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Cui, X.

Publications and source records attributed to Cui, X..

At least 73 records · Page 4Linked to original sources

Coma pattern-based autofocusing unlocks superior performance in unravelling single-cell dynamics during bacterial cold shock response

Imaging-based single-cell physiological profiling holds great potential for uncovering fundamental bacterial cold shock response (CSR) mechanisms, but its application is impeded by severe focus drift during rapid temperature downshifts required for CSR induction. Here, we introduce LUNA (Locking Under Nanoscale Accuracy), an innovative autofocusing method that leverages the coma pattern of detection light to characterize focus drift. LUNA improves the focusing precision down to 3 nm and extends the focusing range to at least 40 times the objective depth-of-focus. These advancements enable us to investigate the complete dynamics of bacterial single-cell CSR, revealing continuous cellular growth and division. We resolve a three-phase adaptation process characterized by distinct growth deceleration dynamics, and show that bacterial cells maintain robust size regulation and coordinate uniform adaptation to cold shock through synchronized growth and elapsed cycles. Notably, a model based on scattering theory reconciles the paradox between the growth lag of batch culture and continuous single-cell growth. These findings fundamentally transform our understanding of bacterial CSR and highlight LUNAs excellent potential for expanding state-of-the-art research in biology.

microbiology↗

CREATE: cell-type-specific cis-regulatory elements identification via discrete embedding

Identifying cis-regulatory elements (CREs) within non-coding genomic regions--such as enhancers, silencers, promoters, and insulators--is pivotal for elucidating the intricate gene regulatory mechanisms underlying complex biological traits. The current prevalent sequence-based methods often focus on singular CRE types, limiting insights into cell-type-specific biological implications. Here, we introduce CREATE, a multimodal deep learning model based on the Vector Quantized Variational AutoEncoder framework, designed to extract discrete CRE embeddings and classify multiple CRE classes using genomic sequences, chromatin accessibility, and chromatin interaction data. CREATE excels in accurate CRE identification and exhibits strong effectiveness and robustness. We showcase CREATEs capability in generating comprehensive CRE-specific feature spectrum, offering quantitative and interpretable insights into CRE specificity. By enabling large-scale prediction of CREs in specific cell types, CREATE facilitates the recognition of disease- or phenotype-related biological variabilities of CREs, thereby expanding our understanding of gene regulation landscapes.

bioinformatics↗

Single-cell RNA-seq Reveals Early Transcriptional Programs of the Maternal to Zygote Transition in Mice and Rats

The maternal to zygote transition in mammals has been an area of intensive research over the past few decades, with an ever-changing landscape of understanding that has accompanied the rapid development of cell-profiling technology. Utilizing a full-length single cell RNA-seq protocol, we profiled mature oocytes and zygotes of mice and rats to uncover elusive transcriptomic dynamics during the maternal to zygote transition. We note the existence of early gene expression of crucial zygotic development pathways in the mouse zygote while revealing a similar chain of events occurring in the rat zygote. We further observe an increase in nascent and intergenic transcription in both species. Moreover, we find subtle but pervasive signals of differential transcript usage in genes related to epigenetic regulation occurring in both species. In terms of post-transcriptional modifications, we find distinct profiles of alternative polyadenylation between zygotes and oocytes in both species, particularly, in genes related to cell cycle processes within the zygotes of mice. Finally, although a more dynamic transcriptomic landscape exists in the mouse zygote, the rat zygote also displays similar transcriptomic features, suggesting that minor zygotic activation in rat may occur earlier than originally thought.

developmental biology↗

A gut-brain-gut interoceptive circuit loop gates sugar ingestion in Drosophila

The communication between the brain and digestive tract is critical for optimising nutrient preference and food intake, yet the underlying neural mechanisms remain poorly understood1-7. Here, we show that a gut-brain-gut circuit loop gates sugar ingestion in flies. We discovered that brain neurons regulating food ingestion, IN18, receive excitatory input from enteric sensory neurons, which innervate the oesophagus and express the sugar receptor Gr43a. These enteric sensory neurons monitor the sugar content of food within the oesophagus during ingestion and send positive feedback signals to IN1s, stimulating the consumption of high-sugar foods. Connectome analyses reveal that IN1s form a core ingestion circuit. This interoceptive circuit receives synaptic input from enteric afferents and provides synaptic output to enteric motor neurons, which modulate the activity of muscles at the entry segments of the crop, a stomach-like food storage organ. While IN1s are persistently activated upon ingestion of sugar-rich foods, enteric motor neurons are continuously inhibited, causing the crop muscles to relax and enabling flies to consume large volumes of sugar. Our findings reveal a key interoceptive mechanism that underlies the rapid sensory monitoring and motor control of sugar ingestion within the digestive tract, optimising the diet of flies across varying metabolic states.

