Biology subjects

Reinius, B.

Publications and source records attributed to Reinius, B..

17 recordsLinked to original sources

bioRxiv2025

Dosage responses of aneuploid autosomal chromosomes

Aneuploidy, resulting from segmental or complete chromosomal losses or gains, is generally detrimental to organismal fitness, but is also associated with tumourigenicity. While sex chromosome aneuploidies are well-tolerated due to dedicated allelic dosage compensation mechanisms, the existence of similar regulatory processes for autosomes remains debated. Here, we investigate transcriptional responses to autosomal aneuploidies and find evidence for global dosage compensation across aneuploid chromosomes. Using high-sensitivity, allele-resolved single-cell RNA-seq on monoclonal cell expansions with varying ploidies and degrees of autosomal aneuploidy, we uncover consistent transcriptional compensation upon chromosome losses via increased burst frequency from the remaining allele. This operates in a region-specific manner across both complete and segmental aneuploidies, revealing a previously underappreciated flexibility of dosage response. Complementary proteomics analyses demonstrate additional dosage buffering at the protein level, resulting in near-stoichiometric rebalancing across autosomal aneuploid chromosomes. Analyses of cancer transcriptomes confirms that compensatory mechanisms are active in primary tumours. Our findings reveal extensive dosage compensation as a genome-wide, dynamic, response to gene product imbalance. This mechanism extends beyond sex chromosomes, supports transcriptional homeostasis, and represents a fundamental, evolutionarily conserved mode of transcriptional regulation active across species and in aneuploid cancer cells.

cell biology↗

bioRxiv2024

Z-chromosome dosage compensation and a male-specific lncRNA in octopus

Sex chromosomes typically present as two copies of a large, gene-rich differentiated chromosome in the homogametic sex (e.g. XX in female mammals, ZZ in male birds) but as a single copy in the heterogametic sex, often paired with a sex-specific, degenerated chromosome (XY in male mammals, ZW in female birds). This creates a significant gene product dosage imbalance of the X and Z chromosomes between the sexes as well as between the single sex chromosome and the autosomes in the heterogametic sex, making its resolution essential. Dosage compensation and its molecular mechanisms have primarily been studied in select organisms, such as primates, rodents, birds, fruit flies, and Caenorhabditis elegans, while the extent and mechanisms of dosage compensation remain largely unexplored in the vast majority of animal taxa. Recently, coleoid cephalopods, including octopuses, squids, and cuttlefish, were reported to possess a ZZ/Z0 sex chromosome system1, where males carry two copies of the Z chromosome while females carry only one. However, whether dosage compensation occurs in these species remains unexplored. Here, we show, for the first time, that Z-chromosome dosage compensation is achieved in octopus. Using both original RNA-seq data from O.vulgaris paralarvae as well as publicly available datasets from O.vulgaris and O.sinensis, we report extensive but incomplete dosage compensation of the Z-chromosome in female octopus at the RNA level, similar to Z-chromosome dosage compensation in avian ZW systems. Furthermore, we identify two evolutionarily conserved Z-linked lncRNAs, one featuring strong male-biased expression patterns, that we termed "Zmast" and another with strong female-biased expression patterns that we termed "Zfest". Our results provide the first evidence of sex chromosome dosage compensation in octopus, representing one of the most ancient known animal sex-chromosome systems, and raise the possibility that non-coding RNA may play a role in its regulation, akin that observed in younger animal taxa.

molecular biology↗

bioRxiv2024

Multi-layered dosage compensation of the avian Z chromosome

Sex-chromosome dosage represents a challenge for heterogametic species to maintain correct proportion of gene products across chromosomes in each sex. While therian mammals (XX/XY system) achieve near-perfect balance of X-chromosome mRNAs through X-upregulation and X-inactivation, birds (ZW/ZZ system) have been found to lack efficient compensation at RNA level, challenging the necessity of resolving major gene-dosage discrepancies in avian cells. Through allele-resolved multiome analyses, we comprehensively examined dosage compensation in female (ZW), male (ZZ), and rare intersex (ZZW) chicken. Remarkably, this revealed that females exhibit upregulation of their single Z through increased transcriptional burst frequency similar to mammalian X-upregulation, and that Z-protein levels are further balanced via enhanced translation efficiency in females. Global analyses of transcriptional kinetics elements in birds demonstrate remarkable conservation of the genomic encoding of burst kinetics between mammals and birds. Our study uncovers new mechanisms for achieving sex-chromosome dosage compensation and highlights the importance of gene-dosage balance across diverse species.

