# Mechanistic basis and therapeutic modulation of T cell fitness to enhance CAR-T cell efficacy in hematological malignancies

**Authors:** Karama Makni-Maalej, Shaykhah Mujahhiz Alotaibi, Queenie Fernandes, Syed Osman Ahmed, Sarra Mestiri, Salim Bougarn, Waad Amir, Syed Farhatullah, Mohamed Kharfan-Dabaja, Maysaloun Merhi, Riad El Fakih, Mahmoud Aljurf, Said Dermime

PMC · DOI: 10.3389/fimmu.2026.1762453 · Frontiers in Immunology · 2026-02-18

## TL;DR

This paper reviews how T cell fitness impacts the success of CAR-T therapy and proposes strategies to improve it for better treatment outcomes in blood cancers.

## Contribution

The paper introduces a mechanistic framework linking T cell fitness to CAR-T efficacy across the treatment timeline.

## Key findings

- T cell fitness integrates differentiation, signaling, metabolism, and epigenetics to influence CAR-T outcomes.
- Patient-specific factors like age and prior treatments affect T cell quality and CAR-T performance.
- Strategies to enhance T cell fitness can guide manufacturing and therapeutic decisions.

## Abstract

T cell fitness has emerged as a critical determinant of the efficacy and persistence of Chimeric Antigen Receptor (CAR)-T cell therapy. Defined by the capacity of T cells to proliferate, resist exhaustion, persist in vivo, and exert sustained effector functions, T cell fitness reflects the integration of a dynamic network of intrinsic and extrinsic regulatory mechanisms. In this review, we present a comprehensive synthesis of the molecular and cellular foundations underlying T cell fitness, emphasizing the influence of differentiation trajectories, signaling pathways, metabolic reprogramming, and epigenetic modifications. We further discuss the impact of patient-specific conditions such as age as well as disease biology, prior therapeutic exposures, and timing and quality of T cell collection, on the phenotypic and functional efficacy of CAR-T cell products. Beyond delineating these determinants, we highlight emerging strategies aimed at enhancing T cell fitness. Importantly, we propose T cell fitness as an integrated, multi-layered systems property emerging from the interaction between differentiation state, signaling architecture, metabolic–mitochondrial competence, epigenetic stability, and host-specific inflammatory and treatment-related pressures. We introduce a mechanistic framework that links these layers across the CAR-T therapeutic timeline from leukapheresis to post-infusion tumor engagement and outline how this framework can be operationalized into measurable parameters to guide patient stratification, manufacturing decisions, and rational therapeutic interventions.

Infographic illustrating CAR-T cell therapy success factors, including optimal T-cell proliferative capacity, sustained T-cell effector function, and resistance to T-cell exhaustion, accompanied by graphics of T-cell proliferation, effector activity, and interaction with cancer cells. Additional panels show reduced T-cell senescence, less differentiated T-cell phenotype, and the optimal time for T-cell collection, with related diagrams of active T-cells, differentiation pathways, and blood draw.

