bioRxiv Science⌕ Search

bioRxiv · 10.64898/2025.12.19.695541

Hallmarks of adaptive immunity in a metastatic clear cell renal cell carcinoma (ccRCC) long-term elite survivor

Abstract

Clear cell renal cell carcinoma (ccRCC) presents with metastatic disease in nearly one-third of patients, with a 5-year survival of only [~]10%. Although anti-angiogenic therapies and immune checkpoint inhibitors (ICIs) have improved outcomes, therapeutic resistance and immune-related adverse events limit durable responses. Exceptional long-term survivors provide a unique opportunity to uncover mechanisms of sustained anti-tumour immunity and guide therapeutic strategies. Here, we present a spatial and temporal dissection of adaptive immunity in an extraordinary 16-year ccRCC survivor, integrating single-cell sequencing, multiplex immunofluorescence, B and T cell receptor (BCR/TCR) repertoire analysis, and antibody profiling. We reveal persistent and spatially coordinated B and T cell clones over 16 years, indicating long-term immune memory and surveillance throughout tumour evolution. B cell analysis identified pronounced clonal expansions involving intrinsically autoreactive IGHV4-34 B cells undergoing ongoing germinal centre (GC) maturation in tumour-draining lymph nodes (dLNs) and spleen. These clones progressively lost autoreactivity while acquiring tumour-specificity through somatic hypermutation (SHM), consistent with clonal redemption. Redeemed B cells displayed enhanced antigen-presenting functions and localised to tertiary lymphoid structures (TLS), where they interacted with CD8 T cells, as inferred from doublet analysis. In parallel, persistent CD8+ effector T cell clones highlighted the contribution of long-lived lymphocytes to tumour control. Comparison of the primary tumour and pancreatic metastatic with paired tumour-free dLNs showed that TLS mirrored GC functionality, particularly for PD-1+ CD8+ T cells, while TLS maturation was stroma-dependent and impaired at the metastatic site. Finally, tumour-derived BCRs revealed antibody binding to tumour specific "public" antigens without cross-reactivity to normal tissue. Together, these findings establish clonal persistence, TLS engagement, and coordinated B-T cell immune surveillance as hallmarks of durable tumour control, providing a framework for next-generation antibody therapeutics and patient stratification in metastatic ccRCC. What is already known on this topic.Tertiary lymphoid structures within the tumour microenvironment (TME) and clonal expansions of CD8+ T cells are associated with better survival and improved response to immunotherapies in ccRCC. However, identifying markers of prolonged survival is challenging due to the rarity of long-term survivors (LTS), and the predominance of studies focused on T cell immunity, leaving B cell contribution almost unexplored. What this study adds.This study provides an integrated analysis of B and T cell responses in an exceptional 16-year LTS with metastatic ccRCC, revealing key immunologic features of sustained anti-tumour immunity. Beyond T cell dynamics, it highlights the multifaceted role of B cells as antigen presenting cells, antibody producers, and modulators of CD8+ T cell effector functions through direct interactions within TLS. Importantly, it reveals potential tumour-specific antigens driving humoral responses. How this study might affect research, practice or policy.By uncovering mechanisms of sustained tumour control, this work establishes a framework for identifying adaptive immune biomarkers of long-term survival and refining patient stratification in metastatic ccRCC. Multimodal assessment of B cell specificity and spatial interactions between re-educated B cells and CD8+ T cells within TLS introduces a new paradigm for understanding coordinated B and T cell responses. These insights have direct implications for antibody-based drug discovery and development of immunotherapies that harness the B-T cell axis.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Tucci, F., Drydale, E., Bancroft, J., Amin, S., Pernes, J., Gardumi, G., Kanyowa, T., Lima, M., Nasreddin, N., Lombardi, O., Leedham, S., Rendek, A., Browning, L., Bugarin Estrada, E., Montandon, R., Revale, S., Slawinski, H., Mole, D., Protheroe, A., Sivakumar, S., Bashford-Rogers, R.. 2025-12-22. Hallmarks of adaptive immunity in a metastatic clear cell renal cell carcinoma (ccRCC) long-term elite survivor. https://doi.org/10.64898/2025.12.19.695541

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

m6A-Driven Intratumoral Cholesterol Biosynthesis Fuels Castration-Resistant Prostate Cancer Progression

