Biology subjects

Ku, C.

Publications and source records attributed to Ku, C..

16 recordsLinked to original sources

bioRxiv2026

Machine learning prediction of eukaryotic hosts for giant viruses

Giant viruses (GVs; Nucleocytoviricota) infect diverse eukaryotes and are ecologically important across ecosystems. Although cultivation-independent sequencing has recovered tens of thousands of GV genomes from environmental samples, eukaryotic hosts are only known for a few isolates, leaving the host contexts of most GVs elusive. We developed GVHoP (Giant Virus-Host Predictor) that predicts eukaryotic hosts from GV genomes by integrating gene content and GV-eukaryotic sequence similarities. Trained on isolates with experimentally identified hosts, GVHoP achieved 97% accuracy in cross-validation and predicts hosts at three hierarchical levels of eukaryote classification. Functional analyses link top predictive features to various processes involved in virus-host interactions, including viral entry, replication, morphogenesis, and cellular metabolic reprogramming. Applying GVHoP to 7,897 GV metagenome-assembled genomes assigned hosts to 5,280 viruses and uncovered potential novel hosts across major GV orders that cannot be inferred from core-gene phylogenetic information. The predicted host composition clearly separates aquatic and terrestrial environments and distinct aquatic ecosystems. Together, GVHoP links viruses known only from nucleic acid sequences to their putative hosts across the eukaryotic tree of life, improves our understanding of GV-host interactions and their potential impacts on ecosystems, and paves the way for further ecological and functional studies of environmental GVs.

microbiology↗

bioRxiv2026

Cellular remodeling during photosymbiosis establishment revealed by single-cell dual proteomics

Endosymbiosis of phytoplankton in heterotrophic hosts is ecologically important and has led to key evolutionary innovations. However, the dynamic molecular processes underlying endosymbiosis establishment remain poorly understood. Here, using large-particle sorting and liquid chromatography-tandem mass spectrometry, we unravel heterogeneous changes in proteomes of the cosmopolitan ciliate Paramecium and algal endosymbiont Chlorella from engulfment to stable endosymbiosis. The initial digestion sees a sharp decline of intracellular Chlorella cells, along with host cellular reorganization involving a reduction of the cortex-localized defensive organelles, trichocysts, and proteins for intracellular transport and recycling. The remaining Chlorella cells enter a bottleneck stage characterized by energy production and cell cycle commitment before active proliferation. Comparison of Paramecium with successful and failed endosymbiosis further identifies a solute carrier transporter that potentially mediates metabolic homeostasis of the endosymbiotic system. Our study reveals inter-organismal coordination during the transition from predator-prey to host-endosymbiont relationships. The approach of time-course single-cell dual proteomics can be useful for investigating diverse interactions between microbial eukaryotes.

microbiology↗

bioRxiv2026

Endosymbiotic algal photosynthesis shapes diel transcriptome architecture in its ciliate host Paramecium bursaria

How photosynthetic endosymbionts reorganize host daily regulation remains unclear. Paramecium bursaria displays pronounced day-night behaviors, but whether its algal symbionts drive host temporal programs has been unresolved. We compared host gene expressions across a 24-hour light-dark cycle in symbiotic and aposymbiotic cells. Symbiotic cells exhibit an expanded and highly temporally ordered diel transcriptome compared with aposymbiotic cells. These rhythmic programs encompass motility, signaling, metabolism, and growth regulation, consistent with observed behaviors. Symbiosis-associated rhythmic programs recruit gene families encoding post-translational regulatory domains, including kinases, ubiquitin-related factors, WD40 scaffolds, and calcium-binding proteins, despite lacking recognizable canonical clock genes. Disrupting photosynthesis with paraquat altered these temporal profiles, shifting them toward an aposymbiotic-like state. A distantly related ciliate, Tetrahymena utriculariae, with an independently evolved symbiosis, showed similar symbiosis-associated daily programs, suggesting that photosynthetic endosymbionts can act as important organizers of host daily gene regulation in endosymbiotic protists.

