Evidence map›Paper›PMID 41951433›Full record

ArticleGenome research2026

Enabling efficient and robust analysis of tandem repeats in genomic data using Wavefront-based String Decomposer.

Junhai Qi, Zhidong Yang, Ting Yu, Guojun Li

Abstract read
In one paragraph

Article in Genome research, 2026. 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Junhai QiResearch Center for Mathematics and Interdisciplinary Sciences (Frontiers Science Center for Nonlinear Expectations), Shandong University, Qingdao, Shandong 266237, China.
Zhidong YangDepartment of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong S.A.R. 999077, China.
Ting YuResearch Center for Mathematics and Interdisciplinary Sciences (Frontiers Science Center for Nonlinear Expectations), Shandong University, Qingdao, Shandong 266237, China; tingy@sdu.edu.cn gjli@sdu.edu.cn.
Guojun LiResearch Center for Mathematics and Interdisciplinary Sciences (Frontiers Science Center for Nonlinear Expectations), Shandong University, Qingdao, Shandong 266237, China; tingy@sdu.edu.cn gjli@sdu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tandem repeat (TR) analysis is crucial for understanding genome structure and variation. However, string decomposition, a key challenge in TRs analysis, remains computationally demanding. In this study, we introduce

Indexed as

AlgorithmsGenomicsTandem Repeat SequencesHumansSequence Analysis, DNA

Identifiers

PMID41951433
PMCPMC13262951

What OpenQuestion holds

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Registered trials

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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.