# TGF-β Regulates CD8+ T Cell Memory by Triggering mTORC1Weak-Mediated Activation of the Transcriptional FOXO1-TCF1-Eomes and Metabolic AMPK-ULK1-ATG7 Pathways

**Authors:** Zhaojia Wu, Michelle Yu, Scot C Leary, Jianbo Yuan, Junqiong Huang, Jim Xiang

PMC · DOI: 10.3390/cells15050471 · Cells · 2026-03-05

## TL;DR

TGF-β helps create long-lasting CD8+ memory T cells by activating specific transcription and metabolic pathways, which could improve vaccines for cancer and infectious diseases.

## Contribution

This study reveals a novel mechanism by which TGF-β regulates CD8+ T cell memory through mTORC1Weak-mediated activation of FOXO1-TCF1-Eomes and AMPK-ULK1-ATG7 pathways.

## Key findings

- TGF-β triggers weak mTORC1 signaling, which activates transcriptional factors like FOXO1, TCF1, and Eomes.
- TGF-β promotes metabolic changes involving AMPK-ULK1-ATG7 pathways and fatty acid oxidation in CD8+ memory T cells.
- TGF-β-induced CD8+ memory T cells show enhanced survival and mitochondrial mass.

## Abstract

What are the main findings?
TGF-β functions as an antagonist of mTORC1 activation.TGF-β regulates CD8+ T cell memory via the transcriptional FOXO1-TCF1-Eomes and metabolic AMPK-ULK1-ATG7 pathways.

TGF-β functions as an antagonist of mTORC1 activation.

TGF-β regulates CD8+ T cell memory via the transcriptional FOXO1-TCF1-Eomes and metabolic AMPK-ULK1-ATG7 pathways.

What are the implications of the main findings?
The Smad-independent TGF-β signaling pathway plays an important role in controlling T cell immunity.TGF-β-related signaling is a critical node to target for the development of novel vaccines for the treatment of cancer and infectious diseases.

The Smad-independent TGF-β signaling pathway plays an important role in controlling T cell immunity.

TGF-β-related signaling is a critical node to target for the development of novel vaccines for the treatment of cancer and infectious diseases.

CD8+ memory T (TM) cells are essential for vaccine-induced protective immunity. While transforming growth factor beta (TGF-β) triggers CD8+ TM cell differentiation, the underlying molecular mechanism(s) has yet to be uncovered. We therefore used a well-established cell culture protocol to prepare TGF-β-triggered CD8+ TM cells derived from chicken ovalbumin (OVA)-specific T cell receptor (TCR) transgenic OTI mice, and systematically characterized them using Western blotting, confocal microscopy, flow cytometry and Seahorse assay analyses. We found that TGF-β/T cells exhibit a TM cell phenotype (CD62L+KLRG1−) and display long-term survival upon adoptive transfer into mice. To elucidate the signaling circuitry underpinning the observed transcriptional and metabolic changes required to promote CD8+ TM cell differentiation, we measured the expression of several critical factors and found that TGF-β triggered weak mTORC1 (mTORC1Weak) signaling. mTORC1Weak signaling in turn led to an increase in the abundance of key transcriptional (TCF1, FOXO1 and Eomes) and metabolic (AMPK-α1, ATG7, ULK1, SIRT1, OPA1 and LAL) factors and an elevation in mitochondrial mass and reliance on fatty acid oxidation (FAO). Our data thus reveal for the first time that TGF-β regulates CD8+ T cell memory by triggering mTORC1Weak-mediated activation of the transcriptional FOXO1-TCF1-Eomes and metabolic AMPK-ULK1-ATG7 pathways. Given that induction of more qualified CD8+ TM cells is one of the ultimate goals of vaccination, our findings identify additional targets critical to TGF-β-induced T cell memory, which may greatly impact future vaccine development for the treatment of cancer and infectious diseases.

## Linked entities

- **Genes:** TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040], Crtc (CREB-regulated transcription coactivator) [NCBI Gene 39970], FOXO1 (forkhead box O1) [NCBI Gene 2308], HNF1A (HNF1 homeobox A) [NCBI Gene 6927], EOMES (eomesodermin) [NCBI Gene 8320], PRKAA1 (protein kinase AMP-activated catalytic subunit alpha 1) [NCBI Gene 5562], ATG7 (autophagy related 7) [NCBI Gene 10533], ULK1 (unc-51 like autophagy activating kinase 1) [NCBI Gene 8408], SIRT1 (sirtuin 1) [NCBI Gene 23411], OPA1 (OPA1 mitochondrial dynamin like GTPase) [NCBI Gene 4976], LIPA (lipase A, lysosomal acid type) [NCBI Gene 3988]
- **Diseases:** cancer (MONDO:0004992)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Opa1 (OPA1, mitochondrial dynamin like GTPase) [NCBI Gene 74143] {aka 1200011N24Rik, lilr3, mKIAA0567}, Tcf7 (transcription factor 7, T cell specific) [NCBI Gene 21414] {aka TCF-1, Tcf1}, Klrg1 (killer cell lectin-like receptor subfamily G, member 1) [NCBI Gene 50928] {aka 2F1-Ag, MAFA, MAFA-L}, Serpinb1-ps1 (serine (or cysteine) peptidase inhibitor, clade B, member 1, pseudogene) [NCBI Gene 282665] {aka EID, ovalbumin}, Foxo1 (forkhead box O1) [NCBI Gene 56458] {aka Afxh, FKHR, Fkhr1, Foxo1a}, Sirt1 (sirtuin 1) [NCBI Gene 93759] {aka SIR2L1, Sir2, Sir2a, Sir2alpha}, Sell (selectin, lymphocyte) [NCBI Gene 20343] {aka CD62L, L-selectin, LAM-1, LECAM-1, LECAM1, Lnhr}, Lipa (lysosomal A, lysosomal acid type) [NCBI Gene 16889] {aka Lal, Lip-1, Lip1}, Ulk1 (unc-51 like kinase 1) [NCBI Gene 22241] {aka Unc51.1, mKIAA0722}, Trav6-3 (T cell receptor alpha variable 6-3) [NCBI Gene 328483] {aka Gm13948, Gm193, Gm4, TCR}, Prkaa1 (protein kinase, AMP-activated, alpha 1 catalytic subunit) [NCBI Gene 105787] {aka AMPKalpha1, C130083N04Rik}, Eomes (eomesodermin) [NCBI Gene 13813] {aka TBR-2, Tbr2}, Atg7 (autophagy related 7) [NCBI Gene 74244] {aka 1810013K23Rik, Agp7, Apg7l, Atg7l, Gm21553}
- **Diseases:** infectious diseases (MESH:D003141), cancer (MESH:D009369)
- **Chemicals:** fatty acid (MESH:D005227)
- **Species:** Gallus gallus (bantam, species) [taxon 9031], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12985117/full.md

## References

32 references — full list in the complete paper: https://tomesphere.com/paper/PMC12985117/full.md

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Source: https://tomesphere.com/paper/PMC12985117