# Upregulation of interferon-γ activation in patients with anti-interferon-γ autoantibodies immunodeficiency syndrome: insights from single-cell analysis

**Authors:** Si-qiao Liang, Xue-mei Huang, Xiao-na Liang, Si-yao Wu, Li-mei Hong, Ni Chen, Zeng-tao Luo, Yan Ning, Meng-chan Wang, Zhi-yi He

PMC · DOI: 10.3389/fimmu.2025.1659383 · 2026-02-03

## TL;DR

This study uses single-cell RNA sequencing to reveal that AIGAs immunodeficiency syndrome involves overactive Th1 cells and B cells, leading to autoantibody production and immune imbalance.

## Contribution

The first single-cell RNA sequencing analysis of AIGAs immunodeficiency syndrome, revealing its immune profile and pathogenic mechanisms.

## Key findings

- AIGAs patients show increased Th1 cells and ISG+ B cells, with reduced memory and plasma B cells.
- CD4+ T cells and monocytes drive Th1 inflammation and B-cell disruption through pro-inflammatory interactions.
- Upregulated interferon and HLA genes suggest a mechanistic basis for targeted therapies.

## Abstract

Anti-interferon-γ autoantibodies (AIGAs) immunodeficiency syndrome is an emerging adult-onset immunodeficiency causing opportunistic infections. However, its comprehensive immune landscape remains elusive. This study presents the first single-cell RNA sequencing (scRNA-seq) analysis of AIGAs immunodeficiency syndrome, aiming to delineate its pathogenic mechanisms.

We performed scRNA-seq on peripheral blood mononuclear cells (PBMCs) from 8 AIGAs immunodeficiency syndrome patients (4 infective, 4 stable phase) and 3 healthy controls. Findings were validated by flow cytometry in an expanded cohort (15 patients vs. 10 controls).

Single-cell RNA sequencing of PBMCs from patients with AIGAs immunodeficiency syndrome identified a comprehensive immune subset profile, including effector memory CD4+ T cells, naive CD4+ T cells, regulatory T cells, GNLY+ CD8+ Tem, GZMK+ CD8+ Tem, naive CD8+ T cells, naive B cells, memory B cells, plasma cells, ISG+ atypical B cells, monocytes, and NKT cells. ScRNA-seq analysis revealed a significantly higher proportion of Th1 cells (16.62% vs. 6.94% in controls) and ISG+ B cells (2.95% vs. 0.53%), alongside a lower proportion of plasma cells (9.30% vs. 17.79%) and memory B cells (9.54% vs. 27.35%). Flow cytometry consistently confirmed the increase in Th1 cells (21.84% [14.87–27.57] vs. 11.96% [7.19–15.74]) and decreases in marginal zone B cells (2.87% [1.71–4.45] vs. 8.60% [6.77–15.65]), memory B cells (13.85% [5.72–20.23] vs. 22.96% [16.39–33.83]), and class-switched B cells (6.11% [2.39–9.10] vs. 10.18% [5.35–15.77]). Transcriptome analysis demonstrated upregulated expression of interferon-response and HLA genes (e.g., HLA-DQB1, HLA-DQA1, HLA-DRB1), whereas IRF1 was downregulated across all subsets; functional enrichment analyses further highlighted significant activation in IFN signaling and B cell activation pathways. CellChat and pseudotime analyses indicated that CD4+ Tem and CD14+ monocytes drive sustained Th1 inflammation and monocyte hyperactivation through enhanced pro-inflammatory and antigen-presenting interactions, with T-cell differentiation skewed toward terminal effectors and B-cell development disrupted by ISG+ B cell emergence, premature plasma cell formation, and IGLC3-biased class switching, collectively delineating the interferon-mediated immunopathology of AIGAs immunodeficiency syndrome.

In summary, this first single-cell atlas maps AIGAs immunodeficiency syndrome as a Th1-skewed, IFN-γ-driven disorder sustained by CD4+ Tem–CD14+ monocyte crosstalk. It combines T-cell activation, expanded Th1 and ISG+ B cells, and loss of memory/plasma B cells to drive autoantibody generation. Skewed T- and B-cell trajectories and polygenic up-regulation of interferon/HLA genes provide a clear mechanistic rationale for targeted therapy.

