# Multi‐Omics Analysis of Human Blood Cells Reveals Unique Features of Age‐Associated Type 2 CD8 Memory T Cells

**Authors:** Hiroyuki Matsui, Marlene Cervantes, Mir M. Khalid, Alan Tomusiak, Varun Dwaraka, Jorge Landgrave‐Gomez, Prasanna Vadhana Ashok Kumaar, Qingwen Chen, Jessica Lasky‐Su, Jake Stone, Ritesh Tiwari, Ryan Kwok, Shuntaro Ichikawa, Benjamin D. Ambrose, Rebeccah R. Riley, Genesis Vega Hormazabal, Ariel Adkisson‐Floro, Andreea Cristina Alexandru, Ryan Smith, Birgit Schilling, Herbert G. Kasler, Eric Verdin

PMC · DOI: 10.1111/acel.70393 · Aging Cell · 2026-02-01

## TL;DR

This study finds that aging leads to a specific type of immune cell that contributes to diseases like asthma and diabetes.

## Contribution

The study identifies a novel age-related CD8 T cell population with Th2-like features linked to disease.

## Key findings

- Aging increases CXCR3- central memory CD8 T cells with Th2-like cytokine responses.
- These cells are associated with asthma, chronic liver conditions, and type 2 diabetes.
- Epigenetic changes support a Th2-like immune profile in aged individuals.

## Abstract

Aging impacts immune function, but the mechanisms driving age‐related changes in immune cell subsets remain unclear. To explore age‐dependent changes in immune cell populations, we analyzed human peripheral blood mononuclear cells (PBMCs) from a cohort of healthy donors aged 20–82 years using a 36‐color spectral flow cytometry panel focused on T cells. We identified a unique population of memory CD8 T cells, which lack CXCR3 and produce a Th2‐like cytokine response, and accumulate with age. We discovered an age‐dependent bias in naïve CD8 T cells toward Th2 cytokine production, accompanied by transcriptional and epigenetic changes supporting this phenotype. Moreover, health outcome association analysis linked the accumulation of these unique CXCR3‐ central memory CD8 T cells to asthma, chronic liver conditions, and type 2 diabetes. Together, our results support the model that an age‐dependent drift in epigenetic regulation toward a Th2‐like phenotype drives a pathogenic Th2‐like immune population.

Aging drives the accumulation of CXCR3‐ central memory CD8 T cells that exhibit Th2‐like transcriptional and epigenetic programs. These cells display a pathogenic Th2‐skewed profile and are associated with age‐related diseases, including asthma, chronic liver disease, and type 2 diabetes.

## Linked entities

- **Proteins:** CXCR3 (C-X-C motif chemokine receptor 3)
- **Diseases:** asthma (MONDO:0004979), type 2 diabetes (MONDO:0005148)