molecular biology↗

bioRxiv2024

Introducing synthetic thermostable RNase inhibitors to single-cell RNA-seq

Single-cell RNA-sequencing (scRNAseq) is revolutionizing biomedicine, propelled by advances in methodology, ease of use, and cost reduction of library preparation. Over the past decade, there have been remarkable technical improvements in most aspects of single-cell transcriptomics. Yet, there has been little to no progress in advancing RNase inhibition despite maintained RNA integrity being critical during cell collection, storage, and cDNA library generation. Here, we demonstrate that a synthetic thermostable RNase inhibitor yields single-cell libraries of equal or superior quality compared to ubiquitously used protein-based recombinant RNase inhibitors (RRIs). Importantly, the synthetic RNase inhibitor provides additional unique improvements in reproducibility and throughput, enables new experimental workflows including retained RNase inhibition throughout heat cycles, and can reduce the need for dry-ice transports. In summary, replacing RRIs represents a substantial advancement in the field of single-cell transcriptomics.

molecular biology↗

bioRxiv2023

All-optical voltage imaging-guided postsynaptic single-cell transcriptome profiling with Voltage-Seq

Neuronal pathways recruit large postsynaptic populations and maintain connections via distinct postsynaptic response types (PRTs). Until recently, PRTs were only accessible as a selection criterion for single-cell RNA-sequencing (scRNA-seq) through probing by low-throughput whole-cell electrophysiology. To overcome these limitations and target neurons based on specific PRTs for soma collection and subsequent scRNA-seq, we developed Voltage-Seq. An on-site analysis tool, VoltView, was created to guide soma harvesting of specific PRTs using a classifier based on a previously acquired connectome database from multiple animals. Here, we present a detailed step-by-step protocol, including setting up the optical path, the imaging setup, detailing the imaging procedure, and analysis, the reagents and protocols, complete procedure for sequencing library preparation, and provide other tips and pitfalls to assist researchers in conducting high-throughput all-optical voltage imaging, and to obtain the single-cell transcriptomic data from selected postsynaptic neurons. Voltage-seq workflow can be completed in [~]6 weeks including 4-5 weeks of viral expression of the Voltron sensor. The approach allows researchers to resolve the connectivity ratio of a specific pathway and explore the diversity of PRTs within that connectome. Furthermore, the high throughput in conjunction with quick analysis gives unique access to find specific connections within a large postsynaptic connectome. Voltage-seq also allows the investigation of correlations between connectivity and gene expression changes in a postsynaptic cell-type-specific manner in both excitatory and inhibitory connections.

neuroscience↗

bioRxiv2022

Global loss of cellular m6A RNA methylation following infection with different SARS-CoV-2 variants

Host-viral interactions during SARS-CoV-2 infection are needed to understand COVID-19 pathogenesis and may help to guide the design of novel antiviral therapeutics. N6-methyladenosine modification (m6A), one of the most abundant cellular RNA modifications, regulates key processes in RNA metabolism during a stress response. Gene expression profiles observed post-infection with different SARS-CoV-2 variants show changes in the expression of genes related to RNA catabolism, including m6A readers and erasers. We found that infection with SARS-CoV-2 variants caused a loss of m6A in cellular RNAs, whereas m6A was detected abundantly in viral RNA. METTL3, the m6A methyltransferase, showed an unusual cytoplasmic localization post-infection. The B.1.351 variant had a less pronounced effect on METTL3 localization and loss of m6A than the B.1 and B.1.1.7 variants. We also observed a loss of m6A upon SARS-CoV-2 infection in air/liquid interface cultures of human airway epithelia, confirming that m6A loss is characteristic of SARS-CoV-2 infected cells. Further, transcripts with m6A modification were preferentially down-regulated post-infection. Inhibition of the export protein XPO1 resulted in the restoration of METTL3 localization, recovery of m6A on cellular RNA, and increased mRNA expression. Stress granule formation, which was compromised by SARS-CoV-2 infection, was restored by XPO1 inhibition and accompanied by a reduced viral infection in vitro. Together, our study elucidates how SARS-CoV-2 inhibits the stress response and perturbs cellular gene expression in an m6A-dependent manner.