## Linked entities

- **Genes:** HLA-DQB1 (major histocompatibility complex, class II, DQ beta 1) [NCBI Gene 3119], HLA-DQA1 (major histocompatibility complex, class II, DQ alpha 1) [NCBI Gene 3117], HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123], IRF1 (interferon regulatory factor 1) [NCBI Gene 3659], IGLC3 (immunoglobulin lambda constant 3 (Kern-Oz+ marker)) [NCBI Gene 3539]
- **Proteins:** IFNA1 (interferon alpha 1)

## Full-text entities

- **Genes:** B3GAT1 (beta-1,3-glucuronyltransferase 1) [NCBI Gene 27087] {aka CD57, GLCATP, GLCUATP, HNK1, LEU7, NK-1}, CD44 (CD44 molecule (IN blood group)) [NCBI Gene 960] {aka CDW44, CSPG8, ECM-III, ECMR-III, H-CAM, HCELL}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, FPR1 (formyl peptide receptor 1) [NCBI Gene 2357] {aka FMLP, FPR}, NKG7 (natural killer cell granule protein 7) [NCBI Gene 4818] {aka GIG1, GMP-17, p15-TIA-1}, FOS (Fos proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 2353] {aka AP-1, C-FOS, p55}, SELPLG (selectin P ligand) [NCBI Gene 6404] {aka CD162, CLA, PSGL-1, PSGL1}, JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3725] {aka AP-1, AP1, c-Jun, cJUN, p39}, IFIT2 (interferon induced protein with tetratricopeptide repeats 2) [NCBI Gene 3433] {aka G10P2, GARG-39, IFI-54, IFI-54K, IFI54, IFIT-2}, S100A12 (S100 calcium binding protein A12) [NCBI Gene 6283] {aka CAAF1, CAGC, CGRP, ENRAGE, MRP-6, MRP6}, IGLC3 (immunoglobulin lambda constant 3 (Kern-Oz+ marker)) [NCBI Gene 3539] {aka IGLC}, LYZ (lysozyme) [NCBI Gene 4069] {aka AMYLD5, LYZF1, LZM}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, S100A8 (S100 calcium binding protein A8) [NCBI Gene 6279] {aka 60B8AG, CAGA, CFAG, CGLA, CP-10, L1Ag}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, TCL1A (TCL1 family AKT coactivator A) [NCBI Gene 8115] {aka TCL1}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}, IGHE (immunoglobulin heavy constant epsilon) [NCBI Gene 3497] {aka IgE}, CD24 (CD24 molecule) [NCBI Gene 100133941] {aka CD24A}, GNLY (granulysin) [NCBI Gene 10578] {aka D2S69E, LAG-2, LAG2, NKG5, TLA519}, SLC26A3 (solute carrier family 26 member 3) [NCBI Gene 1811] {aka CLD, DRA}, HLA-F (major histocompatibility complex, class I, F) [NCBI Gene 3134] {aka CDA12, HLA-5.4, HLA-CDA12, HLAF}, IGHA1 (immunoglobulin heavy constant alpha 1) [NCBI Gene 3493] {aka IgA1}, IFRD1 (interferon related developmental regulator 1) [NCBI Gene 3475] {aka PC4, TIS7}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, CAT (catalase) [NCBI Gene 847], LEF1 (lymphoid enhancer binding factor 1) [NCBI Gene 51176] {aka ECTD1, ECTD17, LEF-1, TCF10, TCF1ALPHA, TCF7L3}, S100A4 (S100 calcium binding protein A4) [NCBI Gene 6275] {aka 18A2, 42A, CAPL, FSP1, MTS1, P9KA}, GZMK (granzyme K) [NCBI Gene 3003] {aka GrK, TRYP2}, CD14 (CD14 molecule) [NCBI Gene 929], ISG15 (ISG15 ubiquitin like modifier) [NCBI Gene 9636] {aka G1P2, IFI15, IMD38, IP17, UCRP, hUCRP}, CD38 (CD38 molecule) [NCBI Gene 952] {aka ADPRC 1, ADPRC1, cADPR1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, HLA-DRB6 (major histocompatibility complex, class II, DR beta 6 (pseudogene)) [NCBI Gene 3128], FOSB (FosB proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 