evolutionary biology↗

bioRxiv2025

Mitochondrial genome reduction and accelerated evolution in planktonic foraminiferans

The evolution of mitochondria provides crucial insights into the diversification of eukaryotes, with complex events of gene losses revealed through comparative analyses of mitochondrial genomes (mitogenomes) across eukaryotic lineages. However, the mitogenomes of many microbial eukaryotes remain underexplored due to challenges in their isolation and cultivation. Particularly understudied are Foraminifera (Rhizaria, SAR), unicellular calcifyers that are widely distributed across global oceans and important paleoenvironmental proxies. Through single-cell genomic sequencing, here we report a 22-kb complete mitogenome of a planktonic foraminiferan from tropical seawater, which is the smallest known to date among all sequenced mitogenomes of Rhizaria, a major lineage of eukaryotes. It contains only six protein-coding genes and fragmented ribosomal RNA genes, and has lost most genes in oxidative phosphorylation and all genes in mitochondrial translation. Such genome reduction is associated with accelerated evolutionary rates and a lower GC content than that of benthic foraminiferan and other rhizarian mitogenomes. These findings highlight the unique trajectory of mitogenome reduction during rhizarian evolution and the use of single-cell approaches for recovering microbial eukaryotic genomes and expanding our understanding of mitochondrial evolution.

genomics↗

bioRxiv2024

An Interbacterial Cysteine Protease Toxin Inhibits Cell Growth by Targeting Type II DNA Topoisomerases GyrB and ParE

Bacteria deploy a diverse arsenal of toxic effectors to antagonize competitors, profoundly influencing the composition of microbial communities. Previous studies have identified an interbacterial toxin predicted to exhibit proteolytic activity that is broadly distributed among Gram-negative bacteria. However, the precise mechanism of intoxication remains unresolved. Here, we demonstrate that one such protease toxin from Escherichia coli, Cpe1, disrupts DNA replication and chromosome segregation by cleaving conserved sequences within the ATPase domain of type II DNA topoisomerases GyrB and ParE. This cleavage effectively inhibits topoisomerase-mediated relaxation of supercoiled DNA, resulting in impaired bacterial growth. Cpe1 belongs to the papain-like cysteine protease family and is associated with toxin delivery pathways, including the type VI secretion system and contact-dependent growth inhibition. The structure of Cpe1 in complex with its immunity protein reveals a neutralization mechanism involving competitive substrate binding rather than active site occlusion, distinguishing it from previously characterized effector-immunity pairs. Our findings unveil a unique mode of interbacterial intoxication and provide insights into how bacteria protect themselves from self-poisoning by protease toxins.

microbiology↗

bioRxiv2024

Deep conservation of cis-regulatory elements and chromatin organization in echinoderms uncover ancestral regulatory features of animal genomes

Despite the growing abundance of sequenced animal genomes, we only have detailed knowledge of regulatory organization for a handful of lineages, particularly flies and vertebrates. These two groups of taxa show contrasting trends in the molecular mechanisms of 3D chromatin organization and long-term evolutionary dynamics of cis-regulatory element (CREs) conservation. To help us identify shared versus derived features that could be responsible for the evolution of these different regulatory architectures in animals, we studied the evolution and organization of the regulatory genome of echinoderms, a lineage whose phylogenetic position and relatively slow molecular evolution has proven particularly useful for evolutionary studies. First, using PacBio and HiC data, we generated new reference genome assemblies for two species belonging to two different echinoderm classes: the purple sea urchin Strongylocentrotus purpuratus and the bat sea star Patiria miniata. Second, we characterized their 3D chromatin architecture, identifying TAD-like domains in echinoderms that, like in flies, do not seem to be associated with CTCF motif orientation. Third, we systematically profiled CREs during sea star and sea urchin development using ATAC-seq, comparing their regulatory logic and dynamics over multiple developmental stages. Finally, we investigated sea urchin and sea star CRE evolution across multiple evolutionary distances and timescales, from closely related species to other echinoderm classes and deuterostome lineages. This showed the presence of several thousand elements conserved for hundreds of millions of years, revealing a vertebrate-like pattern of CRE evolution that probably constitutes an ancestral property of the regulatory evolution of animals.

