Evidence map›Paper›PMID 40060500›Full record

ArticlebioRxiv : the preprint server for biology2025

Run-length compressed metagenomic read classification with SMEM-finding and tagging.

Lore Depuydt, Omar Y Ahmed, Jan Fostier, Ben Langmead, Travis Gagie

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Lore DepuydtDepartment of Information Technology - IDLab, Ghent University - imec.ORCID 0000-0001-8517-0479
Omar Y AhmedDepartment of Computer Science, Johns Hopkins University.ORCID 0000-0002-9933-8508
Jan FostierDepartment of Information Technology - IDLab, Ghent University - imec.ORCID 0000-0002-9994-8269
Ben LangmeadDepartment of Computer Science, Johns Hopkins University.ORCID 0000-0003-2437-1976
Travis GagieFaculty of Computer Science, Dalhousie University.ORCID 0000-0003-3689-327X

Funding

Personal and panel references for improved alignmentR01HG011392 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI LANGMEAD, BENJAMIN THOMAS · 2020 to 2025
$4.2M
NHGRI NIH HHS R01 HG011392
6 · The paper itself

Abstract

Metagenomic read classification is a fundamental task in computational biology, yet it remains challenging due to the scale, diversity, and complexity of sequencing datasets. We propose a novel, run-length compressed index based on the move structure that enables efficient multi-class metagenomic classification in

Identifiers

PMID40060500
PMCPMC11888359

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.