ArticleFrontiers in immunology2026
Nurr1 deficiency orchestrates a coupled liver-gut pathological axis revealed by multi-omics and deep-learning histopathology.
Shah Faisal, Ibad Ullah, Piniel Alphayo Kambey, Abdul Malik, Muhammad Adeel Ejaz, Sajjad Ali Shah, Yin-Xiong Li
Erratum issuedAbstract read
In one paragraphArticle in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.
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0cells of the map it votes in
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
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4 · The recordCorrections and comments
5 · Who and what moneyAuthors and funding
7 authors.
Shah FaisalAffiliation Center for Cell Lineage Technology and Engineering, Guangdong Provincial Key Laboratory of Biocomputing, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
Ibad UllahFaculty of Computing Riphah International University, Islamabad, Pakistan.
Piniel Alphayo KambeyMedical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Abdul MalikAffiliation Center for Cell Lineage Technology and Engineering, Guangdong Provincial Key Laboratory of Biocomputing, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
Muhammad Adeel EjazMedical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Sajjad Ali ShahGuangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
Yin-Xiong LiAffiliation Center for Cell Lineage Technology and Engineering, Guangdong Provincial Key Laboratory of Biocomputing, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
Funding
No grant is acknowledged in the PubMed record.
6 · The paper itselfAbstract
Indexed as
Deep LearningLiverNuclear Receptor Subfamily 4, Group A, Member 2AnimalsDisease Models, AnimalHumansLiver CirrhosisMiceMice, KnockoutMultiomicsNr4a2 protein, mouseNuclear Receptor Subfamily 4, Group A, Member 2AI driven phenotypingconvolutional neural networkCRISPR–Cas9 haploinsufficiencydeep learning histopathologygenotype-to-phenotype mapliver–gut axismulti-omicsNurr1 (NR4A2)
Identifiers
PMID42382779
PMCPMC13316164
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