Biology subjects

Trono, D.

Publications and source records attributed to Trono, D..

At least 19 recordsLinked to original sources

bioRxiv2026

An overexpression platform reveals the functional diversity of human KRAB-Zinc Finger Proteins in maintaining cellular homeostasis

Kruppel associated box zinc finger proteins (KZFPs) form the largest family of transcriptional regulators in mammals, yet most remain uncharacterized. Here we established a scalable framework to probe KZFP function. An arrayed inducible overexpression screen of 366 human KZFPs in K562 cells identified factors that alter cellular proliferation, enabling functional prioritization. Integrative transcriptomic, chromatin and proteomic analyses revealed diverse mechanisms, including transposable element-linked repression (ZNF43), promoter proximal regulation (ZNF257), and SCAN domain dependent transcriptional activation (ZNF498/ZSCAN25 and ZNF18). These results highlight the functional diversity of KZFPs and provide a strategy for their annotation.

genetics↗

bioRxiv2026

Antigenic landscape of a highly mutated SARS-CoV-2 Spike in ongoing viral evolution

The ongoing emergence of SARS-CoV-2 variants in an increasingly immune-experienced population is largely enabled by the plasticity of the Spike protein, which lies at the frontline of host immune pressure. Here, we investigated how extensive remodeling of the N-terminal domain (NTD) in Spike influences its antigenic properties. Using BA.2.87.1, a variant heavily mutated in this domain, we found that even large deletions do not substantially disrupt overall Spike structure or pseudovirus infectivity. However, our structural and binding analyses revealed that the NTD exhibits increased flexibility and that interaction with a heme-metabolite, contributing to assembly of an immunodominant epitope, is lost. These conformational effectscoupled with mutations, compromised the ability of human convalescent antibodies to engage this domain, contributing to their reduced neutralizing capacity. Consequently, BA.2.87.1-like variants may escape recognition by the pre-existing NTD-targeting antibodies, potentially reducing protection. Together, our results highlight the intrinsic adaptability of the Spike beyond the receptor-binding domain, with important implications for immune escape during viral evolution. TeaserStructural flexibility of the Spike and immune escape of a SARS-CoV-2 variant with public health implications.

immunology↗

bioRxiv2025

Tissue-specific restriction of TE-derived regulatory elements safeguards cell-type identity

Transposable elements (TEs) have extensively reshaped the cis-regulatory landscape of mammalian genomes, yet the mechanisms that govern their context-specific activity remain incompletely understood. KRAB zinc finger proteins (KZFPs), a large family of transcription factors specialized in TE recognition, are known repressors of TE-derived regulatory activity through TRIM28-mediated H3K9me3 deposition. Here, we expand this paradigm by uncovering noncanonical relationships between TEs and KZFPs. By generating a comprehensive epigenomic map of KZFP-bound TEs, we find that the regulatory activity of ancient mammalian L2/MIR elements is broadly delineated by KZFP binding patterns, despite low H3K9me3 enrichment. We further dissect this relationship by investigating the function of ZNF436, a non-canonical KZFP, highly expressed during in vivo human fetal heart development. Using loss-of-function approaches, we show that ZNF436 preserves cardiomyocyte function by promoting cardiac gene expression while restricting the activation of alternative lineage programs. Mechanistically, ZNF436 recruits specialized SWI/SNF chromatin remodeling complexes to limit the accessibility of L2/MIR-derived enhancers, many of which are active in non-cardiac tissues. These findings reveal a noncanonical, TRIM28-independent role for KZFPs in shaping cell-type-specific regulatory landscapes and emphasize the importance of repressing alternative regulatory programs alongside activating lineage-specific ones to safeguard cell identity.

genomics↗

bioRxiv2025

Transposable element co-option drives transcription factor neofunctionalization

Gene duplication and domain acquisition are key mechanisms driving protein diversification. However, the impact of these processes on the function and evolution of transcription factors (TFs) remains poorly characterized. Here, we show that the DUF3669 domain, found in a subset of KRAB zinc-finger proteins (KZFPs), originated from the co-option of a fragment of a LINE-1 transposable element ORF1p. Similar to its LINE-1-encoded ancestor, the DUF3669 domain promotes KZFPs trimerization and enables the formation of nuclear condensates with ribonucleoparticle properties, which critically influence the genomic recruitment and action of these TFs. Thus, our study uncovers a direct link between TE co-option and TF neofunctionalization, highlighting how mobile genetic elements shape the evolution of protein functionality.