molecular biology↗

bioRxiv2022

Notch engagement by Jag1 nanoscale clusters indicates a force-independent mode of activation

The Notch signaling pathway is a cell-cell communication system with fundamental roles in embryonic development and the nervous system. The model of Notch receptor activation that is currently most accepted, involves a force-induced conformation change at the negative regulatory region of the receptor, the subsequent recruitment of ADAM metalloproteases and a cleavage cascade that releases the Notch intracellular domain. Here, we define conditions that enable force-independent Notch activation through the formation of soluble, long-lived, multivalent ligand-receptor complexes. To investigate how ligand valency affects activation of Notch receptors, we treated iPSc-derived neuroepithelial stem-like (lt-NES) cells with different spatially defined, molecularly precise ligand nanopatterns on DNA origami nanostructures. Our data indicate that Notch signaling is activated via stimulation with multivalent clusters of the ligand Jag1, and even multivalent chimeric structures where some Jag1 proteins are replaced by other binders that do not target Notch. The findings are corroborated by systematic elimination, through experimental control, of several confounding factors that potentially could generate forces, including electrostatic interactions, endocytosis and non-specific binding. Taken together, our data suggest a model where Jag1 ligands are able to activate Notch receptors upon prolonged binding, which subsequently triggers downstream signaling in a force independent manner. These findings reveal a distinct mode of activation of Notch and could lay the foundation for the development of soluble Notch agonists that currently remain elusive.

cell biology↗

bioRxiv2022

Esr1+ hypothalamic-habenula neurons shape aversive states.

Excitatory projections from the lateral hypothalamic area (LHA) to the lateral habenula (LHb) drive aversive responses. We used Patch-seq guided multimodal classification to define the structural and functional heterogeneity of the LHA-LHb pathway. Our classification identified six glutamatergic neuron types with unique electrophysiological properties, molecular profiles, and projection patterns. We found that genetically-defined LHA-LHb neurons signal distinct aspects of emotional or naturalistic behaviors: Esr1+ LHA-LHb neurons induce aversion, whereas Npy+ LHA-LHb neurons control rearing behavior. Repeated optogenetic drive of Esr1+ LHA-LHb neurons induces a behaviorally persistent aversive state, and large-scale recordings showed a region-specific neural representation of the aversive state in the prelimbic region of the prefrontal cortex. We further found that exposure to unpredictable mild shocks induced a sex-specific sensitivity to develop a stress state in female mice, which was associated with a specific shift in the intrinsic properties of bursting-type Esr1+ LHA-LHb neurons. In summary, we describe the diversity of LHA-LHb neuron types, and provide evidence for the role of Esr1+ neurons in aversion and sexually dimorphic stress sensitivity.

neuroscience↗

bioRxiv2022

High-throughput all-optical postsynaptic plasticity map navigates connectome-guided Voltage-Seq

Understanding the routing of neuronal information requires the functional characterization of connections. Neuronal projections recruit large postsynaptic ensembles with distinct postsynaptic response types (PRTs). PRT is probed by low-throughput whole-cell electrophysiology and is not a selection criterion for single-cell RNA-sequencing (scRNA-seq). To overcome these limitations and target neurons based on specific PRTs for soma harvesting and subsequent scRNA-seq we created Voltage-Seq. To test our methodology, we established all-optical voltage imaging and recorded the PRT of 8347 periaqueductal gray (PAG) neurons evoked by the optogenetic activation of ventromedial hypothalamic (VMH) terminals. PRTs were classified and spatially resolved in the entire VMH-PAG connectome. We built an on-site analysis named VoltView to navigate soma harvesting towards target PRTs guided by a classifier which used the VMH-PAG connectome database as a reference. We demonstrated the agility of Voltage-Seq in locating VMH-driven GABAergic neurons in the PAG, solely guided by the on-site classification in VoltView.