evolutionary biology↗

bioRxiv2024

Life Cycle and Morphogenetic Differentiation in Heteromorphic Cell Types of a Cosmopolitan Marine Microalga

O_LIGephyrocapsa huxleyi is a prevalent, bloom-forming phytoplankton species in the oceans. It exhibits a complex haplo-diplontic life cycle, featuring a diploid-calcified phase, a haploid phase, and a third decoupled phase produced during viral infection. Decoupled cells display a haploid-like phenotype, but are diploid. C_LIO_LIHere, we investigated the fate of decoupled cells during culture observations and we compared the transcriptome profiles and the cellular ultrastructure of the three cell types. C_LIO_LIWe found that decoupled cells can revert to the calcified form in the absence of viral pressure, revealing the transient nature of this cell type. Ultrastructural analyses showed distinct nuclear organisation with variations in chromatin volume. Transcriptomic analyses revealed gene expression patterns specific to each life phase. These included multiple regulatory functions in chromatin remodelling, broader epigenetic mechanisms and life cycling, which likely contributed to cell differentiation. Finally, the exploration of available host-virus transcriptomes supports life cycle transition during viral infection. C_LIO_LIThis study provides cellular and molecular foundations for nuclear remodelling and cell differentiation in coccolithophores and the identification of gene markers for studying coccolithophore life cycles in natural populations. C_LI

plant biology↗

bioRxiv2024

Haplotype-aware multiomics unveils the regulatory basis of haplodiplontic life-cycle differentiation in a cosmopolitan marine alga

Gephyrocapsa huxleyi (formerly Emiliania huxleyi), a key coccolithophore alga influencing the global carbon cycle through photosynthesis and calcification, undergoes a haplodiplontic sexual life cycle with a calcifying non-flagellate diploid and a non-calcifying biflagellate haploid stage. To reveal the molecular basis of their morpho-physiological distinctions, we generated chromosome-level genome assemblies and compared the transcriptomes, proteomes, and methylomes for a pair of isogenic haploid and diploid model strains and conducted haplotype-aware analyses of their multiomic features. In addition to calcification and flagella, transcriptomes and proteomes of haploid and diploid cells modulate their differentiation in photosynthesis, sulfatases, DMSP degradation, DNA replication, and endomembrane system and transport. Haploid-diploid differential gene expression can be partially attributable to allelic imbalance (allele-specific expression) in diploid cells. Gene transcript abundance is positively associated with both CG and CHG gene-body DNA methylation, which can be inheritable, allele-specific, and differentiated between life-cycle phases. This multiomic study unravels the regulatory basis of unicellular algal life-cycle differentiation and provides valuable resources for investigating the ecologically important coccolithophore algae.

genomics↗

bioRxiv2024

Cathepsin X is a conserved cell death protein involved in algal response to environmental stress

Phytoplankton play a crucial role in global primary production and can form vast blooms in aquatic ecosystems. Bloom demise and the rapid turnover of phytoplankton are suggested to involve programmed cell death (PCD) induced by diverse environmental stressors. However, fundamental knowledge of the PCD molecular components in algae and protists in general remains elusive. Previously, we revealed that early oxidation in the chloroplast predicted subsequent cell death or survival in isogenic subpopulations that emerged following H2O2 treatment in the diatom Phaeodactylum tricornutum. Here, we performed transcriptome analysis of sorted sensitive oxidized cells and resilient reduced cells, to discover genes linked to their contrasting fates. By cross-comparison with a large-scale mutant screen in the green alga Chlamydomonas reinhardtii, we identified functionally relevant conserved PCD gene candidates, including the cysteine protease cathepsin X/Z (CPX). CPX mutants in P. tricornutum CPX1 and C. reinhardtii CEP12 both exhibited profound resilience to oxidative stress, supporting a conserved function in algal PCD. P. tricornutum cpx1 mutants, generated using CRISPR-Cas9, also exhibited resilience to the toxic diatom-derived infochemical cyanogen bromide. Phylogenetic and predictive structural analyses show that CPX is highly conserved in eukaryotes, and algae of the green and red lineages exhibit strong structural similarity to human cathepsin CTSZ. CPX is expressed by diverse algae across the oceans and during toxic Pseudo-nitzschia blooms, supporting its ecological importance. Elucidating PCD components in algae sheds light on the evolutionary origin of PCD in unicellular organisms, and on the cellular strategies employed by the population to cope with stressful conditions.