genetics↗

bioRxiv2025

Zinc-finger proteins with a co-opted capsid domain anchor nucleosomes over transposon sequences

Transposable elements (TEs) are frequently co-opted as cis-regulatory sequences that govern multiple aspects of host biology. The regulatory activity of these domesticated sequences are controlled by host factors, notably KRAB domain-containing zinc-finger proteins (KZFPs) in tetrapods. Here, we report that SCAN domain-containing zinc-finger proteins (SZFPs), which originally arose through capture of a retroviral capsid domain by a KZFP gene, have expanded and diversified their DNA recognition specificity to bind distinct TE subfamilies. We further demonstrate that SZFPs anchor nucleosomes at their target sites, and that their depletion leads to global shifts of nucleosomes away from underlying TE-derived sequences, occasionally accompanied by a gain of enhancer-associated chromatin states. Thus, SZFPs represent a novel layer of chromatin regulation centered on rapidly evolving TE-derived regulatory sequences.

genetics↗

bioRxiv2025

Identification of the Lipid Oxygen Radical Defense pathway and its epigenetic control

Membrane phospholipids are vulnerable to oxidative radicals, and uncontrolled lipid peroxidation affects cell viability. Cells have evolved quality control and defense mechanisms, of which the genetic regulation is not fully understood. Here, we identify what we have coined the Lipid Oxygen Radical Defense (LORD) pathway. It is epigenetically repressed by a complex comprising the KRAB-zinc finger protein ZNF354A, the scaffold protein KAP1/TRIM28, the histone methyltransferase SETDB1, and the transcriptional activator ATF2. Upon lipid peroxide accumulation, p38- and JNK-dependent phosphorylation of ATF2, KAP1/TRIM28, and ZNF354A leads to disassembly of the repressive complex, releasing ZNF354A from specific DNA loci and activating a network of protective genes, including NRF2 targets. The pathway affects the cellular sensitivity to oxidative stress and ferroptosis, revealing a novel layer of epigenetic control in lipid quality control and damage repair. This positions the LORD pathway as a promising therapeutic target for diseases linked to chronic inflammation, neurodegeneration and cancer.

cell biology↗

bioRxiv2024

Evolutionarily recent transcription factors partake in human cell cycle regulation

The cell cycle is a fundamental process in eukaryotic biology and is accordingly controlled by a highly conserved core signaling cascade. However, whether recently evolved proteins also influence this process is unclear. Here, we systematically map the influence of evolutionarily recent transcription factors (TFs) on human cell cycle progression. We find that the genomic targets of select young TFs, many of which belong to the rapidly evolving Kruppel-associated box (KRAB) zinc-finger proteins (KZFP) family, exhibit synchronized cell cycle expression. Systematic perturbation studies reveal that silencing recent TFs disrupts normal cell cycle progression, which we experimentally confirm for ZNF519, a simian-restricted KZFP. Further, we show that the therian-specific KZFP ZNF274 sets the cell cycle expression and replication timing of hundreds of clustered genes. These findings highlight an underappreciated level of lineage specificity in cell cycle regulation.

cell biology↗

bioRxiv2024

Clusters of lineage-specific genes are anchored by ZNF274 in repressive perinucleolar compartments

Long known as the site of ribosome biogenesis, the nucleolus is increasingly recognized for its role in shaping 3D genome organization. Still, the mechanisms governing the targeting of selected regions of the genome to nucleolus-associated domains (NADs) remain enigmatic. Here we reveal the essential role of ZNF274, a SCAN-bearing member of the Kruppel-associated box (KRAB)-containing zinc finger proteins (KZFP) family, in sequestering lineage-specific gene clusters within NADs. Ablation of ZNF274 triggers transcriptional activation across entire genomic neighborhoods - encompassing, among others, protocadherin and KZFP-encoding genes - with loss of repressive chromatin marks, altered 3D genome architecture and de novo CTCF binding. Mechanistically, ZNF274 anchors target DNA sequences at the nucleolus and facilitates their compartmentalization via a previously uncharted function of the SCAN domain. Our findings illuminate the mechanisms underlying NADs organization and suggest that perinucleolar entrapment into repressive hubs constrains the activation of tandemly arrayed genes to enable selective expression and modulate cell differentiation programs during development.

