Home LiteratureArticle Details
PMID: 42786248 Published · epublish English Journal Article

Multi-omics characterization of Yao syndrome identifies three pathophysiological axes and disease-specific divergence from Blau syndrome.

Zhang J, Huang X, Liu G, Zhou X, Li C, Shen M

Abstract

Yao syndrome (YAOS, OMIM #617321) is a NOD2-associated systemic autoinflammatory disease whose molecular pathophysiology remains uncharacterized, with no patient-level omics data reported. We performed the first integrated multi-omics characterization of YAOS. Peripheral blood mononuclear cell (PBMC) transcriptomics (RNA-seq; DESeq2), quantitative plasma proteomics (7352 proteins; DIA-MS/DIA-NN), and untargeted metabolomics (1051 MS2-annotated metabolites) were performed on six YAOS patients carrying NOD2 variants across all four functional domains (CARD, NBD, NBD-LRR junction, LRR) and healthy controls (HC). Analyses included transcription factor (TF) activity inference, CIBERSORTx immune deconvolution, co-expression network analysis, drug target mapping, and parallel transcriptomic comparison with Blau syndrome (n = 3). Despite >100-fold C-reactive protein (CRP) variation (0.31-36.34 mg/L) and regimens ranging from no treatment to quadruple immunosuppression, 600 differentially expressed genes (DEGs) were identified (|log₂FC|> 1, false discovery rate [FDR] < 0.05). NF-κB was the dominant transcriptional program (TF activity P= 0.008). Cross-platform integration identified three convergent pathophysiological axes: NF-κB/pyroptosis-driven innate immune activation (7/7 effectors directionally concordant between transcriptome and proteome), metabolic reprogramming linked to acylcarnitine accumulation (log₂FC = +0.75 to +1.42, nominal P<0.05), and gut-immune axis disruption. This inflammatory architecture persisted across all regimens examined. Drug target mapping indicated that none of the six currently targeted gene products reached transcriptomic significance, whereas three untargeted nodes-RELA, gasdermin D (GSDMD), and tyrosine kinase 2 (TYK2)-were among the most significantly upregulated (all FDR < 0.001). Receptor-interacting serine/threonine-protein kinase 2 (RIPK2) emerged as the top co-expression hub. Parallel comparison with Blau syndrome (BS, OMIM #186580) revealed qualitatively distinct effector programs-pyroptosis execution with M1 polarization in YAOS versus inflammasome activation without pyroptosis in BS. This first patient-level multi-omics characterization of a NOD2-associated autoinflammatory disease identifies a convergent, YAOS-specific inflammatory architecture and a treatment-target mismatch, generating mechanistic and therapeutic hypotheses that require validation in adequately powered cohorts.

Keywords
Autoinflammatory disease Blau syndrome Multi-omics NF-κB NOD2 Pyroptosis RIPK2 Yao syndrome
MeSH Terms
Humans Uveitis/genetics,metabolism,physiopathology Nod2 Signaling Adaptor Protein/genetics Arthritis/genetics,metabolism,physiopathology Multiomics Synovitis/genetics,metabolism,physiopathology Hereditary Autoinflammatory Diseases/genetics Female Sarcoidosis/genetics Proteomics Male Leukocytes, Mononuclear/metabolism Transcriptome Adult Metabolomics Dermatitis Fever
Chemicals
Nod2 Signaling Adaptor Protein NOD2 protein, human
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Zhang Jingyuan
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China.
Huang Xin
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China.
Liu Guishan
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China.
Zhou Xuan
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China.
Li Chunlei
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China.
Shen Min
Department of Rare Diseases, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences & Peking Union Medical College, NO.1 Shuaifuyuan, Dongcheng District, Beijing, China. shenmpumch@163.com. | State Key Laboratory of Complex Severe and Rare Diseases, PUMCH, Beijing, China. shenmpumch@163.com. | Department of Rheumatology and Clinical Immunology, PUMCH, Beijing, China. shenmpumch@163.com. | National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China. shenmpumch@163.com. | Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Beijing, 100730, China. shenmpumch@163.com.
Article Info
Journal
Inflammation research : official journal of the European Histamine Research Society ... [et al.]
Abbr.
Inflamm Res
ISSN
1420-908X
Published
2026-09-24
Epub
2026-00-24
Language
English
Region
Switzerland
NLM ID
9508160
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com