ArticleGenes2026
Machine Learning-Based Identification of Hub Genes and Temporal Regulation Mechanisms in Zebrafish Fin Regeneration.
Xiaoying Jiang, Junli Zheng, Yuqin Shu, Yinjun Jiang, Cheng Guo
Abstract read
In one paragraphArticle 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.
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0citing papers in PubMed
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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 registryThe trial behind it
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
5 authors.
Xiaoying JiangState Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, China.
Junli ZhengState Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, China.
Yuqin ShuState Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, China.
Yinjun JiangState Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, China.
Cheng GuoDepartment of Clinical Laboratory, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, China.
Funding
National Natural Science Foundation of China 32403021Quzhou technology projects 2025K063
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Animal FinsMachine LearningRegenerationZebrafishZebrafish ProteinsAnimalsGene Expression ProfilingGene Expression RegulationGene Regulatory NetworksTranscriptomeZebrafish Proteinsfin regenerationmachine learningTO-GCNWGCNAzebrafish (Danio rerio)
Identifiers
PMID42194960
PMCPMC13205852
What OpenQuestion holds
Textmetadata
LicenceCC BY
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