molecular biology↗

bioRxiv2023

POU5F1B is a human-restricted ROCK inhibitor-sensitive oncoprotein that restructures membrane nanodomains to increase cell adhesion

Evolution confers new species with distinctive biological features that can translate in either purely mechanistic speciation or novel phenotypes. Retrotransposition in the last Hominidae common ancestor of the pluripotency regulator POU5F1/OCT4 led to human POU5F1B, which promotes gastrointestinal cancer growth and metastasis through unknown mechanisms. Here, we show that POU5F1B fosters cell invasiveness by inducing plasma membrane remodeling. This ability exquisitely depends on a series of post-translational modifications. Ubiquitination of two lysine residues found exclusively in human POU5F1B results in its cytoplasmic retention, contrasting with the nuclear POU5F1. ZDHHC17-mediated S-acylation then triggers POU5F1B association with membrane nanodomains enriched in cell adhesion and signaling molecules. This is accompanied by the cell surface clustering and accelerated turnover of focal adhesion proteins, with enhanced cell invasiveness. Finally, screening for inducers of POU5F1B degradation, we found its stability to depend critically on Rho-associated protein kinases, revealing potential avenues for the treatment of POU5F1B-expressing tumors.

cancer biology↗

bioRxiv2023

ACE2 mimetic antibody potently neutralizes all SARS-CoV-2 variants and fully protects in XBB.1.5 challenged monkeys

The rapid evolution of SARS-CoV-2 to variants with improved transmission efficiency and reduced sensitivity to vaccine-induced humoral immunity has abolished the protective effect of licensed therapeutic human monoclonal antibodies (mAbs). To fill this unmet medical need and protect vulnerable patient populations, we isolated the P4J15 mAb from a previously infected, vaccinated donor, with <20 ng/ml neutralizing activity against all Omicron variants including the latest XBB.2.3 and EG.1 sub-lineages. Structural studies of P4J15 in complex with Omicron XBB.1 Spike show that the P4J15 epitope shares [~]93% of its buried surface area with the ACE2 contact region, consistent with an ACE2 mimetic antibody. Although SARS-CoV-2 mutants escaping neutralization by P4J15 were selected in vitro, these displayed lower infectivity, poor binding to ACE2, and the corresponding escape mutations are accordingly rare in public sequence databases. Using a SARS-CoV-2 XBB.1.5 monkey challenge model, we show that P4J15 confers complete prophylactic protection. We conclude that the P4J15 mAb has potential as a broad-spectrum anti-SARS-CoV-2 drug.

microbiology↗

bioRxiv2023

Deconvolution of ex-vivo drug screening data and bulk tissue expression predicts the abundance and viability of cancer cell subpopulations

Ex-vivo drug sensitivity screening allows the prediction of cancer treatment effectiveness in a personalized fashion. However, it only provides a readout on mixtures of cells, potentially occulting important information on clinically relevant cell subtypes. To address this shortcoming, we developed a machinelearning framework to decompose drug sensitivity recorded at the bulk level into cell subtype-specific drug sensitivity. We first determined that our method could decipher the cellular composition of bulk samples with top-ranking accuracy across five cancer types compared to state-of-the-art bulk deconvolution methods. We emphasize its effectiveness in the realm of Acute Myeloid Leukemia, where it appears to offer the most precise estimation of leukemic stem cell fractions across three test datasets and three patient cohorts. We then optimized an algorithm capable of estimating cell subtype- and single-cell-specific drug sensitivity, which we evaluated by performing in-vitro drug studies and in-depth simulations. We then applied our deconvolution strategy to the beatAML cohort dataset, currently the most extensive database of ex-vivo drug screening data. We developed a drug sensitivity profile tailored to specific cell subtypes, focusing on four therapeutic compounds predicted to target leukemic stem cells: the previously known midostaurin and A-674563, as well as SNS-032 and foretinib, which have not been previously linked to leukemic stem cells. Our work provides an attractive new computational tool for drug development and precision medicine.

bioinformatics↗

bioRxiv2023

Ancestral genome reconstruction enhances transposable element annotation by identifying degenerate integrants

