Evidence map›Paper›PMID 41898797›Full record

ArticleGenes2026

High-Resolution Microbial Fingerprinting for Forensic Individual Identification: A Proof-of-Concept Study Integrating 2bRAD-M and Hierarchical Attention Network.

Haoran Li, Zhiyao Yu, Zhijing Wu, Yuxin Lin, Tao Liu, Yuli Liu, Juan An, Jing Zhao, Yan Liu, Xueman Ma and 1 more

Abstract read
In one paragraph

Article in Genes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Haoran LiDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Zhiyao YuDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Zhijing WuDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Yuxin LinDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Tao LiuDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Yuli LiuDepartment of Computer Technology and Applications, Qinghai University, Xining 810016, China.
Juan AnDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Jing ZhaoDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Yan LiuDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Xueman MaDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.
Haiyan WangDepartment of Basic Medical Sciences, Qinghai University Medical College, Xining 810016, China.ORCID 0000-0003-0218-3771

Funding

National Natural Science Foundation of China 32260187 to H.W.
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

DNA FingerprintingForensic GeneticsMicrobiotaSalivaHumansProof of Concept StudySkin Microbiome2bRAD-Mforensic microbiologyhierarchical attention networkmachine learningmicrobiome identificationpublic databasessaliva microbiomeskin microbiome

Identifiers

PMID41898797
PMCPMC13025914

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.