Evidence map›Paper›PMID 42717737›Full record

ArticleProteomics. Clinical applications2026

The Multi-Omics Landscape of Enzymatic Alterations in Systemic Lupus Erythematosus.

Lingling Zhou, Qinxin Zhang, Wei Zhang, Yong Dai

Abstract read
In one paragraph

Article in Proteomics. Clinical applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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 registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Lingling Zhou *School of Medicine, Anhui University of Science & Technology, Huainan, China.
Qinxin Zhang *Department of Clinical Laboratory, Peking University Shenzhen Hospital, Shenzhen, China.ORCID https://orcid.org/0009-0003-5453-2547
Wei ZhangDepartment of Clinical Laboratory, Peking University Shenzhen Hospital, Shenzhen, China.ORCID https://orcid.org/0000-0002-4375-0368
Yong DaiSchool of Medicine, Anhui University of Science & Technology, Huainan, China.ORCID https://orcid.org/0000-0002-6840-9158

Funding

Graduate Innovation Fund Project of Anhui University of Science & Technology 2024cx2204Scientific Research Foundation for High-level Talents of Anhui University of Science and Technology 2024yjrc50
6 · The paper itself

Abstract

objectiveSystemic lupus erythematosus (SLE) is an autoimmune disease closely associated with enzyme dysfunction, yet its underlying molecular mechanisms remain incompletely understood. This study aims to characterize enzyme-network alterations associated with SLE status and disease activity and to identify candidate molecules with potential clinical relevance.

methodsWe integrated proteomic and phosphoproteomic data from peripheral blood mononuclear cells (PBMCs) of 130 SLE patients and 90 healthy controls (HC), along with transcriptomic data from 1461 SLE patients. Through systematic analysis of key enzyme phosphorylation sites, upstream transcription factors (TFs), and computationally prioritized candidate compounds, we sought to characterize enzyme-centered regulatory associations.

resultsIntegrated proteomic and phosphoproteomic analyses revealed significant metabolic and signaling pathway disturbances, along with distinct phosphorylation patterns in SLE immune cells. Multiple SLE-associated and disease-activity-associated candidate molecules were identified. Regulatory network analysis uncovered an upstream transcription factor cluster centered around STAT1. Computational drug screening identified computationally prioritized candidate compounds with multi-gene DSigDB associations, which require further clinical safety evaluation and experimental validation.

conclusionsThis study constructs a molecular map of SLE, highlighting associations between enzyme-network alterations, catalytic dysregulation, and SLE-related immune molecular signatures, and identifies candidate molecules for future clinical and functional evaluation.

Indexed as

Lupus Erythematosus, SystemicProteomicsHumansLeukocytes, MononuclearMultiomicscandidate moleculescomputational drug prioritizationenzymesphosphorylationsystemic lupus erythematosus (SLE)therapeutic targets

Identifiers

PMID42717737
PMCPMC13559198

What Socratic holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.