# Immune checkpoint TIM-3 defines hyperactivated NK cells and predicts fatal outcome in severe fever with thrombocytopenia syndrome

**Authors:** Xiaohan Qian, Yi Zhang, Ziling Cheng, Haolin Song, Lingtong Huang, Bei Jia, Jie Li, Jie Wang, Wei Wu

PMC · DOI: 10.1371/journal.pntd.0013928 · PLOS Neglected Tropical Diseases · 2026-01-16

## TL;DR

The study finds that immune checkpoint TIM-3 on NK cells is linked to severe outcomes in SFTS, suggesting potential biomarkers and therapies.

## Contribution

Identifies TIM-3⁺ NK cells and related biomarkers as novel indicators of fatal SFTS outcomes and therapeutic targets.

## Key findings

- TIM-3⁺ NK cells are significantly increased in SFTS patients, especially in fatal cases.
- Elevated sTIM-3 and sGalectin-9 levels correlate with fatal outcomes in SFTS.
- TIM-3 blockade reduces IFN-γ and TNF-α production, indicating a role in immune hyperactivation.

## Abstract

Severe fever with thrombocytopenia syndrome (SFTS) is a viral hemorrhagic fever with high mortality, primarily driven by immune dysregulation. This study aimed to characterize the expression profile of TIM-3 expression on peripheral NK cells in SFTS, explore the role of TIM-3 ⁺ NK cells in disease progression, and evaluate soluble TIM-3 (sTIM-3) and Galectin-9 (sGalectin-9) as prognostic biomarkers.

Public single-cell RNA sequencing (scRNA-seq) datasets were analyzed using weighted gene co-expression network analysis (WGCNA). Peripheral blood samples from 21 SFTS patients and 14 healthy donors collected at the First Affiliated Hospital, Zhejiang University School of Medicine, were analyzed by flow cytometry, functional assays, and serological assessments. NK cell cytotoxicity was assessed by granzyme B, perforin, IFN-γ, and TNF-α production. Serum sTIM-3 and sGalectin-9 were measured by Cytometric Bead Array.

TIM-3 ⁺ NK cells were significantly increased in SFTS patients, especially in fatal cases. WGCNA identified HAVCR2 (encoding TIM-3) as a mortality-associated hub gene. TIM-3 ⁺ NK cells exhibited enhanced granzyme B and perforin expression, while TIM-3 blockade significantly reduced IFN-γ and TNF-α production. Elevated sTIM-3 and sGalectin-9 levels were correlated with fatal outcomes.

Activated TIM-3 ⁺ NK cells were associated with fatal outcomes in SFTS. TIM-3 ⁺ NK cell proportion, sTIM-3, and sGalectin-9 may serve as novel prognostic biomarkers and therapeutic targets.

While previous studies have described immune dysregulation in SFTS (including cytokine storms, T cell exhaustion, and impaired B cell responses), the role of NK cells remained unclear. This study employs single-cell RNA sequencing, flow cytometry, and serological analysis to define a high-resolution landscape of circulating NK cell heterogeneity in SFTS. We identify significant upregulation of TIM-3 (HAVCR2) on NK cells, particularly in fatal cases, associated with hyperactivated cytotoxic function. Furthermore, we demonstrate that circulating TIM-3 ⁺ NK cells, soluble TIM-3 (sTIM-3), and Galectin-9 (sGal-9) serve as potential prognostic biomarkers for disease severity and outcome. Our findings indicate that TIM-3 ⁺ NK cells contribute to SFTS immunopathogenesis through hyperactivation. Serum Galectin-9 represent novel biomarkers for early risk stratification. These results also highlight the modulation of the TIM-3 immune checkpoint pathway as a promising therapeutic strategy to curb excessive immune activation in acute viral infections like SFTS.