## Full-text entities

- **Genes:** CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, DNM1L (dynamin 1 like) [NCBI Gene 10059] {aka DLP1, DRP1, DVLP, DYMPLE, EMPF, EMPF1}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, TOX2 (TOX high mobility group box family member 2) [NCBI Gene 84969] {aka C20orf100, GCX-1, GCX1, dJ1108D11.2, dJ495O3.1}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, IKZF1 (IKAROS family zinc finger 1) [NCBI Gene 10320] {aka CVID13, Hs.54452, IK1, IKAROS, LYF1, LyF-1}, FOXO1 (forkhead box O1) [NCBI Gene 2308] {aka FKH1, FKHR, FOXO1A}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CD80 (CD80 molecule) [NCBI Gene 397161] {aka B7-1}, NR1I3 (nuclear receptor subfamily 1 group I member 3) [NCBI Gene 9970] {aka CAR, CAR1, MB67}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD81 (CD81 molecule) [NCBI Gene 975] {aka CVID6, S5.7, TAPA1, TSPAN28}, DNER (delta/notch like EGF repeat containing) [NCBI Gene 92737] {aka UNQ26, bet}, TBX21 (T-box transcription factor 21) [NCBI Gene 30009] {aka IMD88, T-PET, T-bet, TBET, TBLYM}, FGL1 (fibrinogen like 1) [NCBI Gene 100516651], CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, ASS1 (argininosuccinate synthase 1) [NCBI Gene 445] {aka ASS, CTLN1}, KMT2A (lysine methyltransferase 2A) [NCBI Gene 4297] {aka ALL-1, ALL1, CXXC7, GAS7, HRX, HTRX}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, B3GAT1 (beta-1,3-glucuronyltransferase 1) [NCBI Gene 27087] {aka CD57, GLCATP, GLCUATP, HNK1, LEU7, NK-1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, LAG3 (lymphocyte activating 3) [NCBI Gene 100125962] {aka CD223, LAG-3}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, TNFRSF17 (TNF receptor superfamily member 17) [NCBI Gene 608] {aka BCM, BCMA, CD269, TNFRSF13A}, SRC (SRC proto-oncogene, non-receptor tyrosine kinase) [NCBI Gene 6714] {aka ASV, SRC1, THC6, c-SRC, p60-Src}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, TGFBR2 (transforming growth factor beta receptor 2) [NCBI Gene 7048] {aka AAT3, FAA3, LDS1B, LDS2, LDS2B, MFS2}, BACH2 (BACH transcriptional regulator 2) [NCBI Gene 60468] {aka BTBD25, IMD60}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 1236] {aka BLR2, CC-CKR-7, CCR-7, CD197, CDw197, CMKBR7}, JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3725] {aka AP-1, AP1, c-Jun, cJUN, p39}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, BTLA (B and T lymphocyte associated) [NCBI Gene 151888] {aka BTLA1, CD272}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, CD247 (CD247 molecule) [NCBI Gene 919] {aka CD3-ZETA, CD3H, CD3Q, CD3Z, CD3ZETA, IMD25}, EOMES (eomesodermin) [NCBI Gene 8320] {aka TBR2}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, LGALS9 (galectin 9) [NCBI Gene 396972] {aka UATP.I}, LCP2 (lymphocyte cytosolic protein 2) [NCBI Gene 3937] {aka IMD81, SLP-76, SLP76}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, PRDM1 (PR/SET domain 1) [NCBI Gene 639] {aka BLIMP-1, BLIMP1, PRDI-BF1}, IL10 (Interleukin 10 level) [NCBI Gene 103158318], CD33 (CD33 molecule) [NCBI Gene 945] {aka CD33rSiglec, SIGLEC-3, SIGLEC3, p67}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, IL3RA (interleukin 3 receptor subunit alpha) [NCBI Gene 3563] {aka CD123, IL-3R-alpha, IL3R, IL3RAY, IL3RX, IL3RY}, IL21 (interleukin 21) [NCBI Gene 59067] {aka CVID11, IL-21, Za11}, CXADR (CXADR Ig-like cell adhesion molecule) [NCBI Gene 397333] {aka CAR}, TOX (thymocyte selection associated high mobility group box) [NCBI Gene 9760] {aka TOX1}, IRF4 (interferon regulatory factor 4) [NCBI Gene 3662] {aka IMD131, LSIRF, MUM1, NF-EM5, SHEP8}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, CD86 (CD86 molecule) [NCBI Gene 397441], LAT (linker for activation of T cells) [NCBI Gene 27040] {aka IMD52, LAT1, pp36}, ZC3H12A (zinc finger CCCH-type containing 12A) [NCBI Gene 80149] {aka MCPIP, MCPIP-1, MCPIP1, Reg1, dJ423B22.1}, CASP9 (caspase 9) [NCBI Gene 842] {aka APAF-3, APAF3, ICE-LAP6, MCH6, PPP1R56}, ZAP70 (zeta chain of T cell receptor associated protein kinase 70) [NCBI Gene 7535] {aka ADMIO2, IMD48, SRK, STCD, STD, TZK}, EZH2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 2146] {aka ENX-1, ENX1, EZH2b, KMT6, KMT6A, WVS}
- **Diseases:** lymphopenia (MESH:D008231), ALL (MESH:D054198), T (MESH:D001260), immune dysfunction (MESH:D007154), Tumor (MESH:D009369), T Cell Acute Lymphoblastic Leukemia (MESH:D054218), IEC-HS (MESH:C000722498), infection (MESH:D007239), MM (MESH:D009101), MDSCs (OMIM:601308), B-cell Acute Lymphoblastic Leukemia (MESH:D015456), cytotoxic (MESH:D064420), CML (MESH:D015464), TN (MESH:C562719), T cell (MESH:D016399), injury (MESH:D014947), T cell dysfunction (MESH:C536780), follicular lymphoma (MESH:D008224), Chronic inflammation (MESH:D007249), leukemia (MESH:D007938), CLL (MESH:D015451), Mitochondrial dysfunction (MESH:D028361), Reed-Sternberg (MESH:C535516), myeloid leukemias (MESH:D007951), hemophagocytic syndrome (MESH:D051359), B-cell (MESH:D015448), sarcoma (MESH:D012509), VSTs (MESH:C563824), hematologic and solid malignancies (MESH:D019337), Mantle Cell Lymphoma (MESH:D020522), AML (MESH:D015470), DLBCL (MESH:D016403), metabolic dysregulation (MESH:D021081), SA (MESH:D013615), metabolic (MESH:D008659), chronic (MESH:D002908), B-cell malignancies (MESH:D016393), lymphoid malignancies (MESH:D008223), lymphomatous (MESH:D013967), NHL (MESH:D008228), tumorigenesis (MESH:D063646), Hodgkin (MESH:D006689)
- **Chemicals:** prostaglandins (MESH:D011453), lenalidomide (MESH:D000077269), tafasitamab (MESH:C000613469), amino acids (MESH:D000596), dasatinib (MESH:D000069439), pomalidomide (MESH:C467566), bendamustine (MESH:D000069461), l-arginine (MESH:D001120), fatty acid (MESH:D005227), blinatumomab (MESH:C510808), -T (MESH:D014316), Ozogamicin (-), S-2-hydroxyglutarate (MESH:C019417), pyruvate (MESH:D019289), eicosanoids (MESH:D015777), adenosine (MESH:D000241), kynurenine (MESH:D007737), calcium (MESH:D002118), ROS (MESH:D017382), glucose (MESH:D005947), NO (MESH:D009569), Ibrutinib (MESH:C551803), ATP (MESH:D000255), Gemtuzumab (MESH:D000079982), cysteine (MESH:D003545), lipid (MESH:D008055)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** CAR-T — Mus musculus (Mouse), Transformed cell line (CVCL_WN86)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12957260/full.md

## References

246 references — full list in the complete paper: https://tomesphere.com/paper/PMC12957260/full.md

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Source: https://tomesphere.com/paper/PMC12957260