Literature DB >> 33758305

Transcriptomic insight into the translational value of two murine models in human atopic dermatitis.

Young-Won Kim1, Eun-A Ko2, Sung-Cherl Jung2, Donghee Lee1, Yelim Seo1, Seongtae Kim1, Jung-Ha Kim3, Hyoweon Bang1, Tong Zhou4, Jae-Hong Ko5.   

Abstract

This study sought to develop a novel diagnostic tool for atopic dermatitis (AD). Mouse transcriptome data were obtained via RNA-sequencing of dorsal skin tissues of CBA/J mice affected with contact hypersensitivity (induced by treatment with 1-chloro-2,4-dinitrobenzene) or brush stimulation-induced AD-like skin condition. Human transcriptome data were collected from German, Swedish, and American cohorts of AD patients from the Gene Expression Omnibus database. edgeR and SAM algorithms were used to analyze differentially expressed murine and human genes, respectively. The FAIME algorithm was then employed to assign pathway scores based on KEGG pathway database annotations. Numerous genes and pathways demonstrated similar dysregulation patterns in both the murine models and human AD. Upon integrating transcriptome information from both murine and human data, we identified 36 commonly dysregulated differentially expressed genes, which were designated as a 36-gene signature. A severity score (AD index) was applied to each human sample to assess the predictive power of the 36-gene AD signature. The diagnostic power and predictive accuracy of this signature were demonstrated for both AD severity and treatment outcomes in patients with AD. This genetic signature is expected to improve both AD diagnosis and targeted preclinical research.

Entities:  

Year:  2021        PMID: 33758305     DOI: 10.1038/s41598-021-86049-w

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  42 in total

1.  KEGG: kyoto encyclopedia of genes and genomes.

Authors:  M Kanehisa; S Goto
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

Review 2.  Toward understanding the origin and evolution of cellular organisms.

Authors:  Minoru Kanehisa
Journal:  Protein Sci       Date:  2019-09-09       Impact factor: 6.725

Review 3.  Immunological mechanisms of contact hypersensitivity in mice.

Authors:  Anne Deen Christensen; Claus Haase
Journal:  APMIS       Date:  2011-11-11       Impact factor: 3.205

Review 4.  Animal models of atopic dermatitis.

Authors:  Haoli Jin; Rui He; Michiko Oyoshi; Raif S Geha
Journal:  J Invest Dermatol       Date:  2009-01       Impact factor: 8.551

5.  Effect of epinastine hydrochloride on murine self-scratching behavior after skin-scratching stimulation.

Authors:  Halifu Yilinuer; Junichi Yamaoka; Seiji Kawana
Journal:  Arch Dermatol Res       Date:  2009-11-24       Impact factor: 3.017

Review 6.  Atopic dermatitis: a practice parameter update 2012.

Authors:  Lynda Schneider; Stephen Tilles; Peter Lio; Mark Boguniewicz; Lisa Beck; Jennifer LeBovidge; Natalija Novak; David Bernstein; Joann Blessing-Moore; David Khan; David Lang; Richard Nicklas; John Oppenheimer; Jay Portnoy; Christopher Randolph; Diane Schuller; Sheldon Spector; Stephen Tilles; Dana Wallace
Journal:  J Allergy Clin Immunol       Date:  2013-02       Impact factor: 10.793

7.  A transient unresponsive state of self-scratching behaviour is induced in mice by skin-scratching stimulation.

Authors:  Junichi Yamaoka; Seiji Kawana
Journal:  Exp Dermatol       Date:  2007-09       Impact factor: 3.960

8.  An integrated epigenetic and transcriptomic analysis reveals distinct tissue-specific patterns of DNA methylation associated with atopic dermatitis.

Authors:  Elke Rodríguez; Hansjörg Baurecht; Anna Franziska Wahn; Anja Kretschmer; Melanie Hotze; Sonja Zeilinger; Norman Klopp; Thomas Illig; Katharina Schramm; Holger Prokisch; Brigitte Kühnel; Christian Gieger; Jürgen Harder; Liliana Cifuentes; Natalija Novak; Stephan Weidinger
Journal:  J Invest Dermatol       Date:  2014-02-13       Impact factor: 8.551

9.  Prediction of itching diagnostic marker through RNA sequencing of contact hypersensitivity and skin scratching stimulation mice models.

Authors:  Young-Won Kim; Tong Zhou; Eun-A Ko; Seongtae Kim; Donghee Lee; Yelim Seo; Nahee Kwon; Taeyeon Choi; Heejung Lim; Sungvin Cho; Gwanhui Bae; Yuseong Hwang; Dojin Kim; Hyewon Park; Minjae Lee; Eunkyung Jang; Jeongyoon Choi; Hyemi Bae; Inja Lim; Hyoweon Bang; Jae-Hong Ko
Journal:  Korean J Physiol Pharmacol       Date:  2019-02-15       Impact factor: 2.016

10.  KEGG: integrating viruses and cellular organisms.

Authors:  Minoru Kanehisa; Miho Furumichi; Yoko Sato; Mari Ishiguro-Watanabe; Mao Tanabe
Journal:  Nucleic Acids Res       Date:  2021-01-08       Impact factor: 16.971

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