ArticleFrontiers in immunology2023
Characterisation of macrophage infiltration and polarisation based on integrated transcriptomic and histological analyses in Primary Sjögren's syndrome.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Insights into the pathogenesis of rheumatic and immune diseases from single-cell omics.Frontiers in immunology · 2026Pooled it
- Diet and Medicinal Herbs as Adjunctive Approaches to Immune Homeostasis in Sjögren's Disease.International journal of molecular sciences · 2026Review
- mTOR signaling pathway in primary Sjögren's syndrome: Pathogenesis and potential therapeutic targets (Review).International journal of molecular medicine · 2026Review
- Exercise-Induced Irisin: A Novel Strategy for Neuroinflammation Alleviation and Neurorepair in Diabetic Retinopathy.International journal of molecular sciences · 2026Review
- Integrated multi-omics analysis reveals shared IFN-γ-associated monocyte signatures in primary Sjögren's syndrome and Alzheimer's disease.Frontiers in immunology · 2026Article
- Fixation matters: duration in fixative prior to immunofluorescent analysis directly impacts macrophage visualization in epithelial tissues.Discovery immunology · 2026Article
- Macrophage polarization in Sjögren's syndrome: from mechanisms to therapeutic translation.Frontiers in immunology · 2026Review
- Identification and validation of necroptosis-related genes in peripheral blood mononuclear cells of Sjögren disease.Frontiers in medicine · 2026Article
- Engineered nanozyme immunomodulator for xerostomia treatment via regulating submandibular salivary gland.Materials today. Bio · 2025Article
- Salivary gland cell senescence in Sjögren's syndrome: current research and novel therapeutic directions.Immunity & ageing : I & A · 2025Review
- Immunomodulation of salivary gland function due to cancer therapy.Oral diseases · 2025Review
- Review
- Application of imaging mass cytometry for spatially profiling the microenvironment of salivary glands in primary Sjögren's syndrome.Cell death & disease · 2025Article
- Article
- M6A Modified miR-31-5p Suppresses M1 Macrophage Polarization and Autoimmune Dry Eye by Targeting P2RX7.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Common pathological mechanisms and therapeutic strategies in primary Sjogren's syndrome and primary biliary cholangitis: from tissue immune microenvironment to targeted therapy.Frontiers in immunology · 2025Review
- Genetic relationship between Sjögren's syndrome and abdominal aortic aneurysm: insights from a European population's genome-wide association analysis.Frontiers in cardiovascular medicine · 2025Article
- Prognostic value ofFrontiers in cardiovascular medicine · 2025Article
- Salivary gland macrophages in health and disease: heterogeneity, niche crosstalk, and therapeutic avenues.Frontiers in immunology · 2025Review
- Single-cell transcriptomic analysis uncovers heterogeneity in the labial gland microenvironment of primary Sjögren's syndrome.Journal of translational autoimmunity · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Primary Sjögren's syndrome (pSS) is a progressive inflammatory autoimmune disease. Immune cell infiltration into glandular lobules and ducts and glandular destruction are the pathophysiological hallmarks of pSS. Macrophages are one of the most important cells involved in the induction and regulation of an inflammatory microenvironment. Although studies have reported that an abnormal tissue microenvironment alters the metabolic reprogramming and polarisation status of macrophages, the mechanisms driving macrophage infiltration and polarisation in pSS remain unclear. Methods: Immune cell subsets were characterised using the single-cell RNA sequencing (scRNA-seq) data of peripheral blood mononuclear cells (PBMCs) from patients with pSS (n = 5) and healthy individuals (n = 5) in a public dataset. To evaluate macrophage infiltration and polarisation in target tissues, labial salivary gland biopsy tissues were subjected to histological staining and bulk RNA-seq (pSS samples, n = 24; non-pSS samples, n = 12). RNA-seq data were analysed for the construction of macrophage co-expression modules, enrichment of biological processes and deconvolution-based screening of immune cell types. Results: Detailed mapping of PBMCs using scRNA-seq revealed five major immune cell subsets in pSS, namely, T cells, B cells, natural killer (NK) cells, dendritic cells (DCs) and monocyte-macrophages. The monocyte-macrophage subset was large and had strong inflammatory gene signatures. This subset was found to play an important role in the generation of reactive oxygen species and communicate with other innate and adaptive immune cells. Histological staining revealed that the number of tissue-resident macrophages was high in damaged glandular tissues, with the cells persistently surrounding the tissues. Analysis of RNA-seq data using multiple algorithms demonstrated that the high abundance of pro-inflammatory M1 macrophages was accompanied by the high abundance of other infiltrating immune cells, senescence-associated secretory phenotype and evident metabolic reprogramming. Conclusion: Macrophages are among the most abundant innate immune cells in PBMCs and glandular tissues in patients with pSS. A bidirectional relationship exists between macrophage polarisation and the inflammatory microenvironment, which may serve as a therapeutic target for pSS.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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 OpenQuestion graph.