microbiology↗

bioRxiv2023

Widespread distribution and evolution of poxviral entry-fusion complex proteins in giant viruses

Poxviruses are known to encode a set of proteins that form an entry-fusion complex (EFC) to mediate virus entry. However, the diversity, evolution, and origin of these EFC proteins remain poorly understood. Here we identify the EFC protein homologs in poxviruses and other giant viruses of phylum Nucleocytoviricota. The 11 EFC genes are present in almost all pox-viruses, with the two smallest, G3 and O3, absent in Entomopoxvirinae and basal lineages of Chordopoxvirinae. Five of the EFC genes are further grouped into two families, A16/G9/J5 and F9/L1, which are widely distributed across other major lineages of Nucleocytoviricota, including metagenome-assembled genomes, but are generally absent in viruses infecting algae or non-amoebozoan heterotrophic protists. The A16/G9/J5 and F9/L1 families co-occur, mostly as single copies, in 93% of the non-Poxviridae giant viruses that have at least one of them. Distribution and phylogenetic patterns suggest that both families originated in the ancestor of Nucleocytoviricota. In addition to the Poxviridae genes, homologs from each of the other Nucleo-cytoviricota families are largely clustered together, suggesting their ancient presence and vertical inheritance. Despite deep sequence divergences, we observed noticeable conservation of cysteine residues and predicted structures between EFC proteins of Poxviridae and other families. Overall, our study reveals widespread distribution of these EFC protein homologs beyond pox-viruses, implies the existence of a conserved membrane fusion mechanism, and sheds light on host range and ancient evolution of Nucleocytoviricota. ImportanceFusion between virus and host membranes is critical for viruses to release genetic materials and to initiate infection. Whereas most viruses use a single protein for membrane fusion, poxviruses employ a multi-protein entry-fusion complex (EFC). We report that two major families of the EFC proteins are widely distributed within the virus phylum Nucleocytoviricota, which include poxviruses and other dsDNA "giant viruses" that infect animals, amoebozoans, algae, and various microbial eukaryotes. Each of these two protein families is structurally conserved, traces its origin to the root of Nucleocytoviricota, was passed down to the major subclades of Nucleocytoviricota, and is retained in most giant viruses known to infect animals and amoebozoans. The EFC proteins therefore represent a potential mechanism for virus entry in diverse giant viruses. We hypothesize that they may have facilitated the infection of an animal/amoebozoan-like host by the last Nucleocytoviricota common ancestor.

evolutionary biology↗

bioRxiv2022

Daily turnover of active giant virus infection during algal blooms revealed by single-cell transcriptomics

Viruses are the most abundant biological entity in the ocean and play a significant role in shaping the marine ecosystem. The past two decades have revealed an outstanding diversity of giant viruses infecting protists across the tree of life and, in particular, algae that form massive blooms in the ocean. Virus-induced bloom demise significantly impacts marine ecology and biogeochemistry, as well as the associated microbial community. Nevertheless, little is known about the infection dynamics of these giant viruses in the natural environment and their role in regulating algal blooms. Here, we provide evidence for a daily life cycle of giant viral infection in algal blooms by processing the transcriptome of over 12,000 single algal cells during different phases of interaction with their giant viruses. We revealed that viral infection occurs already at the exponential phase of the bloom and that the timing of infection can determine the magnitude of the bloom but not the fraction of infected cells. We further revealed that the same proportion of infected cells are in the early phase of the viral replication program (13.5%) throughout several consecutive days of the bloom, suggesting that a daily turnover of infection is at play during the bloom and demise phases of the algal population. This may imply that a continuous source of virocell-associated metabolites diffuses throughout the bloom succession and could fuel the microbial food webs. Finally, we link single cell infection state to host physiology and show that infected cells remained calcified even in the late stage of infection, contradicting common observation of bulk population in which viral infection is directly linked with decalcification. Together, these results highlight the importance of studying host-virus dynamics in natural populations at a single-cell resolution, which can provide a fresh view of the dynamics and propagation of viral infection. This approach will enable quantification of the impact of marine viruses on microbial food webs.