## Linked entities

- **Genes:** HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868]
- **Proteins:** HAVCR2 (hepatitis A virus cellular receptor 2), Lgals9 (lectin, galactose binding, soluble 9), PRF1 (perforin 1), IFNG (interferon gamma), TNF (tumor necrosis factor)

## Full-text entities

- **Genes:** Ptgds (prostaglandin D2 synthase (brain)) [NCBI Gene 19215] {aka 21kDa, L-PGDS, PGD2, PGDS, PGDS2, Ptgs3}, CD3E (CD3 epsilon subunit of T-cell receptor complex) [NCBI Gene 916] {aka CD3epsilon, IMD18, T3E, TCRE}, CD44 (CD44 molecule (IN blood group)) [NCBI Gene 960] {aka CDW44, CSPG8, ECM-III, ECMR-III, H-CAM, HCELL}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, Prf1 (perforin 1 (pore forming protein)) [NCBI Gene 18646] {aka Pfn, Pfp, Prf-1}, Cd52 (CD52 antigen) [NCBI Gene 23833] {aka B7, B7-Ag, CAMPATH-1, CLS1, MB7}, Gzmk (granzyme K) [NCBI Gene 14945], Isg15 (ISG15 ubiquitin-like modifier) [NCBI Gene 100038882] {aka G1p2, IGI15, IP17, Irfp, UCRP}, CCL5 (C-C motif chemokine ligand 5) [NCBI Gene 6352] {aka D17S136E, RANTES, SCYA5, SIS-delta, SISd, TCP228}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CCL3 (C-C motif chemokine ligand 3) [NCBI Gene 6348] {aka G0S19-1, LD78, LD78ALPHA, MIP-1-alpha, MIP1A, SCI}, NKG7 (natural killer cell granule protein 7) [NCBI Gene 4818] {aka GIG1, GMP-17, p15-TIA-1}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, Gzmb (granzyme B) [NCBI Gene 14939] {aka CCP-1/C11, CCP1, Ctla-1, Ctla1, GZB}, Jun (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 16476] {aka AP-1, Junc, c-jun}, CD3D (CD3 delta subunit of T-cell receptor complex) [NCBI Gene 915] {aka CD3-DELTA, CD3DELTA, IMD19, T3D}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, Havcr2 (hepatitis A virus cellular receptor 2) [NCBI Gene 171285] {aka TIM-3, Tim3, Timd3}, IL7R (interleukin 7 receptor) [NCBI Gene 3575] {aka CD127, CDW127, IL-7R-alpha, IL-7Ralpha, IL7RA, IL7Ralpha}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, STMN1 (stathmin 1) [NCBI Gene 3925] {aka C1orf215, LAP18, Lag, OP18, PP17, PP19}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, GPT (glutamic--pyruvic transaminase) [NCBI Gene 2875] {aka AAT1, ALT, ALT1, GPT1, SGPT}, CEACAM1 (CEA cell adhesion molecule 1) [NCBI Gene 634] {aka BGP, BGP1, BGPI}, SELL (selectin L) [NCBI Gene 6402] {aka CD62L, LAM1, LECAM1, LEU8, LNHR, LSEL}, XCL1 (X-C motif chemokine ligand 1) [NCBI Gene 6375] {aka ATAC, LPTN, LTN, SCM-1, SCM-1a, SCM1}, Cx3cr1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 13051] {aka mCX3CR1}, GZMK (granzyme K) [NCBI Gene 3003] {aka GrK, TRYP2}, CD3G (CD3 gamma subunit of T-cell receptor complex) [NCBI Gene 917] {aka CD3-GAMMA, CD3GAMMA, IMD17, T3G}, HMGB1 (high mobility group box 1) [NCBI Gene 3146] {aka HMG-1, HMG1, HMG3, SBP-1}, NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, CD160 (CD160 molecule) [NCBI Gene 11126] {aka BY55, NK1, NK28}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, Ifi44l (interferon-induced protein 44 like) [NCBI Gene 15061] {aka H-28, H28, H28-1, NS1178}, Ccl3 (C-C motif chemokine ligand 3) [NCBI Gene 20302] {aka G0S19-1, LD78alpha, MIP-1alpha, MIP1-(a), MIP1-alpha, Mip1a}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, KLRC2 (killer cell lectin like receptor C2) [NCBI Gene 3822] {aka CD159c, NKG2-C, NKG2C}, Ifitm3 (interferon