neuroscience↗

A wheat tandem kinase and NLR pair confers resistance to multiple fungal pathogens

Recently discovered tandem kinase proteins (TKPs) are pivotal to the innate immune systems of cereal plants, yet how they initiate plant immune responses remains unclear. This report identifies the wheat protein WTN1, a non-canonical NLR receptor featuring tandem NB-ARC domains, as crucial for WTK3-mediated disease resistance. Both WTK3 and its allelic variant Rwt4, known for conferring resistance to wheat powdery mildew and blast respectively, are capable of recognizing the blast effector PWT4, and activate WTN1 to form calcium-permeable channels, akin to ZAR1 and Sr35. This study unveils a unique plant defense mechanism wherein TKPs and associated NLRs operate as "sensor-executor" pairs against fungal pathogens. Additionally, evolutionary analyses reveal a co-evolutionary trajectory of the TKP-NLR module, highlighting their synergistic role in triggering plant immunity. One Sentence SummaryAn ancient synergistic TKP-NLR pair triggers innate immunity for multiple disease resistance in wheat.

plant biology↗

Regulation of transposons within medium spiny neurons enables molecular and behavioral responses to cocaine

A more complete understanding of the molecular mechanisms by which substance use is encoded in the brain could illuminate novel strategies to treat substance use disorders, including cocaine use disorder (CUD). We have previously discovered that Zfp189, which encodes a Kruppel-associated box zinc finger protein (KZFP) transcription factor (TF), differentially accumulates in nucleus accumbens (NAc) Drd1+ and Drd2+ medium spiny neurons (MSNs) over the course of cocaine exposure and is causal in producing MSN functional and behavioral changes to cocaine1. Here, we aimed to illuminate the brain cell-type specific molecular mechanisms through which this KZFP TF produces CUD-related brain changes, with emphasis on investigating transposable elements (TEs), since KZFPs like ZFP189 are known regulators of TEs2-6. First, we annotated TEs in existing single nuclei RNA-sequencing (snRNAseq) datasets of rodents that were exposed to either acute or repeated cocaine. We discovered that expression of NAc TEs was dramatically altered by cocaine experience, the most sensitive NAc cell-type was MSNs, and TEs in Drd1+ MSNs were considerably more dynamic over the course of cocaine exposure than TEs in Drd2+ MSNs. To determine the causality of this TE dysregulation within NAc MSNs in cocaine-induced brain changes, we virally delivered conditional synthetic ZFP189 TFs of our own design to Drd1+ or Drd2+ MSNs. These synthetic ZFP189 TFs are capable of directly activating (ZFP189VPR) or repressing (ZFP189WT) brain TEs2. We discover that behavioral and cell morphological adaptations to cocaine are produced by activating TEs with ZFP189VPR in Drd1+ MSNs or stabilizing TEs with ZFP189WT in Drd2+ MSNs, revealing a persistent opponent process balanced across MSN subtypes and weighted by TE stability and consequent gene expression within MSN subtype. We next performed snRNAseq of the whole NAc virally manipulated with ZFP189 TFs. We observed that, relative to ZFP189WT, NAc manipulated with ZFP189VPR impeded cocaine-induced gene expression in NAc cell-types, including both Drd1+ and Drd2+ MSNs. Within either MSN subtype, the consequence of normal ZFP189 function was to enhance immune-related gene expression, and ZFP189VPR impeded these gene expression profiles. We finally performed cocaine intravenous self-administration to determine the consequence of NAc ZFP189-mediated transcriptional control on cocaine use behaviors. We observed that ZFP189VPR impeded any increases in active lever responses following a period forced cocaine abstinence. This research demonstrates that KZFP-mediated transcriptional repression of TEs within NAc MSNs is a causal molecular step in enabling gene expression and subsequent cellular and behavioral responses to cocaine use, and the use of ZFP189VPR in this work demonstrates cell-type specific mechanistic strategies to block CUD-related brain adaptations, which may inform future CUD treatments.

