Detecting the Pre-Disease State of Single Sample Through the Change in Local Network Enrichment Level.

Zhenshen Bao, Ying Wang, Zhiyu Liu, Xianbin Li, Yunfei Bai

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. 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

5 authors.

Zhenshen BaoSchool of Information Engineering, Taizhou University, Taizhou 225300, China.

Ying WangState Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing 211189, China.

Zhiyu LiuCollege of Rehabilitation and Physical Education, Nanjing Normal University of Special Education, Nanjing 210038, China.ORCID 0000-0002-1678-5960

Xianbin LiSchool of Computer and Big Data Science, Jiujiang University, Jiujiang 332000, China.ORCID 0000-0002-9196-7027

Yunfei BaiState Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing 211189, China.ORCID 0000-0002-4088-4117

Funding

National Natural Science Foundation of China 62102104 and 62202115

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Computational BiologyGene Regulatory NetworksInfluenza, HumanNeoplasmsAlgorithmsHumansdramatic shiftenrichment levellocal networkpre-disease statesingle sample

Identifiers

PMID42074543

DOI10.3390/genes17040425

PMCPMC13116558

What OpenQuestion holds

Textmetadata

LicenceCC BY

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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.