neuroscience↗

bioRxiv2021

Smart3-ATAC: a highly sensitive method for joint accessibility and full-length transcriptome analysis in single cells

Joint single-cell measurements of gene expression and DNA regulatory element activity holds great promise as a tool to understand transcriptional regulation. Towards this goal we have developed Smart3-ATAC, a highly sensitive method which allows joint mRNA and chromatin accessibility analysis genome wide in single cells. With Smart3-ATAC, we are able to obtain the highest possible quality measurements per cell. The method combines transcriptomic profiling based on the highly sensitive Smart-seq3 protocol on cytosolic mRNA, with a novel low-loss single-cell ATAC (scATAC) protocol to measure chromatin accessibility. Compared to current droplet multiome methods, the yield of both the scATAC protocol and mRNA-seq protocol is markedly higher.

systems biology↗

bioRxiv2021

Allele-resolved single-cell multi-omics uncovers the dynamics and transcriptional kinetics of X-chromosome upregulation

X-chromosome inactivation (XCI) and upregulation (XCU) are the major opposing chromosome-wide modes of gene regulation that collectively achieve dosage compensation in mammals, but the regulatory link between the two remains elusive. Here, we use allele-resolved single-cell RNA-seq combined with chromatin accessibility profiling to finely dissect the separate effects of XCI and XCU on RNA levels during mouse development. We uncover that balanced X dosage is flexibly attained through expression tuning by XCU in a sex- and lineage-specific manner along varying degrees of XCI and across developmental and cellular states. Male blastomeres achieve XCU upon zygotic genome activation while females experience two distinct waves of XCU, upon imprinted- and random XCI, and ablation of Xist impedes female XCU. Contrary to widely established models of mammalian dosage compensation, naive female embryonic cells carrying two active X chromosomes do not exhibit upregulation but express both alleles at basal level, yet collectively exceeding the RNA output of a single hyperactive allele. We show, in vivo and in vitro, that XCU is kinetically driven by X-specific modulation of transcriptional burst frequency, coinciding with increased compartmentalization of the hyperactive allele. Altogether, our data provide unprecedented insights into the dynamics of mammalian XCU, prompting a revised model of the chain in events of allelic regulation by XCU and XCI in unitedly achieving stable cellular levels of X-chromosome transcripts.

genomics↗

bioRxiv2020

X-chromosome upregulation is dynamically linked to the X-inactivation state

Mammalian X-chromosome dosage balance is regulated by X-chromosome inactivation (XCI) and X-chromosome upregulation (XCU), but the dynamics of XCU as well as the interplay between the two mechanisms remain poorly understood. Here, we mapped XCU throughout early mouse embryonic development at cellular and allelic resolution, revealing sex- and lineage-specific dynamics along key events in X-chromosome regulation. Our data show that XCU is linearly proportional to the degree of XCI, indicating that dosage compensation ensues based on mRNA levels rather than number of active X chromosomes. In line with this, we reveal that the two active X chromosomes in female naive embryonic stem cells are not hyperactive as previously thought. In all lineages, XCU was underlain by increased transcriptional burst frequencies, providing a mechanistic basis in vivo. Together, our results demonstrate unappreciated flexibility of XCU in balancing X-chromosome expression, and we propose a general model for allelic dosage balance, applicable for wider mechanisms of transcriptional regulation.

cell biology↗

bioRxiv2020

Deducing transcriptional kinetics and molecular functions of long non-coding RNAs using allele-sensitive single-cell RNA-sequencing

An increasing number of studies have demonstrated the regulatory importance of long non-coding RNAs (lncRNAs), yet little is known about their transcriptional dynamics and it remains challenging to determine their regulatory functions. Here, we used allele-sensitive single-cell RNA-seq (scRNA-seq) to demonstrate that lncRNAs have lower burst frequencies with twice as long duration between bursts, compared to mRNAs. Additionally, we observed an increased cell-to-cell variability in lncRNA expression that was due to more sporadic bursting (lower frequency) with larger numbers of RNA molecules being produced. Exploiting heterogeneity in asynchronously growing cells, we identified and experimentally validated lncRNAs with cell-state specific functions involved in cell cycle progression and apoptosis. Finally, utilizing allele-resolved RNA expression, we identified cis functioning lncRNAs and observed that knockdown of these lncRNAs modulated either transcriptional burst frequency or size of the nearby protein-coding gene. Collectively, our results identify distinct transcriptional regulation of lncRNAs and we demonstrate a role for lncRNAs in the regulation of transcriptional bursting of mRNAs.