neuroscience↗

PBAE-PEG based lipid nanoparticles for lung cell-specific gene delivery

Delivery of modified mRNA encapsulated in lipid nanoparticles, exemplified by their successful use in COVID-19 vaccination, provides a framework for treating various genetic and acquired disorders. Herein, we developed PEGylated(PBAE-PEG) and non-PEGylated(PBAE) PBAE with lipids 4A3-SC8/DOPE/cholesterol/DOTAP to form lipid nanoparticles (LNPs) for mRNA delivery into different types of pulmonary cells in vivo. PBAE-PEG/LNP were highly active in transfecting HEK293T cells and air-liquid interfaced H441 cells in vitro. PBAE-PEG/LNP were used to express Cre-recombinase after administration to mice by intravenous injection, resulting in high transfection levels in pulmonary vascular endothelial cells. Intratracheal injection of both PBAE-PEG/LNP and PBAE/LNPs resulted in efficient and selective transfection of lung epithelial cells, identified by the expression of stabilized Cre-recombinase mRNA in club cells and alveolar type 2 cells. PBAE-PEG/LNP were most effective in transfecting alveolar type 2 cells after intratracheal injection, while PBAE/LNPs administered intratracheally were more effective in transfecting secretory airway cells. Cre-mediated recombination was specific to lung epithelial cells after intratracheal administration. Likewise, intravenous administration resulted in selective transfection of endothelial cells but not other pulmonary cell types, indicating their failure to cross the pulmonary endothelial-to-epithelial barrier. Moreover, 5-methoxyuridine modified mRNA was more efficient than unmodified mRNA in vivo but not in vitro.

bioengineering↗

Using VR and eye-tracking to study attention to and retention of AI-generated ads in outdoor advertising environments

In contemporary urban environments, advertisements are ubiquitous, capturing the attention of individuals navigating through cityscapes. This study simulates this situation by using VR as an advertising research tool and combining it with eye-tracking to rigorously assess attention to and retention of visual advertisements. Specifically, participants drove through a virtual city with 40 AI-generated, experimentally manipulated, and randomly assigned advertisements (20 commercial, 20 health) distributed throughout. Our results confirm theoretical predictions about the link between exposure, visual attention, and incidental memory. Specifically, we found that attended ads are likely to be recalled and recognized, and concurrent task demands (counting sales signs) decreased visual attention and subsequent recall and recognition of the ads. Finally, we identify the influence of ad placement in the city as a very important but previously hard-to-study factor influencing advertising effects. This paradigm offers great flexibility for biometric advertising research and can be adapted to varying contexts, including highways, airports, and subway stations, and theoretically manipulate other variables. Moreover, considering the metaverse as a next-generation advertising environment, our work demonstrates how causal mechanisms can be identified in ways that are of equally high interest to both theoretical as well as applied advertising research.

animal behavior and cognition↗

AAB-seq: An antigen-specific and affinity-readable high-throughput BCR sequencing method

B-cell receptor (BCR) sequencing is a powerful antibody discovery tool but current methodology is often inefficient, and lead generation often requires the production and testing of numerous antibody candidates, and it is difficult to provide affinity information for their antibodies at the same time. Here, we introduce AAB-seq (antigen affinity-readable High-throughput BCR sequencing), an efficient antibody screening tool to identify antigen binding affinity of thousands of paired BCRs. It employs fluorophore and DNA barcode-labeled antigen and secondary antibody targeting Ig light chain to label B cells and uses high throughput single cell BCR sequencing and surface protein profiling to obtain the ratio of surface bound antigen to surface BCR in thousands of B-cells. Using AAB-seq, we accurately identified valuable candidate antibodies 1743-3 and 1743-13 from SARS-CoV-2 RBD immunized mouse, providing a basis for further development of SARS-CoV-2 antibody drugs. Thus, AAB-seq allows high throughput identification of antibody sequences paired with antigen affinity, which improves the screening efficiency of functional antibodies and provides an effective solution for the rapid discovery and development of new therapeutic monoclonal antibodies.

