2022
,
doi:
10.1101/gr.275979.121
..., extracting structure information from such data presents unique challenges. Here, we introduce a set of computational tools for the systematic analysis of data from a wide variety of crosslink-ligation methods, specifically focusing on read mapping, alignment
classification
, and clustering. We design a new...
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Method
:
Centrifuge: rapid and sensitive classification of metagenomic sequences
Daehwan Kim
,
Li Song
,
Florian P. Breitwieser
,
and
Steven L. Salzberg
Genome Res.
December 2016
26
:
1721
-
1729
;
Published in Advance
October 17, 2016
,
doi:
10.1101/gr.210641.116
...Centrifuge: rapid and sensitive
classification
of metagenomic sequences Daehwan Kim 1 , 4 , Li Song 1 , 2 , 4 , Florian P. Breitwieser 1 , 4 and Steven L. Salzberg 1 , 2 , 3 1Center for Computational Biology, Mc...
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