microbiology↗

bioRxiv2022

New hypotheses of cell type diversity and novelty from comparative single cell and nuclei transcriptomics in echinoderms

Cell types are the fundamental building blocks of metazoan biodiversity and offer a powerful perspective for inferring evolutionary phenomena. With the development of single-cell transcriptomic techniques, new definitions of cell types are emerging. This allows a conceptual reassessment of traditional definitions of novel cell types and their evolution. Research in echinoderms, particularly sea star and sea urchin embryos have contributed significantly to understanding the evolution of novel cell types, in particular the primary mesenchyme cells (PMCs) and pigment cells that are found in sea urchin but not sea star embryos. This paper outlines the development of a gene expression atlas for the bat star, Patiria miniata, using single nuclear RNA sequencing (snRNA-seq) of embryonic stages. The atlas revealed 22 cell clusters covering all expected cell types from the endoderm, mesoderm and ectoderm germ layers. In particular, four distinct neural clusters, an immune cluster, and distinct right and left coelom clusters were revealed as distinct cell states. A comparison with Strongylocentrotus purpuratus embryo single cell transcriptomes was performed using 1:1 orthologs to anchor and then compare gene expression patterns. S. purpuratus primordial germ cell equivalents were not detected in P. minata, while the left coelom of P. miniata has no equivalent cell cluster in S. purpuratus. Pigment cells of S. purpuratus map to clusters containing immune mesenchyme and neural cells of P. miniata, while the PMCs of S. purpuratus are revealed as orthologous to the right coelom cluster of P. miniata. These results suggest a new interpretation of the evolution of these well-studied cell types and a reflection on the definition of novel cell types.

evolutionary biology↗

bioRxiv2021

Single-cell transcriptomics unveils xylem cell development and evolution

As the most abundant tissue on Earth1, xylem is responsible for lateral growth in plants. Typical xylem has a radial system composed of ray parenchyma cells and an axial system of fusiform cells2. In most angiosperms, fusiform cells are a combination of vessel elements for water transportation and libriform fibers for mechanical support, while both functions are performed together by tracheids in other vascular plants2. However, little is known about the developmental programs and evolutionary relationships of these xylem cell types. Through both single-cell and laser-capture microdissection transcriptomic profiling, here we demonstrate the developmental lineages of ray and fusiform cells in stem-differentiating xylem across four divergent woody angiosperms. Cross-species analyses of single-cell trajectories reveal highly conserved ray, yet variable fusiform, lineages across angiosperms. Core eudicots Populus trichocarpa and Eucalyptus grandis share nearly identical fusiform lineages. The tracheids in the basal eudicot Trochodendron aralioides, an evolutionarily reversed character3, 4, exhibit strong transcriptomic similarity to vessel elements but not libriform fibers, suggesting that water transportation, instead of mechanical support, is the major feature. We also found that the more basal angiosperm Liriodendron chinense has a fusiform lineage distinct from that in core eudicots. This evo-developmental framework provides a comprehensive understanding of the formation of xylem cell lineages across multiple plant species spanning over a hundred million years of evolutionary history5.

plant biology↗

bioRxiv2020

Clinically applicable histopathological diagnosis system for gastric cancer detection using deep learning

