Biology subjects

Peer, D.

Publications and source records attributed to Peer, D..

6 recordsLinked to original sources

bioRxiv2026

Hierarchical classification of immune cell transcriptomes at population-scale

Accurate immune cell classification is essential for interpreting single-cell RNA sequencing (scRNA-seq) data. However, progress in automating cell type annotation is constrained by the lack of independent, high-resolution benchmarks, as routine data integration introduces statistical dependencies that inflate model generalizability. Here, we present the single-cell universal classification omnibus (Suco), a resource of independent, uniform expert annotations, and Compocyte, a modular hierarchical classifier. Together, they establish a framework that substantially outperforms existing classifiers while facilitating expert review of ambiguous annotations. Applying Compocyte across 50 studies, including three newly generated datasets, we classified 15.6 million leukocytes from 3,965 patients. Within this cohort, we identified a new tumor-associated resorptive macrophage phenotype, a non-canonical monocyte subtype in subclinical cytokine release syndrome, and the programmatic erosion of T cell memory stemness across metastatic sites. Suco and Compocyte thus provide a generalizable framework to uncover the principles governing human immunity at population scale. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=101 SRC="FIGDIR/small/728980v2_ufig1.gif" ALT="Figure 1"> View larger version (37K): org.highwire.dtl.DTLVardef@13a6e4borg.highwire.dtl.DTLVardef@11f1626org.highwire.dtl.DTLVardef@1e72bd4org.highwire.dtl.DTLVardef@1ee799b_HPS_FORMAT_FIGEXP M_FIG C_FIG In briefThe single-cell universal classification omnibus and the modular hierarchical classifier Compocyte enable annotating single cell RNA sequencing data from 3,965 patients, revealing novel resorptive macrophage and vaccination-associated monocyte states, alongside the erosion of T cell memory stemness as a hallmark of solid tumor metastases. HighlightsO_LISuco, a benchmark enabling novel single cell artificial intelligence models C_LIO_LICompocyte, a hierarchical cell type classifier outperforming current architectures C_LIO_LIMacrophages adopt osteoclast-like gene expression states across cancer types C_LIO_LIStem-like programs erode in metastasis-infiltrating T memory cells across tumors C_LI

bioinformatics↗

bioRxiv2026

Acoustically activatable drug-loaded nanodroplets for mechanochemical therapy in solid tumors

Stimulus-responsive nanomedicines promise spatiotemporally controlled therapy, yet most systems rely on passive delivery and lack precise, externally programmable activation while maintaining clinical compatibility. Here we engineer sub-200 nm, perfluorocarbon (PFC)-core nanodroplets (NDs) that integrate efficient core drug loading, physiological stability, and acoustically programmable activation within a single nanoscale agent. These NDs are fabricated using microfluidic nanoassembly to achieve controlled size and composition, and are designed to encapsulate fluorinated payloads directly within the liquid core. Upon exposure to a sequential dual-frequency ultrasound (US) paradigm, the NDs undergo acoustic droplet vaporization followed by low-frequency cavitation, enabling spatially confined mechanical disruption and on-demand payload release within clinically relevant acoustic limits. These properties are engineered to overcome physicochemical barriers in solid tumors, including dense extracellular matrix and restricted drug penetration. This approach achieves enhanced payload release and induces potent mechanochemical cytotoxicity in vitro. In vivo, NDs exhibit prolonged circulation and tumor accumulation, while US activation drives substantial tissue fractionation, control drug release, and increases subsequent nanoparticle uptake. When applied to a solid tumor model, this combined mechanochemical strategy improves tumor control and significantly extends survival compared to either modality alone. These acoustically activatable NDs provide a versatile system for stimulus-responsive, site-targeted drug delivery and mechanical tumor disruption, with strong potential for clinical translation. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=99 SRC="FIGDIR/small/719550v1_ufig1.gif" ALT="Figure 1"> View larger version (52K): org.highwire.dtl.DTLVardef@9c07f8org.highwire.dtl.DTLVardef@1cf355aorg.highwire.dtl.DTLVardef@b7afd1org.highwire.dtl.DTLVardef@177fa1a_HPS_FORMAT_FIGEXP M_FIG C_FIG

cancer biology↗

bioRxiv2025

Low-frequency ultrasound-mediated blood-brain barrier opening enables non-invasive lipid nanoparticle RNA delivery to glioblastoma

