ArticleInternational journal of molecular sciences2026
Single-Nucleus Transcriptional Profiling Revealed Cell Diversity and Albino Mutation Mechanism in the Skin of
Lu Zhang, Jian Zhou, Qiang Li, Hongyu Ke, Zhipeng Huang, Zhongmeng Zhao, Han Zhao, Chengyan Mou, Wei Fan, Yuanliang Duan
Abstract read
In one paragraphArticle in International journal of molecular sciences, 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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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
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4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
10 authors.
Lu ZhangFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Jian ZhouFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.ORCID 0000-0001-6718-2724 Qiang LiFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Hongyu KeFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Zhipeng HuangFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Zhongmeng ZhaoFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.ORCID 0000-0003-4948-4715 Han ZhaoFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Chengyan MouFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Wei FanNeijiang Academy of Agricultural Sciences, Neijiang 641000, China.
Yuanliang DuanFisheries Research Institute, Sichuan Academy of Agricultural Sciences (Sichuan Fisheries Research Institute), Chengdu 611731, China.
Funding
China agriculture research system of MOF and MARA CARS-46Sichuan feshwater fish innovation team of the national modern agricultural industrial technology system, and Sichuan science and technology planning project 2021YFYZ0015
6 · The paper itselfAbstract
Body color is the most prominent phenotypic trait in animals. To investigate the molecular regulatory mechanisms underlying skin pigmentation and body color in
Indexed as
MutationSkinSkin PigmentationAnimalsFishesGene Expression ProfilingGene Regulatory NetworksMelaninsMelanocytesSingle-Cell AnalysisTranscriptomeMelaninsChanna arguspigment cellsskinsnRNA-seq
Identifiers
PMID41596666
PMCPMC12841621
What Socratic holds
Textmetadata
LicenceCC BY
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