immunology↗

Paraptosome: A Novel Pathological Feature in Paraptotic Cell Death

Paraptosis is a novel form of programmed cell death characterized by distinct morphological features such as swelling of the endoplasmic reticulum and mitochondria, and cytoplasmic vacuolation. Unlike apoptosis, paraptosis does not involve the activation of caspases or DNA fragmentation. These unique features make paraptosis an intriguing target for cancer therapy, particularly against apoptosis-resistant cells. Here, we report a novel morphological feature of paraptosis: the formation of high-density spherical structure, which we tentatively term "paraptosome." We found that these putative paraptosomes originate from the Golgi apparatus, appearing as high-density formations under light microscopy and colocalizing with the trans-Golgi marker {beta}4GALT1-RFP. Time-lapse confocal microscopy and immunostaining demonstrated that putative paraptosomes form due to Golgi stress or disintegration, leading to severe disruption of Golgi function. Furthermore, we show that paraptosis inducers such as glabridin, morusin, and honokiol can cause significant alterations in the endoplasmic reticulum, mitochondria, autophagosomes, and lysosomes in U251MG glioblastoma cells; however, the formation of putative paraptosomes is not induced by isolated stress inducers. Collectively, these findings suggest that the putative paraptosome may be a novel characteristic structure of paraptosis. The discovery of paraptosomes provides a unique marker for defining paraptotic cell death and offers new insights into the characteristic pathological phenomena associated with multiple organelle dysfunction. This finding broadens the scope of cell biology research by introducing a new structural paradigm linked to paraptosis and may have implications for developing targeted therapies against apoptosis-resistant cancers.

cell biology↗

PCL-seq: enhanced high-resolution transcriptomic profiling of region of interest in fresh frozen and FFPE tissues

The spatial heterogeneity of gene expression has propelled the development of multiple spatial transcriptomics technologies. Here, we present photocleavage and ligation sequencing (PCL-seq), an method for spatial indexing using a light-controlled DNA labeling strategy on tissue section. PCL-seq uses photocleavable oligonucleotides and ligation adapters to construct transcription profiles of region of interest (ROI), selected by microscopically controlled photo illumination apparatus in tissue sections. Applied to mouse embryos, PCL-seq obtains gene expression matrices that align with spatial locations and competitive data quality, featuring around 1.7x105 UMIs and 8,600 genes (irradiation diameter=100{micro}m). PCL-seq can also apply to formalin fixation and paraffin embedding (FFPE) mouse embryo sections, whereas obtained competitive data output and recovered thousands of differentially enriched transcripts from limb and skeleton. Additionally, PCL-seq can achieve subcellular resolution, which was demonstrated for differential expression between nuclear and cytoplasmic. Thus, PCL-seq provides an accessible workflow for spatial transcriptomic analysis in frozen and FFPE tissue at subcellular resolution.

genomics↗

Genetic variation in the species Arabidopsis thaliana reveals the existence of natural heat resilience factors for meiosis

Heat interferes with multiple meiotic processes leading to genome instability and sterility in flowering plants, including many crops. Despite its importance for food security, the mechanisms underlying heat tolerance of meiosis are poorly understood. In this study, we analyzed different meiotic processes in the Arabidopsis (Arabidopsis thaliana) accessions Columbia (Col) and Landsberg erecta (Ler), their F1 hybrids and F2 offspring under heat stress (37{degrees}C). At 37{degrees}C, Col exhibits significantly reduced formation of double-stand breaks (DSBs) and completely abolished homolog pairing, synapsis and crossover (CO) formation. Strikingly, Ler and Ler/Col hybrids are much less affected than Col. Interestingly, only 10% [~] 20% of F2 offspring exhibit the same heat tolerance of meiotic recombination as parents, indicating that heat resilience in Ler is controlled by the interplay of several loci. Moreover, F2 offspring show defective chromosome condensation in interkinesis, and untimely sister-chromatid segregation and/or chromosome fragmentation, the levels of which exceed those in either inbreds and/or hybrids thus implying a transgressive effect on heat tolerance of meiosis. Furthermore, correlation and cytogenetic analysis suggest that homolog pairing and/or synapsis have an impact on heat tolerance of chromosome morphology and stability during post-recombination stages under heat stress. Taken together, this study reveals the existence of natural heat resilience factors for meiosis in Arabidopsis, which have the great potential to be exploited in breeding programs. Author summaryEnvironmental temperature alterations affect meiotic recombination and/or chromosome segregation thus perturbing genetic makeup and genome stability in plants. We have previously reported that CO formation is fully abolished in Arabidopsis thaliana accession Col under heat stress (36{degrees}C-38{degrees}C) due to reduced DSB formation and impaired homolog pairing. Here, we show that in Arabidopsis thaliana accession Ler under the same high temperature conditions, both DSB and CO formation occur normally, and homolog pairing is mildly impacted, which indicate a striking difference in heat tolerance of meiotic recombination from Col. Remarkably, Col/Ler hybrids display the same heat tolerance as Ler, however, only 10% [~] 20% of F2 offspring behave the same as parents. Moreover, we found higher levels of defects in chromosome morphology and integrity, and sister-chromatid segregation in F2 population than those in both inbreds and hybrids, which suggest a transgressive effect influencing heat tolerance of meiosis. Our findings reveal that heat resilience in Arabidopsis is controlled by the interplay of multiple genomic loci, holding a great potential to be exploited in crop breeding.

