Biology subjects

Hernandez-Oliveras, A.

Publications and source records attributed to Hernandez-Oliveras, A..

3 recordsLinked to original sources

bioRxiv2026

Auditable recovery of single-cell RNA-seq zeros with SPARE

In Single-cell RNA-seq, observed zeroes are the mix between biological absence and technical limitations. However, current evaluation metrics fail to distinguish between these two states, focusing on reconstruction accuracy rather than the biological validity of edits. We introduce SPARE, a partition-aware framework that audits the imputation process by cataloging observed zeros as edited, unchanged, or marker-vetoed prior to sequence reconstruction. Across multiple tissue benchmarks, SPARE successfully recovered masked expression while cataloging edit burden, marker leakage and raw-state movement. Protein and disease-context audits showed that recovered expression must be accepted, restricted or rejected endpoint by endpoint. SPARE reframes imputation as auditable zero editing rather than generic matrix completion.

bioinformatics↗

bioRxiv2026

The differentiation and functional landscape of tumor-resident CD8⁺ T cells shapes immunity and clinical outcomes in clear cell renal cell carcinoma

Clear cell renal cell carcinoma (ccRCC) is a common and lethal kidney cancer in which CD8+ T cell-targeted immunotherapies are standard of care. However, tumor CD8+ T cell infiltration correlates with divergent clinical outcomes, reflecting functional heterogeneity. We comprehensively characterized tumor-specific memory CD8+ T cells in ccRCC using phenotypic, transcriptional and functional analyses. Three major subsets were identified based on tissue-residency markers: circulating (Tcirc), tissue-resident (Trm) and CD69+CD103- Trm-like cells, all recognizing autologous RCC cells in an HLA class I-dependent manner. Tcirc cells exhibited greater stemness and cytotoxic potential, whereas Trm populations displayed tissue-residency programs, enhanced tumor reactivity and exhaustion features. Single-cell transcriptomics analyses uncovered substantial heterogeneity within Trm cells, including progenitor, activated, transitional, type-17, interferon-responsive, regulatory and terminally exhausted states. Trajectory and TCR analyses indicated progressive differentiation from central-memory Tcirc cells toward tissue residency while losing circulation, cytotoxicity and stemness potentials and then progress toward terminal exhaustion. Enrichment of progenitor Trm cells associated with improved survival and favorable immunotherapy response, whereas regulatory or exhausted Trm cells correlated with poor outcomes. These findings define the differentiation and functional landscape of tumor-specific CD8+ T cells that shapes immunity and clinical outcomes in ccRCC.

immunology↗

bioRxiv2024

Long-term efficacy of adoptive cell therapy is determined by host CD8+ T cells and undermined by lymphodepleting preconditioning

Adoptive T cell therapy (ACT) has demonstrated remarkable efficacy in treating hematological cancers. However, its efficacy against solid tumors remains limited and the emergence of cancer cells that lose expression of targeted antigens often promotes resistance to ACT. Importantly, the mechanisms underlying effective and durable ACT-mediated tumor control are incompletely understood. Here, we show that adoptive transfer of TCR-transgenic CD8+ T cells eliminates established murine melanoma tumors, with concomitant accumulation of tumor-infiltrating CD8+ T cells exhibiting both progenitor-exhausted and terminally-differentiated phenotypes. Interestingly, host CD8+ T cells contributed to ACT-mediated elimination of primary tumors and rejected ACT-resistant melanoma cells lacking the targeted antigen. Mechanistically, ACT induced TNF-- and cross-presenting dendritic cell-dependent tumor accumulation of endogenous CD8+ T cells and effective tumor elimination. Importantly, although lymphodepleting preconditioning enhanced ACT-mediated tumor elimination, it abrogated host antitumor immunity and protection against ACT-resistant melanoma cells. Enrichment of transcriptional signatures associated with TNF- signaling, cross-presenting dendritic cells and tumor-specific CD8+ T cells in human melanoma tumors correlated with favorable responses to ACT and increased survival. Our findings reveal that long-term efficacy of ACT is determined by the interplay between transferred and endogenous CD8+ T cells and is undermined by lymphodepleting preconditioning, which ultimately favors ACT resistance.

immunology↗