genomics↗

bioRxiv2019

Clonally distinct differentiation trajectories shape CD8+ memory T cell heterogeneity after acute viral infections in humans

CD8+ T cells play essential roles in immunity to viral and bacterial infections, and to guard against malignant cells. The CD8+ T cell response to an antigen is composed of many T cell clones with unique T cell receptors, together forming a heterogenous repertoire of phenotypically and functionally distinct effector and memory cells1, 2. How individual T cell clones contribute to this heterogeneity during an immune response is key to understand immunity but remains largely unknown. Here, we longitudinally tracked CD8+ T cell clones expanding in response to yellow fever virus vaccination at the single cell level in humans. We show that only a fraction of the clones detected in the acute response persists as circulating memory T cells, indicative of clonal selection. Clones persisting in the memory phase displayed biased differentiation trajectories along a gradient of stem cell memory (SCM) towards terminally differentiated effector memory (EMRA) fates. Reactivation of single memory CD8+ T cells revealed that they were poised to recapitulate skewed differentiation trajectories in secondary responses, and this was generalizable across individuals for both yellow fever and influenza virus. Together, we show that the sum of distinct clonal differentiation repertoires results in the multifaceted T cell response to acute viral infections in humans.

immunology↗

bioRxiv2019

Expression reduction of biallelically transcribed X-linked genes during the human female preimplantation development

Our previous single-cell RNA-seq data from human preimplantation embryos showed that female X-chromosome mRNA levels become partly dose compensated during the timespan between zygotic genome activation (ZGA) and implantation. At the same time, XIST RNA is expressed from, and forms clouds in proximity to, both X-chromosome copies and biallelic expression of other X-linked genes persists. We proposed that X-chromosome transcription is transiently lowered on both alleles before X-chromosome inactivation (XCI) takes place. This notion was recently challenged in a reanalysis performed by Moreira de Mello et al, claiming to provide evidence against biallelic expression dampening and that instead proper XCI was responsible for the observed dosage compensation. Here we have addressed this reanalysis and highlighted methodological issues, and we conclude a current lack of evidence against biallelic X-chromosome dampening.

molecular biology↗

bioRxiv2019

Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance

Transcriptional bursts render substantial biological noise in cellular transcriptomes. Here, we investigated the theoretical extent of monoallelic expression resulting from transcriptional bursting and how it compared to the amounts of monoallelic expression of autosomal genes observed in single-cell RNA-sequencing (scRNA-seq) data. We found that transcriptional bursting can explain frequent observations of autosomal monoallelic gene expression in cells. Importantly, the burst frequency largely determined the fraction of cells with monoallelic expression, whereas both burst frequency and size contributed to allelic imbalance. Allelic observations deviate from the expected when analysed across heterogeneous groups of cells, suggesting that allelic modelling can provide an unbiased assessment of heterogeneity within cells. Finally, large numbers of cells are required for analyses of allelic imbalance to avoid confounding observations from transcriptional bursting. Altogether, our results shed light on the implications of transcriptional burst kinetics on allelic expression patterns and phenotypic variation between cells.

genomics↗

bioRxiv2019

Transcriptional kinetics of X-chromosome upregulation

Ohnos hypothesis postulates that X-chromosome upregulation rectifies X-dose imbalance relative to autosomal genes, present in two active copies per cell. Here we dissected X-upregulation into kinetics of transcription, inferred from allele-specific single-cell RNA-sequencing (scRNAseq) data from somatic mouse cells. We confirmed increased X-chromosome expression, and remarkably found that the X-chromosome achieved upregulation by elevated burst frequencies. This provides mechanistic insights into X-chromosome upregulation.

molecular biology↗