Gastric cancer is among the most malignant tumours with the highest incidence and mortality rates. The early detection and accurate histopathological diagnosis of gastric cancer are essential factors that can help increase the chances of successful treatment. While the worldwide shortage of pathologists has imposed burdens on current histopathology services, it also offers a unique opportunity for the use of artificial intelligence assistance systems to alleviate the workload and increase diagnostic accuracy. To the best of our knowledge, there has not been a clinically applicable histopathological assistance system with high accuracy that can generalize to whole slide images created with diverse digital scanner models from different hospitals. Here, we report a clinically applicable artificial intelligence assistance system developed at the Chinese PLA General Hospital, China, using a deep convolutional neural network trained with 2,123 pixel-level annotated H&E-stained whole slide images. The model achieved a sensitivity near 100% and an average specificity of 80.6% on a real-world test dataset, which included 3,212 whole slide images digitalized with three scanner models. We showed that the system could aid pathologists in improving diagnostic accuracy and preventing misdiagnoses. Moreover, we demonstrated that our system could perform robustly with 1,582 whole slide images from two other medical centres. Our study suggests the feasibility and benefits of using histopathological artificial intelligence assistance systems in routine practice scenarios.Competing Interest StatementXiaoqing Zhang is the founder of Thorough Images. Shuhao Wang is the co-founder and chief technology officer (CTO) of Thorough Images. Calvin Ku, Cancheng Liu, Zhuo Sun, Gang Xu, Yuefeng Wang are algorithm researchers of Thorough Images. All remaining authors have declared no conflicts of interest.View Full Text

pathology↗

bioRxiv2019

Tracking infection dynamics at single-cell level reveals highly resolved expression programs of a large virus infecting algal blooms

Nucleocytoplasmic large DNA viruses have the largest genomes among all viruses and infect diverse eukaryotes across various ecosystems, but their expression regulation and infection strategies are not well understood. We profiled single-cell transcriptomes of the worldwide-distributed microalga Emiliania huxleyi and its specific coccolithovirus responsible for massive bloom demise. Heterogeneity in viral transcript levels detected among single cells was used to reconstruct the viral transcriptional trajectory and to map cells along a continuum of infection states. This enabled identification of novel viral genetic programs, which are composed of five kinetic classes with distinct promoter elements. The infection substantially changed the host transcriptome, causing rapid shutdown of protein-encoding nuclear transcripts at the onset of infection, while the plastid and mitochondrial transcriptomes persisted to mid- and late stages, respectively. Single-cell transcriptomics thereby opens the way for tracking host-pathogen infection dynamics at high resolution within microbial communities in the marine environment.

microbiology↗

bioRxiv2018

Bacterial virulence against an oceanic bloom-forming phytoplankter is mediated by algal DMSP

Emiliania huxleyi is a bloom forming microalga that impacts the global sulfur cycle by producing large amounts of dimethylsulfoniopropionate (DMSP) and its volatile metabolic product dimethyl sulfide (DMS). Top-down regulation of E. huxleyi blooms is attributed to viruses and grazers, however, the possible involvement of algicidal bacteria in bloom demise is still elusive. We isolated from a North Atlantic E. huxleyi bloom a Roseobacter strain, Sulfitobacter D7, which exhibited algicidal effects against E. huxleyi upon co-culturing. Both the alga and the bacterium were found to co-occur during a natural E. huxleyi bloom, therefore establishing this host-pathogen system as an attractive, ecologically relevant model for studying alga-bacterium interaction in the oceans. During interaction, Sulfitobacter D7 consumed and metabolized algal DMSP to produce high amounts of methanethiol, an alternative product of DMSP catabolism. We revealed a unique strain-specific response, in which E. huxleyi strains that exuded higher amounts of DMSP were more susceptible to Sulfitobacter D7 infection. Intriguingly, exogenous application of DMSP enhanced bacterial virulence and induced susceptibility in a resistant algal strain to the bacterial pathogen. This DMSP-dependent pathogenicity was highly specific as compared to supplementation of propionate and glycerol. We propose a novel function for DMSP, in addition to its central role in mutualistic interactions, as a mediator of bacterial virulence that may regulate E. huxleyi blooms.

microbiology↗