plant biology↗

Cross-modality representation and multi-sample integration of spatially resolved omics data

Spatially resolved sequencing technologies have revolutionized our understanding of biological regulatory processes within the microenvironment by accessing the states of genomic regions, genes and proteins as well as spatial coordinates of cells. However, discrepancies between different modalities and samples hinder the analysis of spatial omics data, necessitating the development of advanced computational methods. In this article, we propose PRESENT, an effective and scalable contrastive learning framework, for the cross-modality representation and multi-sample integration of spatial multi-omics, epigenomics and transcriptomics data. Through comprehensive experiments on spatial datasets, PRESENT demonstrates superior performance across various species, tissues, and technologies. Specifically, PRESENT effectively integrates spatial dependency and omics information simultaneously, facilitating the detection of spatially functional domains and the exploration of biological regulatory mechanisms. Furthermore, PRESENT can be extended for the integrative analysis of tissue samples across different dissected regions or developmental stages, promoting the identification of hierarchical structures from systematic and spatiotemporal perspectives.

bioinformatics↗

INSTINCT: Multi-sample integration of spatial chromatin accessibility sequencing data via stochastic domain translation

Recent advances in spatial epigenomic techniques have given rise to spatial assay for transposase-accessible chromatin using sequencing (spATAC-seq) data, enabling the characterization of epigenomic heterogeneity and spatial information simultaneously. Integrative analysis of multiple spATAC-seq samples, for which no method has been developed, allows for effective identification and elimination of unwanted non-biological factors within the data, enabling comprehensive exploration of tissue structures and providing a holistic epigenomic landscape, thereby facilitating the discovery of biological implications and the study of regulatory processes. In this article, we present INSTINCT, a method for multi-sample INtegration of Spatial chromaTIN accessibility sequencing data via stochastiC domain Translation. INSTINCT can efficiently handle the high dimensionality of spATAC-seq data and eliminate the complex noise and batch effects of samples from different conditions through a stochastic domain translation procedure. We demonstrate the superiority and robustness of INSTINCT in integrating spATAC-seq data across multiple simulated scenarios and real datasets. Additionally, we highlight the advantages of INSTINCT in spatial domain identification, visualization, spot-type annotation, and various downstream analyses, including motif enrichment analysis, expression enrichment analysis, and partitioned heritability analysis.

bioinformatics↗

Human birth tissue products as a regenerative medicine to inhibit post-surgical pain through multi-modal action

Pain after surgery causes significant suffering. Opioid analgesics cause severe side effects and accidental death. Therefore, there is an urgent need to develop non-opioid therapies for managing post-surgical pain. Local application of Clarix Flo (FLO), a human amniotic membrane (AM) product, attenuated established post-surgical pain hypersensitivity without exhibiting known side effects of opioid use in mice. This effect was achieved through direct inhibition of nociceptive dorsal root ganglion (DRG) neurons via CD44-dependent pathways. We further purified the major matrix component, the heavy chain-hyaluronic acid/pentraxin 3 (HC-HA/PTX3) from human AM that has greater purity and water solubility than FLO. HC-HA/PTX3 replicated FLO-induced neuronal and pain inhibition. Mechanistically, HC-HA/PTX3 induced cytoskeleton rearrangements to inhibit sodium current and high-voltage activated calcium current on nociceptive neurons, suggesting it is a key bioactive component mediating pain relief. Collectively, our findings highlight the potential of naturally derived biologics from human birth tissues as an effective non-opioid treatment for post-surgical pain. Moreover, we unravel the underlying mechanisms of pain inhibition induced by FLO and HC-HA/PTX3.