Growing evidence indicates that transposable elements (TEs) play important roles in evolution by providing genomes with coding and non-coding elements. Identification of TE-derived functional elements, however, has relied on TE annotations in individual species, which limits its scope to relatively intact TE sequences and misses elements derived from evolutionarily old TEs. Here, we report a novel approach to uncover previously unannotated degenerate TEs (degTEs) by probing multiple ancestral genomes reconstructed from hundreds of species. We applied this method to the human genome and discovered 1,452,810 degTEs, representing a 10.8% increase over the most recent human TE coverage. Further, we discovered that degTEs contribute to various cis-regulatory elements as well as transcription factor binding sites, including those of a known TE-controlling family, the KRAB zinc-finger proteins. We also report unannotated chimeric transcripts between degTEs and human genes expressed in embryos. This study provides a novel methodology and a freely available resource that will facilitate the investigation of TE co-option events on a full scale.

genomics↗

bioRxiv2023

SARS-CoV-2 shifts transcription of host gene to increase Spike acylation and boost infectivity

SARS-CoV-2 infection requires Spike protein mediating fusion between the viral and cellular membranes. The fusogenic activity of Spike requires its post-translational lipid modification by host S-acyltransferases, predominantly ZDHHC20. Previous observations indicate that SARS-CoV-2 infection augments the S-acylation of Spike when compared to transfection. Here, we find that SARS-CoV-2 infection triggers a change in the transcriptional start site of the zddhc20 gene, both in cells and in an in vivo infection model, resulting in a 67-amino-acid-long N-terminally extended protein with 37-times higher Spike acylating activity, leading to enhanced viral infectivity. Furthermore, we observed the same induced transcriptional change in response to other challenges, such as chemically induced colitis, indicating that SARS-CoV-2 hijacks an existing cell damage response pathway to generate more infectious viruses.

cell biology↗

bioRxiv2023

KRAB zinc finger proteins ZNF587/ZNF417 protect lymphoma cells from replicative stress-induced inflammation

Heterochromatin loss and genetic instability enhance cancer progression by favoring clonal diversity, yet uncontrolled replicative stress can lead to mitotic catastrophe and inflammatory responses promoting immune rejection. KRAB-containing zinc finger proteins (KZFPs) are epigenetic modulators, which for many control heterochromatin at transposable element (TE)-embedded regulatory sequences. We identified a cluster of 18 KZFPs associated with poor prognosis in diffuse large B cell lymphoma (DLBCL). We found their upregulation to correlate with increased copy number alterations and suppression of immune responses in tumor samples. Upon depleting two that target evolutionarily recent TEs, the primate-specific ZNF587 and ZNF417 paralogs, the proliferation of DLBCL cell lines was drastically impaired and replicative stress abruptly induced with marked alterations of the chromatin landscape and multiplication of DNA replication origins. Furthermore, ZNF587/417 knockdown upregulated interferon/inflammatory-related genes through activation of the cGAS-STING DNA sensing pathway, augmented the susceptibility of tumor cells to macrophage-mediated phagocytosis, and modified their immunogenicity through an increased surface expression of HLA-I and reshuffling of their immunopeptidome. ZNF587 and ZNF417 are thus pro-oncogenic factors allowing for higher degrees of genetic instability through attenuation of replicative stress and secondary inflammation, an influence that likely facilitates the clonal expansion, diversification, and immune evasion of cancer cells.

cancer biology↗

bioRxiv2023

Genetic features and genomic targets of human KRAB-Zinc Finger Proteins

Kruppel-associated box (KRAB) domain-containing zinc finger proteins (KZFPs) are one of the largest groups of transcription factors encoded by tetrapods, with 378 members in human alone. KZFP genes are often grouped in clusters reflecting amplification by gene and segment duplication since the gene family first emerged more than 400 million years ago. Previous work has revealed that many KZFPs recognize transposable element (TE)-embedded sequences as genomic targets, and that KZFPs facilitate the co-option of the regulatory potential of TEs for the benefit of the host. Here, we present a comprehensive survey of the genetic features and genomic targets of human KZFPs, notably completing past analyses by adding data on more than a hundred family members. General principles emerge from our study of the TE-KZFP regulatory system, which point to multipronged evolutionary mechanisms underlaid by highly complex and combinatorial modes of action with strong influences on human speciation.

