Biology subjects

Decaluwe, H.

Publications and source records attributed to Decaluwe, H..

4 recordsLinked to original sources

bioRxiv2026

Epistatic evolution drives HLA-dependent CD8+ T Cell escape risk in diverse populations

Understanding how viral evolution shapes HLA-dependent T cell escape is crucial to identify individuals at risk of reduced cellular immunity to emerging variants. Nevertheless, we lack frameworks to model HLA diversity and the evolutionary feasibility of T cell-evading mutations. Here, we construct an HLA map capturing variation in epitope specificity across HLA-typed cohorts. Enhancing this framework with SARS-CoV-2 CD8 T cell escape reveals heterogeneous escape across HLA-defined groups, with clusters enriched for HLA-B*07:02, HLA-A*03:01 and HLA-A*02:01 showing higher epitope loss. To assess the evolutionary plausibility of escape, we model viral sequence fitness using an epistasis-aware protein language approach trained on coronaviruses to systematically score mutations across viral lineages. We find that the fitness effect of mutations dynamically changes with evolving sequence context, and that T cell-evading mutations become fitter with additional escape mutations. This study links host HLA diversity to viral fitness landscapes for surveillance and vaccine design.

genomics↗

bioRxiv2025

Inhibition of IL2Rβ-dependent STAT5 activity supports T-cell stemness and augments antitumor efficacy of CD8+ T cells by preventing T-cell exhaustion

CD8+ T-cell exhaustion is a leading cause of adoptive cell therapy (ACT) failure. In contrast, maintaining a stem-like state correlates with better expansion, persistence, and anti-tumor activity of infused T-cell products. IL-2 is extensively used in ACT protocols given its ability to expand T-cell populations. Yet, IL-2 drives more differentiated and exhausted states, diminishing the quality of T-cell products. Understanding how cytokines of the IL2R family drive T-cell differentiation is essential to ultimately design optimal ACT protocols, safeguarding stem-like programs while ensuring sufficient T-cell expansion. Here, we show that cytokine signaling through IL2R{beta} supports more differentiated exhausted T cells in chronic lymphocytic choriomeningitis infection. Similarly, high levels of IL-2 and IL-15 in vitro foster heightened differentiation and exhaustion of cells for adoptive cell therapy. In contrast, absence of IL2R{beta} in vivo or transient inhibition of Janus kinase 3 (JAK3) or signal transducer and activator of transcription 5 (STAT5) in vitro favors features of T-cell stemness. Transcriptional analyses of in vitro expanded T cells further reveal that inhibition of STAT5 sustains a stemness program, which correlates with better antitumor activity in a mouse melanoma model. When applied to a human CAR T expansion model, inhibition of STAT5 supports memory progenitor differentiation and limit inhibitory receptor expression. These results demonstrate that continuous exposure to high levels of cytokines, such as IL-2 and IL-15, constrain CD8+ T cells towards more advanced states of exhaustion. In contrast, limiting cytokine signaling using specific kinase inhibitors preserves stem-like T-cell programs and enhance the quality of ACT products. One Sentence SummarySustained IL-2/IL-15 signaling drives CD8+ T-cell exhaustion while JAK3/STAT5 inhibition preserves stemness, boosting adoptive cell therapy efficacy.

immunology↗

bioRxiv2022

Enhanced STAT5a activation rewires exhausted CD8 T cells during chronic stimulation to acquire a hybrid durable effector like state

Rewiring exhausted CD8 T cells (TEX) towards more functional states is a major goal of cancer immunotherapy but has proven challenging due to the epigenetic stability of TEX. Indeed, TEX are epigenetically programmed by the transcription factor Tox. However, epigenetic changes continue to occur as TEX transition from progenitor (TEXprog), to intermediate (TEXint) and terminal (TEXterm) subsets, suggesting potential developmental flexibility in mature TEX subsets. By examining the transition of TEXprog into TEXint cells, we discovered a reciprocally antagonistic circuit between Stat5a and Tox in TEX cells. Stat5-activity controlled TEXint development, antagonized Tox, and instigated partial effector biology. Stat5 was also essential for TEX reinvigoration by PD-1 blockade. Indeed, temporal induction of Stat5-activity in TEX using an orthogonal IL-2/IL2R{beta}-pair fostered TEXint cell accumulation and synergized with PD-L1 blockade. Constitutive Stat5a activity (STAT5CA) antagonized Tox-dependent TEX epigenetic programming to generate a durable hybrid effector/NK-like population with enhanced tumor control. Finally, enforcing Stat5-signals in established TEXprog partially rewired the TEX epigenetic landscape towards the effector/memory lineage. Together, these data highlight therapeutic opportunities of manipulating Stat5 to rewire TEX towards a durably protective hybrid program.

immunology↗

bioRxiv2021

The mutational landscape of SARS-CoV-2 variants diversifies T cell targets in an HLA supertype-dependent manner

The rapid, global dispersion of SARS-CoV-2 since its initial identification in December 2019 has led to the emergence of a diverse range of variants. The initial concerns regarding the virus were quickly compounded with concerns relating to the impact of its mutated forms on viral infectivity, pathogenicity and immunogenicity. To address the latter, we seek to understand how the mutational landscape of SARS-CoV-2 has shaped HLA-restricted T cell immunity at the population level during the first year of the pandemic, before mass vaccination. We analyzed a total of 330,246 high quality SARS-CoV-2 genome assemblies sampled across 143 countries and all major continents. Strikingly, we found that specific mutational patterns in SARS-CoV-2 diversify T cell epitopes in an HLA supertype-dependent manner. In fact, we observed that proline residues are preferentially removed from the proteome of prevalent mutants, leading to a predicted global loss of SARS-CoV-2 T cell epitopes in individuals expressing HLA-B alleles of the B7 supertype family. In addition, we show that this predicted global loss of epitopes is largely driven by a dominant C-to-U mutation type at the RNA level. These results indicate that B7 supertype-associated epitopes, including the most immunodominant ones, were more likely to escape CD8+ T cell immunosurveillance during the first year of the pandemic. Together, our study lays the foundation to help understand how SARS-CoV-2 mutants shape the repertoire of T cell targets and T cell immunity across human populations. The proposed theoretical framework has implications in viral evolution, disease severity, vaccine resistance and herd immunity.

immunology↗