neuroscience↗

Interleukin-1 prevents SARS-CoV-2-induced membrane fusion to restrict viral transmission via induction of actin bundles

Innate immune responses triggered by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection play pivotal roles in the pathogenesis of COVID-19, while host factors including pro-inflammatory cytokines are critical for viral containment. By utilizing quantitative and qualitative models, we discovered that soluble factors secreted by human monocytes potently inhibit SARS-CoV-2-induced cell-cell fusion in viral-infected cells. Through cytokine screening, we identified that interleukin-1{beta} (IL-1{beta}), a key mediator of inflammation, inhibits syncytia formation mediated by various SARS-CoV-2 strains. Mechanistically, IL-1{beta} activates RhoA/ROCK signaling through a non-canonical IL-1 receptor-dependent pathway, which drives the enrichment of actin bundles at the cell-cell junctions, thus prevents syncytia formation. Notably, in vivo infection experiments in mice confirms that IL-1{beta} significantly restricted SARS-CoV-2 spreading in the lung epithelia. Together, by revealing the function and underlying mechanism of IL-1{beta} on SARS-CoV-2-induced cell-cell fusion, our study highlights an unprecedented antiviral function for cytokines during viral infection.

immunology↗

Persistent lung inflammation and alveolar-bronchiolization due to Notch signaling dysregulation in SARS-CoV-2 infected hamster

Long COVID or Post-acute sequalae of COVID-19 (PASC) defines the persistent signs, symptoms, and conditions long after initial SARS-CoV-2 infection which affecting over 10% of COVID-19 patients, with 40% of them affecting respiratory system. The lung histopathological changes and underlying mechanism remain elusive. Here we systemically investigate histopathological and transcriptional changes at 7, 14, 42, 84 and 120 days-post-SARS-CoV-2-infection (dpi) in hamster. We demonstrate persistent viral residues, chronic inflammatory and fibrotic changes from 42dpi to 120dpi. The most prominent lung histopathological lesion is multifocal alveolar-bronchiolization observed in every animal from 14dpi until 120dpi. However, none of the above are observed in hamsters recovered from influenza A infection. We show airway progenitor CK14+ basal cells actively proliferate, differentiate into SCGB1A+ club cell or Tubulin+ ciliated cells, leading to alveolar-bronchiolization. Most importantly, Notch pathway is persistently upregulated. Intensive Notch3 and Hes1 protein expression are detected in alveolar-bronchiolization foci, suggesting the association of sustained Notch signaling with dysregulated lung regeneration. Lung spatial transcriptomics show upregulation of genes positively regulating Notch signaling is spatially overlapping with alveolar-bronchiolization region. To be noted, significant upregulation of tumor-related genes was detected in abnormal bronchiolization region by spatial transcriptomics analysis, indicating possible risk of lung carcinoma. Collectively, our data suggests SARS-CoV-2 infection caused chronic inflammatory and fibrotic tissue damages in hamster lung, sustained upregulation of Notch pathway signaling contributed to the dysregulated lung regeneration and CK14+ basal cells-driven alveolar-bronchiolization. The study provides important information for potential therapeutic approaches and probable long-term surveillance of malignancy in PASC management.

microbiology↗

Microfluidic-enabled production of DNA barcoded APC library (MEDAL) for high throughput T cell epitope screening

Screening for peptide fragments that can be displayed on antigen-presenting cells is an essential step in vaccine development. The current approach for this process is slow and costly as it involves separately pulsing cells with chemically synthesized peptides. We present Microfluidic-Enabled production of DNA-barcoded APC Library (MEDAL), a high throughput microfluidic droplet platform for parallel production of DNA-barcoded APCs loaded with enzymatically synthesized peptides. Droplets containing peptides and their encoding DNA are produced from microfluidic PCR-IVTT reaction. APCs presenting both peptides and DNA barcodes are obtained by injecting cells into these droplets. Up to 9,000 different APCs can be produced and screened within a 10-hour workflow. This approach allowed us to identify peptide sequences that bind to APCs expressing H-2Kb MHC class 1 molecule with next-generation sequencing of DNA barcodes.

immunology↗