Ionizable Lipid Nanoparticles (LNPs) are an FDA-approved non-viral RNA delivery system, though their use for brain therapy is restricted by the blood-brain barrier (BBB). Focused ultrasound combined with microbubbles can disrupt the BBB, but delivering large particles requires balancing increased peak negative pressures while maintaining microvascular integrity. Herein, we optimized low-frequency ultrasound parameters to induce high-amplitude microbubble oscillations, enabling the safe delivery of LNPs across the BBB. First, BBB opening was assessed at different frequencies (850, 250, and 80 kHz) and pressures by monitoring the extravasation of Evans blue (~1 kDa). Next, the delivery of 4, 70, and 150 kDa Dextrans, LNPs entrapping Cy5-siRNAs (~70 nm in diameter), and LNPs entrapping mRNA (~100 nm in diameter) was evaluated via microscopy and bioluminescence. In a glioblastoma syngeneic mouse model, siRNA-Cy5-LNP was successfully delivered. A frequency of 850 kHz and 125 kPa pressure induced safe BBB opening, enabling delivery of both small molecules and LNPs. In healthy brains, LNP entrapping siRNAs delivery increased 10-fold compared to controls, and LNPs with mRNAs showed a 12-fold increase in bioluminescence after 24 hours. In glioblastoma tumors, LNPs with siRNAs delivery resulted in a 6.7-fold increase in fluorescence. This study paves the way for non-invasive LNP delivery to the brain, offering a versatile platform for brain therapies. TOC graphic O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=76 SRC="FIGDIR/small/634427v1_ufig1.gif" ALT="Figure 1"> View larger version (32K): org.highwire.dtl.DTLVardef@cad2bdorg.highwire.dtl.DTLVardef@1d1936corg.highwire.dtl.DTLVardef@259d83org.highwire.dtl.DTLVardef@1883aed_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗

bioRxiv2022

An Effective mRNA-LNP Vaccine Against the Lethal Plague Bacterium

Plague is a rapidly deteriorating contagious disease that has killed millions of people during the history of mankind and is caused by the gram-negative bacterium Yersinia pestis. Currently, the disease is treated effectively with antibiotics. However, in the case of an outbreak caused by a multiple-antibiotic-resistant strain, alternative countermeasures are required. Despite the many efforts to develop a safe vaccine against the disease, there is still no vaccine approved for use in western countries. mRNA Lipid Nanoparticle (mRNA-LNP) vaccines have been demonstrated during the Covid-19 pandemic to be a versatile, clinically relevant, and rapidly manufactured vaccine platform. However, harnessing this platform for bacterial pathogens remains a formidable challenge. Here, we describe the design of several mRNA-LNP vaccine versions against Y. pestis, based on the F1 capsular antigen. We demonstrate that mRNA-LNP vaccines encoding the F1 antigen with either no signal sequences or conjugated to human Fc, provide substantial cellular and humoral responses. Most importantly, these vaccine candidates fully protect animals against Y. pestis infection. The results of this study suggest that mRNA-LNPs can be effective as anti-bacterial vaccines, and further developed to combat other bacterial pathogens, which are urgently needed, given the looming threat of antibiotic resistance. One-Sentence SummaryA novel mRNA-LNP vaccine against Y. pestis, the etiological agent of plague and the first documented mRNA-LNP vaccine to protect against a lethal bacterial pathogen infection.

microbiology↗

bioRxiv2021

A lipid nanoparticle RBD-hFc mRNA vaccine protects hACE2 transgenic mice against lethal SARS-CoV-2 infection

The current global COVID-19 pandemic led to an unprecedented effort to develop effective vaccines against SARS-CoV-2. mRNA vaccines were developed very rapidly during the last year, and became the leading immunization platform against the virus, with highly promising phase-3 results and remarkable efficacy data. Since most animal models are not susceptible to SARS CoV-2 infection, pre-clinical studies are often limited to infection-prone animals such as hamsters and non-human primates. In these animal models, SARS-CoV-2 infection results in viral replication and a mild disease disease. Therefore, the protective efficacy of the vaccine in these animals is commonly evaluated by its ability to elicit immunologic responses, diminish viral replication and prevent weight loss. Our lab recently reported the design of a SARS-CoV-2 human Fc-conjugated receptor-binding domain (RBD-hFc) mRNA vaccine delivered via lipid nanoparticles (LNPs). These experiments demonstrated the development of a robust and specific immunologic response in RBD-hFc mRNA-vaccinated BALB/c mice. In the current study, we evaluated the protective effect of this RBD-hFc mRNA vaccine by employing the K18-hACE2 mouse model. We report that administration of RBD-hFc mRNA vaccine to K18-hACE2 mice led to a robust humoral response comprised of both binding and neutralizing antibodies. In accordance with the recorded immunologic immune response, 70% of vaccinated mice were protected against a lethal dose (3000 plaque forming units) of SARS-CoV-2, while all control animals succumbed to infection. To the best of our knowledge, this is the first non-replicating mRNA vaccine study reporting protection of K18-hACE2 against a lethal SARS-CoV-2 infection.

microbiology↗

bioRxiv2020

Design of SARS-CoV-2 RBD mRNA Vaccine Using Novel Ionizable Lipids

The novel coronavirus SARS-CoV-2 has been identified as the causal agent of COVID-19 and stands at the center of the current global human pandemic, with death toll exceeding one million. The urgent need for a vaccine has led to the development of various immunization approaches. mRNA vaccines represent a cell-free, simple and rapid platform for immunization, and therefore have been employed in recent studies towards the development of a SARS-CoV-2 vaccine. In this study, we present the design of a lipid nanoparticles (LNP)-encapsulated receptor binding domain (RBD) mRNA vaccine. Several ionizable lipids have been evaluated in vivo in a luciferase mRNA reporter assay, and two leading LNPs formulation have been chosen for the subsequent RBD mRNA vaccine experiment. Intramuscular administration of LNP RBD mRNA elicited robust humoral response, high level of neutralizing antibodies and a Th1-biased cellular response in BALB/c mice. These novel lipids open new avenues for mRNA vaccines in general and for a COVID19 vaccine in particular.

immunology↗