genomics↗

bioRxiv2022

Statistical learning quantifies transposable element-mediated cis-regulation

BackgroundTransposable elements (TEs) have colonized the genomes of most metazoans, and many TE-embedded sequences function as cis-regulatory elements (CREs) for genes involved in a wide range of biological processes from early embryogenesis to innate immune responses. Because of their repetitive nature, TEs have the potential to form CRE platforms enabling the coordinated and genome-wide regulation of protein-coding genes by only a handful of trans-acting transcription factors (TFs). ResultsHere, we directly test this hypothesis through mathematical modeling and demonstrate that differences in expression at protein-coding genes alone are sufficient to estimate the magnitude and significance of TE-contributed cis-regulatory activities, even in contexts where TE-derived transcription fails to do so. We leverage hundreds of overexpression experiments and estimate that, overall, gene expression is influenced by TE-embedded CREs situated within approximately 200kb of promoters. Focusing on the cis-regulatory potential of TEs within the gene regulatory network of human embryonic stem cells, we find that pluripotency-specific and evolutionarily young TE subfamilies can be reactivated by TFs involved in post-implantation embryogenesis. Finally, we show that TE subfamilies can be split into truly regulatorily active versus inactive fractions based on additional information such as matched epigenomic data, observing that TF binding may better predict TE cis-regulatory activity than differences in histone marks. ConclusionOur results suggest that TE-embedded CREs contribute to gene regulation during and beyond gastrulation. On a methodological level, we provide a statistical tool that infers TE-dependent cis-regulation from RNA-seq data alone, thus facilitating the study of TEs in the next-generation sequencing era.

genomics↗

bioRxiv2022

Cryo-EM structures and binding of mouse ACE2 to SARS-CoV-2 variants of concern

Investigation of potential hosts of the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is crucial to understanding future risks of spillover and spillback. SARS-CoV-2 has been reported to be transmitted from humans to various animals after requiring relatively few mutations.[1] There is significant interest in describing how the virus interacts with mice as they are well adapted to human environments, are used widely as infection models and can be infected.[2] Structural and binding data of the mouse ACE2 receptor with the Spike protein of newly identified SARS-CoV-2 variants are needed to better understand the impact of immune system evading mutations present in variants of concern (VOC). Previous studies have developed mouse-adapted variants and identified residues critical for binding to heterologous ACE2 receptors.[3,4] Here we report the cryo-EM structures of mouse ACE2 bound to trimeric Spike ectodomains of four different VOC: Beta, Omicron BA.1, Omicron BA.2.12.1 and Omicron BA.4/5. These variants represent the oldest to the newest variants known to bind the mouse ACE2 receptor. Our high-resolution structural data complemented with bio-layer interferometry (BLI) binding assays reveal a requirement for a combination of mutations in the Spike protein that enable binding to the mouse ACE2 receptor. AUTHOR SUMMARYThe SARS-CoV-2 virus can infect different types of animals beyond humans. The virus uses its Spike protein on its surface to bind to cells. These cells have a protein called ACE2 that the Spike protein recognizes. Animals have slightly different ACE2 receptors compared to humans. Mice are widely used as a research animal and live in the same environments as humans so scientists are particularly interested. Understanding how Spike proteins binds to the mouse ACE2 receptor allows us to understand the impact of immune evading mutations found in new variants. We use a high resolution imaging technique called cryo-electron microscopy to look at how different Spike variants bind to the ACE2 receptor from mouse at a resolution where we can see the amino acids. We can see directly the individual amino acids and mutations on the Spike protein that interact with the mouse ACE2 receptor. Many of the mutations found in variants of concern also increase the strength of binding to the mouse ACE2 receptor. This result suggests that mutations in the Spike protein of future variants may have an additional effect in influencing how it binds to not only human ACE2 receptors but to mice and also different animals.

immunology↗

bioRxiv2022

P2G3 human monoclonal antibody neutralizes SARS-CoV-2 Omicron subvariants including BA.4 and BA.5 and Bebtelovimab escape mutants

The rapid evolution of SARS-CoV-2 has led to a severe attrition of the pool of monoclonal antibodies still available for COVID-19 prophylaxis or treatment. Omicron subvariants notably escape most antibodies developed so far, with Bebtelovimab last amongst clinically approved therapeutic antibodies to display still good activity against all of them including the currently dominant BA.4/BA.5. We recently described P2G3, a broadly active SARS-CoV-2 monoclonal antibody, which targets a region of Spike partly overlapping with the site recognized by Bebtelovimab. Here, we reveal that P2G3 efficiently neutralizes SARS-CoV-2 omicron subvariants including BA.4/BA.5. We further demonstrate that P2G3 neutralizes Omicron BA.2 and BA.4 mutants escaping Bebtelovimab blockade, whereas the converse is not true. FundingEU COVICIS program; private foundation advised by CARIGEST SA.

microbiology↗