## Full-text entities

- **Genes:** IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, EOMES (eomesodermin) [NCBI Gene 8320] {aka TBR2}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, SOX4 (SRY-box transcription factor 4) [NCBI Gene 6659] {aka CSS10, EVI16, IDDSDF}, Il4 (interleukin 4) [NCBI Gene 16189] {aka BSF-1, Il-4}, CXCR4 (C-X-C motif chemokine receptor 4) [NCBI Gene 7852] {aka CD184, D2S201E, FB22, HM89, HSY3RR, LCR1}, Stat1 (signal transducer and activator of transcription 1) [NCBI Gene 20846] {aka 2010005J02Rik}, GATA3-AS1 (GATA3 antisense RNA 1) [NCBI Gene 399717], Cxcr3 (C-X-C motif chemokine receptor 3) [NCBI Gene 12766] {aka Cd183, Cmkar3}, KIR2DL4 (killer cell immunoglobulin like receptor, two Ig domains and long cytoplasmic tail 4) [NCBI Gene 3805] {aka CD158D, G9P, KIR-103AS, KIR-2DL4, KIR103, KIR103AS}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, RNASE1 (ribonuclease A family member 1, pancreatic) [NCBI Gene 6035] {aka RAC1, RIB1, RNS1}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 1236] {aka BLR2, CC-CKR-7, CCR-7, CD197, CDw197, CMKBR7}, TOX (thymocyte selection associated high mobility group box) [NCBI Gene 9760] {aka TOX1}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, CD38 (CD38 molecule) [NCBI Gene 952] {aka ADPRC 1, ADPRC1, cADPR1}, GATA3 (GATA binding protein 3) [NCBI Gene 2625] {aka HDR, HDRS}, Ifng (interferon gamma) [NCBI Gene 15978] {aka IFN-g, If2f, Ifg}, CD2 (CD2 molecule) [NCBI Gene 914] {aka LFA-2, SRBC, T11}, GZMK (granzyme K) [NCBI Gene 3003] {aka GrK, TRYP2}, LEF1 (lymphoid enhancer binding factor 1) [NCBI Gene 51176] {aka ECTD1, ECTD17, LEF-1, TCF10, TCF1ALPHA, TCF7L3}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}, XCL1 (X-C motif chemokine ligand 1) [NCBI Gene 6375] {aka ATAC, LPTN, LTN, SCM-1, SCM-1a, SCM1}, SELL (selectin L) [NCBI Gene 6402] {aka CD62L, LAM1, LECAM1, LEU8, LNHR, LSEL}, PTGDR2 (prostaglandin D2 receptor 2) [NCBI Gene 11251] {aka CD294, CRTH2, DL1R, DP2, GPR44}, ITGA4 (integrin subunit alpha 4) [NCBI Gene 3676] {aka CD49D, IA4}, CST12P (cystatin 12, pseudogene) [NCBI Gene 106478911] {aka Cst, Ctes4, E2}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, IL7R (interleukin 7 receptor) [NCBI Gene 3575] {aka CD127, CDW127, IL-7R-alpha, IL-7Ralpha, IL7RA, IL7Ralpha}, CCR6 (C-C motif chemokine receptor 6) [NCBI Gene 1235] {aka BN-1, C-C CKR-6, CC-CKR-6, CCR-6, CD196, CKR-L3}, TLR2 (toll like receptor 2) [NCBI Gene 7097] {aka CD282, TIL4}, IL4R (interleukin 4 receptor) [NCBI Gene 3566] {aka CD124, IL-4RA, IL4RA}, GNLY (granulysin) [NCBI Gene 10578] {aka D2S69E, LAG-2, LAG2, NKG5, TLA519}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, FAS (Fas cell surface death receptor) [NCBI Gene 355] {aka ALPS1A, APO-1, APT1, CD95, FAS1, FASTM}, CD244 (CD244 molecule) [NCBI Gene 51744] {aka 2B4, NAIL, NKR2B4, Nmrk, SLAMF4}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}, ENTPD1 (ectonucleoside triphosphate diphosphohydrolase 1) [NCBI Gene 953] {aka ATP-DPH, ATPDase, CD39, NTPDase-1, SPG64}, Il10 (interleukin 10) [NCBI Gene 16153] {aka CSIF, If2a, Il-10}, KLRG1 (killer cell lectin like receptor G1) [NCBI Gene 10219] {aka 2F1, CLEC15A, MAFA, MAFA-2F1, MAFA-L, MAFA-LIKE}, KLRC1 (killer cell lectin like receptor C1) [NCBI Gene 3821] {aka CD159A, NKG2, NKG2A}, PRF1 (perforin 1) [NCBI Gene 5551] {aka HPLH2, P1, PFP}, CCR4 (C-C motif chemokine receptor 4) [NCBI Gene 1233] {aka CC-CKR-4, CD194, CKR4, CMKBR4, ChemR13, HGCN:14099}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, CD14 (CD14 molecule) [NCBI Gene 929], CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, CD27 (CD27 molecule) [NCBI Gene 939] {aka S152, S152. LPFS2, T14, TNFRSF7, Tp55}, B3GAT1 (beta-1,3-glucuronyltransferase 1) [NCBI Gene 27087] {aka CD57, GLCATP, GLCUATP, HNK1, LEU7, NK-1}, GZMA (granzyme A) [NCBI Gene 3001] {aka CTLA3, HFSP}, KLRB1 (killer cell lectin like receptor B1) [NCBI Gene 3820] {aka CD161, CLEC5B, NKR, NKR-P1, NKR-P1A, NKRP1A}, KLRK1 (killer cell lectin like receptor K1) [NCBI Gene 22914] {aka CD314, D12S2489E, KLR, NKG2-D, NKG2D}, TBX21 (T-box transcription factor 21) [NCBI Gene 30009] {aka IMD88, T-PET, T-bet, TBET, TBLYM}
- **Diseases:** atopic dermatitis (MESH:D003876), Alzheimer's disease (MESH:D000544), diabetes (MESH:D003920), chronic viral hepatitis (MESH:D006525), NAFLD (MESH:D065626), type 1 diabetes (MESH:D003922), insulin resistance (MESH:D007333), chronic liver conditions (MESH:D002908), biliary atresia (MESH:D001656), immune (MESH:D007154), Diseases (MESH:D004194), cognitive deficits (MESH:D003072), cardiovascular diseases (MESH:D002318), vascular dementia (MESH:D015140), Chronic Liver Disease (MESH:D008107), congestive heart failure (MESH:D006333), breast, colorectal, leukemia, liver, lung, melanoma, (MESH:D061325), myocardial infarction (MESH:D009203), chronic kidney disease (MESH:D051436), coronary artery disease (MESH:D003324), allergic diseases (MESH:D004342), alcoholic liver disease (MESH:D008108), inflammation (MESH:D007249), Parkinson's disease (MESH:D010300), peripheral vascular disease (MESH:D016491), infection (MESH:D007239), autoimmune and non-autoimmune liver disease (MESH:D001327), NASH (MESH:D005235), obese (MESH:D009765), dysplasia (MESH:D015792), Neurological and psychiatric disorders (MESH:D001523), STEMCELL TECHNOLOGIES (MESH:C000719218), immune dysregulation (OMIM:614878), mucosa-associated (MESH:D018442), Hashimoto's thyroiditis (MESH:D050031), cirrhosis (MESH:D005355), non-Hodgkin lymphoma, ovarian, pancreatic, prostate, stomach, and uterine corpus cancers (MESH:D010051), frontotemporal dementia (MESH:D057180), cancer (MESH:D009369), Type 2 Diabetes (MESH:D003924), dementia (MESH:D003704), rheumatoid arthritis (MESH:D001172), inflammatory bowel disease (MESH:D015212), biliary duct injury (MESH:D042882), autoinflammation (MESH:D056660), CMV (MESH:D003586), cytotoxic (MESH:D064420), Graves' disease (MESH:D006111), liver fibrosis (MESH:D008103), MGB-ABC (MESH:D019588), Asthma (MESH:D001249)
- **Chemicals:** penicillin (MESH:D010406), spermidine (MESH:D013095), Calcium Chloride (MESH:D002122), EDTA (MESH:D004492), streptomycin (MESH:D013307), Digitonin (MESH:D004072), T (MESH:D014316), PBS (MESH:D007854), spermine (MESH:D013096), HEPES (MESH:D006531), nucleotide (MESH:D009711), water (MESH:D014867), MTBE (MESH:C043243), TCA (MESH:D014238), spike (MESH:C010346), ammonium formate (MESH:C030544), Brefeldin A (MESH:D020126), methanol (MESH:D000432), isobutyric acid (MESH:C020380), fluoranthene (MESH:C007738), amino acid (MESH:D000596), Ionomycin (MESH:D015759), RPMI (-), acetonitrile (MESH:C032159), SCFAs (MESH:D005232)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606], Cytomegalovirus (genus) [taxon 10358]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12862018/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC12862018/full.md

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Source: https://tomesphere.com/paper/PMC12862018