Both nuclear pore complexes (NPCs) and RNA N6-methyladenosine (m6A) machinery are indispensable for proper cellular function. Although their collaborative roles in the nuclear export of messenger RNAs (mRNAs) have been reported, it remains ambiguous whether and how this collaboration may contribute to cancer progression. Here we identify a functional cooperation between NPCs and m6A signaling that promotes the development of castration-resistant prostate cancer (CRPC). We showed that nuclear export of m6A-modified mRNAs, mediated by the interaction between RNA methyltransferase METTL3 and the nucleoporin NUP93, is functionally coupled to cholesterol biosynthesis. Given that cholesterol-fueled intratumoral androgen production is one of the mechanisms driving CRPC, we demonstrated that overexpression of the wild-type METTL3 or NUP93, but neither the enzymatically dead METTL3 nor the mutant NUP93 that loses METTL3-interacting capability, elevates intracellular levels of androgens, activates AR signaling under castrate condition, and promotes androgen-independent growth of prostate cancer cells both in vitro and in vivo. Importantly, pharmacological inhibition of METTL3 or targeted demethylation on mRNAs encoding key cholesterol biosynthesis enzymes effectively suppressed CRPC malignancy. Together, these findings uncover a therapeutically targetable m6A-METTL3-NUP93 axis that links nuclear mRNA export and metabolic reprogramming to fuel CRPC progression, providing a conceptually new strategy for the treatment of this lethal disease.

cancer biology↗

ST6Gal2 promotes α2,6-sialylation and aggressive phenotypes in neuroblastoma cells

Neuroblastoma is the most common extracranial solid tumor of childhood. Its clinical behavior ranges from spontaneous regression to lethal, treatment-refractory disease. Aberrant 2,6-sialylation contributes to aggressive phenotypes in many cancers, but the role of ST6Gal2, a neural-enriched 2,6-sialyltransferase, in neuroblastoma is largely unexplored. Here, we examine the clinical and functional significance of ST6Gal2 in neuroblastoma. In two independent public cohorts (SEQC, n=498; Kocak, n=649), high ST6GAL2 expression was associated with significantly worse overall and event-free survival. In the SEQC cohort, ST6GAL2 expression was higher in high-risk and MYCN-amplified tumors, varied across International Neuroblastoma Staging System stages, and correlated positively with a mesenchymal transcriptional signature (Spearman {rho}=0.181). The mesenchymal correlation was reproduced in the Kocak cohort ({rho}=0.204). Stable shRNA-mediated knockdown of ST6GAL2 in SK-N-AS and SK-N-BE(2) cells reduced proliferation and viability, impaired wound closure, and decreased migration and invasion. In preliminary experiments in SK-N-AS cells, ST6GAL2 knockdown reduced binding of Sambucus nigra agglutinin, consistent with a role for ST6Gal2 in 2,6-sialylation. Together, these findings link ST6Gal2 expression to aggressive clinical and transcriptional features and pro-tumorigenic phenotypes in neuroblastoma and nominate ST6Gal2-mediated sialylation as a candidate pathway for mechanistic study.

cancer biology↗

Unsupervised transcriptomic analysis of paired pre- and post-treatment specimens reveals divergent chemoimmunomodulatory induction trajectories in breast cancer

The immunomodulatory effects of chemotherapy (chemoimmunomodulation; CIM) are clinically consequential and heterogeneous, yet no systematic framework exists for classifying the immunomodulatory trajectory a tumor follows in response to treatment (CIM trajectory). Here, we present the CIM Induction Classifier (CIMIC), an unsupervised clustering pipeline leveraging delta gene expression across 3,189 CIM-related genes to classify specimens chemoimmunomodulatory trajectory. Applied to two pre- and post-chemotherapy breast cancer (BC) datasets (NKI/SMC, N = 36; NEO, N = 19) and nine epirubicin-perturbed triple-negative BC (TNBC) cell lines, CIMIC identified two divergent CIM trajectories: a functional CIM (Fun-CIM) trajectory, broadly conserved across tumors and cell lines and characterized by induction of inflammatory cell death, antigen presentation, viral mimicry, and adaptive immune activation programs, and a dysfunctional CIM (Dys-CIM) trajectory, characterized by induction of proteostatic and metabolic stress-adaptation programs, reduced immune cell abundances and cytotoxic activity, and enrichment of aggressive BC subtypes. Using survival and longitudinal transcriptomic data in NKI/SMC (N = 20), treatment-induced increases in Fun-CIM-associated genes and ssGSEA scores were associated with reduced recurrence, whereas Dys-CIM-associated genes and scores were associated with increased recurrence. In multivariable analyses within independent chemotherapy-treated BC cohorts (METABRIC, N = 412; SCAN-B, N = 2,462), higher baseline Fun-CIM ssGSEA scores were associated with better outcomes, whereas higher baseline Dys-CIM ssGSEA scores were associated with worse outcomes. These findings establish CIM as a dynamic, trajectory-level process and position CIMIC as a framework for defining CIM trajectories and supporting future efforts to identify predictors, mechanisms, and therapeutic strategies that maximize beneficial CIM.

cancer biology↗