2354] {aka AP-1, G0S3, GOS3, GOSB}, IFI44 (interferon induced protein 44) [NCBI Gene 10561] {aka MTAP44, TLDC5, p44}, JUND (JunD proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3727] {aka AP-1}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, IGHD (immunoglobulin heavy constant delta) [NCBI Gene 3495], CD69 (CD69 molecule) [NCBI Gene 969] {aka AIM, BL-AC/P26, CLEC2C, EA1, GP32/28, MLR-3}, HLA-DRB5 (major histocompatibility complex, class II, DR beta 5) [NCBI Gene 3127] {aka DRB5, HLA-DRB5*}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, IFI44L (interferon induced protein 44 like) [NCBI Gene 10964] {aka C1orf29, GS3686, TLDC5B}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, TNFRSF13B (TNF receptor superfamily member 13B) [NCBI Gene 23495] {aka CD267, CVID, CVID2, IGAD2, RYZN, TACI}, CD79A (CD79a molecule) [NCBI Gene 973] {aka IGA, IGAlpha, MB-1, MB1}, CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, CD27 (CD27 molecule) [NCBI Gene 939] {aka S152, S152. LPFS2, T14, TNFRSF7, Tp55}, IGHA2 (immunoglobulin heavy constant alpha 2 (A2m marker)) [NCBI Gene 3494], JUNB (JunB proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3726] {aka AP-1}, IGHG1 (immunoglobulin heavy constant gamma 1 (G1m marker)) [NCBI Gene 3500], IRF1 (interferon regulatory factor 1) [NCBI Gene 3659] {aka IMD117, IRF-1, MAR}, AIM2 (absent in melanoma 2) [NCBI Gene 9447] {aka PYHIN4}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, IFNA8 (interferon alpha 8) [NCBI Gene 3445] {aka IFN-alphaB}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, IFIT3 (interferon induced protein with tetratricopeptide repeats 3) [NCBI Gene 3437] {aka CIG-49, GARG-49, IFI60, IFIT4, IRG2, ISG60}, HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123] {aka DRB1, HLA-DR1B, HLA-DRB, SS1}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}
- **Diseases:** Epstein-Barr Virus Infection (MESH:D020031), rheumatoid arthritis (MESH:D001172), inflammation (MESH:D007249), sputum, skin, and soft tissue infections (MESH:D018461), Coronavirus Disease (MESH:D018352), eczema (MESH:D004485), immunodeficiency (MESH:D007153), reactive arthritis (MESH:D016918), immune damage (MESH:D020274), chills (MESH:D023341), opportunistic disseminated infections (MESH:D009894), immune (MESH:D007154), COVID-19 (MESH:D000086382), infection (MESH:D007239), AIGAs (MESH:C535530), anorexia (MESH:D000855), cough (MESH:D003371), autoimmune diseases (MESH:D001327), nausea (MESH:D009325), rash (MESH:D005076), ankylosing spondylitis (MESH:D013167), immune damage to the eyes (MESH:D005131), immunodeficiency disorder (MESH:D000081207), fever (MESH:D005334), multiple sclerosis (MESH:D009103), Salmonella Infection (MESH:D012480), immune dysregulation (OMIM:614878), infectious diseases (MESH:D003141), tissue injury (MESH:D017695)
- **Chemicals:** AIGAs (-), Ficoll (MESH:D005362), Hypaque (MESH:D003973)
- **Species:** Homo sapiens (human, species) [taxon 9606], Fungi (kingdom) [taxon 4751]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Figures

13 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12909572/full.md

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Source: https://tomesphere.com/paper/PMC12909572