induced transmembrane protein 3) [NCBI Gene 66141] {aka 1110004C05Rik, Cd225, Cdw217, DSPA2b, Fgls, IP15}, IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, LAMP1 (lysosome associated membrane protein 1) [NCBI Gene 3916] {aka CD107a, LAMPA, LGP120}, Ifi27 (interferon, alpha-inducible protein 27) [NCBI Gene 52668] {aka 1110013J02Rik, 2900026P10Rik, D12Ertd647e, ISG12a, Ifi27l1}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, LGALS9 (galectin 9) [NCBI Gene 3965] {aka HUAT, LGALS9A}, GZMA (granzyme A) [NCBI Gene 3001] {aka CTLA3, HFSP}, B3GAT1 (beta-1,3-glucuronyltransferase 1) [NCBI Gene 27087] {aka CD57, GLCATP, GLCUATP, HNK1, LEU7, NK-1}, KLRB1 (killer cell lectin like receptor B1) [NCBI Gene 3820] {aka CD161, CLEC5B, NKR, NKR-P1, NKR-P1A, NKRP1A}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, PCNA (proliferating cell nuclear antigen) [NCBI Gene 5111] {aka ATLD2}, XCL2 (X-C motif chemokine ligand 2) [NCBI Gene 6846] {aka SCM-1b, SCM1B, SCYC2}, TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, KLRC1 (killer cell lectin like receptor C1) [NCBI Gene 3821] {aka CD159A, NKG2, NKG2A}, PRF1 (perforin 1) [NCBI Gene 5551] {aka HPLH2, P1, PFP}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}
- **Diseases:** Coma (MESH:D003128), dysregulation (MESH:D021081), immune dysfunction (MESH:D007154), acute myeloid leukemia (MESH:D015470), hemorrhagic fever (MESH:D006480), COVID-19 (MESH:D000086382), viral infection (MESH:D014777), lymphopenia (MESH:D008231), viral hemorrhagic fever (MESH:D006482), inflammation (MESH:D007249), pulmonary, hepatic, renal, and central nervous system dysfunction (MESH:D002493), Epstein-Barr virus (MESH:D020031), dysfunction (MESH:D006331), acute (MESH:D000208), disturbance of consciousness (MESH:D003244), fever (MESH:D005334), bacterial or fungal infections (MESH:D009181), systemic (MESH:D015619), immune dysregulation (OMIM:614878), HNSCC (MESH:D000077195), hematologic dysregulation (MESH:D006402), infected (MESH:D007239), chronic infections (MESH:D000088562), CMV (MESH:D003586), cytotoxic (MESH:D064420), coagulopathy (MESH:D001778), infectious disease (MESH:D003141), multi-organ failure (MESH:D009102), cancer (MESH:D009369), thrombocytopenia (MESH:D013921), SFTS (MESH:D000085142)
- **Chemicals:** urea (MESH:D014508), oxygen (MESH:D010100), EDTA (MESH:D004492), tocilizumab (MESH:C502936), creatine (MESH:D003401), Ruxolitinib (MESH:C540383), PBS (MESH:D007854), brefeldin A (MESH:D020126), Ionomycin (MESH:D015759), PMA (MESH:D013755), arachidonic acid (MESH:D016718), Cr (MESH:D002857), biotin (MESH:D001710), RPMI 1640 medium (-), creatinine (MESH:D003404)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Bandavirus dabieense (species) [taxon 2748958], Human papillomavirus (species) [taxon 10566], Severe fever with thrombocytopenia syndrome virus (no rank) [taxon 1003835], Homo sapiens (human, species) [taxon 9606], Hepatitis B virus (no rank) [taxon 10407], Human immunodeficiency virus 1 (no rank) [taxon 11676], hepatitis C virus [taxon 11103], Human immunodeficiency virus (species) [taxon 12721]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12829940/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC12829940/full.md

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Source: https://tomesphere.com/paper/PMC12829940