Back

BiomiX-Driven Multi-Omics Integration of PRECISESADS Data Reveals Lysophosphatidic Acid and Metabolic Pathway Signatures in B Cells and Immune Macroenvironment in Sjogren's Disease

Iperi, C.; Fernandez-Ochoa, A.; Marec, N.; Pochard, P.; Pers, J.-O.; Barturen, G.; Alarcon-Riquelme, M.; PRECISESADS Flow Cytometry Study Group, ; PRECISESADS Clinical Consortium, ; Quirantes-Pine, R.; Borras-Linares, I.; Segura-Carretero, A.; Devauchelle-pensec, V.; Cornec, D.; Jamin, C.; Bordron, A.

2025-12-02 immunology
10.64898/2025.11.30.690253 bioRxiv
Show abstract

ObjectiveSjogrens disease (SjD) is a systemic autoimmune disorder characterized by lymphocytic infiltration of exocrine glands, resulting in xerostomia, keratoconjunctivitis sicca, fatigue, arthralgia, and systemic organ involvement. This study aimed to characterize the metabolic and immune dysregulation of SjD using a multi-omics approach, focusing on the metabolic environment and B-cell transcriptomic responses. MethodsTranscriptomic, methylomic, and metabolomic datasets from whole blood, plasma, and urine of 293 SjD patients and 508 controls were analyzed from the PRECISESADS study. B-cell transcriptomes were included to link systemic metabolic alterations to cell-intrinsic immune programs. Multi-omics factor analysis (MOFA) was used to integrate data and identify discriminant molecular drivers. ResultsMulti-omics integration revealed metabolic rewiring involving the urea cycle, glutamine/arginine metabolism, and NAD depletion linked to interferon signaling. Among the strongest contributors, plasma lysophosphatidic acids (LPA) emerged as key discriminants associated with interferon-driven activation. B-cell transcriptomes showed upregulation of LPA-related genes (CERS6, INPP1, TRIP6), and its receptor LPAR6. Importantly, in this study LPAR6 protein expression was confirmed in B cells for the first time. Secondary findings included alterations in sphingosine-1-phosphate (S1P) metabolism, suggesting a broader lysophospholipid signaling axis. ConclusionsThis study identifies the LPA-LPAR6 signaling axis as a potential metabolic driver of B-cell activation and interferon-associated inflammation in SjD, highlighting a previously unrecognized immunometabolic pathway. These findings highlight LPA-LPAR6 as a candidate target for therapeutic modulation in SjD, while also implicating S1P signaling as a complementary regulatory mechanism.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Frontiers in Immunology
638 papers in training set
Top 0.2%
23.2%
2
Clinical Immunology
21 papers in training set
Top 0.1%
19.2%
3
Journal of Autoimmunity
10 papers in training set
Top 0.1%
7.0%
4
Journal of Neuroinflammation
61 papers in training set
Top 0.4%
3.3%
50% of probability mass above
5
International Journal of Molecular Sciences
494 papers in training set
Top 3%
3.3%
6
Arthritis & Rheumatology
36 papers in training set
Top 0.2%
3.3%
7
Scientific Reports
3612 papers in training set
Top 49%
2.0%
8
Annals of the Rheumatic Diseases
36 papers in training set
Top 0.3%
2.0%
9
European Journal of Immunology
60 papers in training set
Top 0.7%
1.8%
10
The Journal of Immunology
166 papers in training set
Top 1%
1.8%
11
Cell Communication and Signaling
51 papers in training set
Top 0.5%
1.8%
12
Journal of Translational Medicine
57 papers in training set
Top 0.7%
1.8%
13
Journal of Leukocyte Biology
42 papers in training set
Top 0.4%
1.6%
14
PLOS ONE
5266 papers in training set
Top 53%
1.2%
15
eBioMedicine
183 papers in training set
Top 4%
1.2%
16
Cells
249 papers in training set
Top 5%
1.1%
17
PLOS Pathogens
820 papers in training set
Top 9%
0.9%
18
Immunology
28 papers in training set
Top 0.6%
0.9%
19
Genes & Immunity
11 papers in training set
Top 0.2%
0.9%
20
iScience
1154 papers in training set
Top 33%
0.9%
21
RMD Open
14 papers in training set
Top 0.2%
0.9%
22
eLife
5828 papers in training set
Top 63%
0.9%
23
Clinical and Experimental Immunology
12 papers in training set
Top 0.1%
0.9%
24
Genome Medicine
183 papers in training set
Top 6%
0.6%
25
Microbiology Spectrum
469 papers in training set
Top 11%
0.5%
26
Journal of Allergy and Clinical Immunology
27 papers in training set
Top 0.7%
0.5%
27
The Journal of Infectious Diseases
202 papers in training set
Top 5%
0.5%
28
Computational and Structural Biotechnology Journal
242 papers in training set
Top 9%
0.5%
29
Nature Communications
5641 papers in training set
Top 61%
0.5%
30
Brain, Behavior, and Immunity
116 papers in training set
Top 2%
0.5%