Search bioRxiv⌕ Search

Biology subjects

Chen, Y.-F.

Publications and source records attributed to Chen, Y.-F..

13 recordsLinked to original sources

Electrode pooling preserves movement decoding by retaining neural population dynamics

New implantable-electrode fabrication strategies make dense, ultrafine electrode arrays with lower tissue burden increasingly feasible, shifting a key bottleneck for scalable brain-computer interfaces from electrode placement to readout capacity. Electrode pooling, in which multiple electrodes share a readout channel, could relax this bottleneck by combining extracellular signals before acquisition, but it has remained unclear whether such compression preserves the neural population structure needed for behavioral decoding. Here we evaluate this question using software-emulated electrode pooling in mouse sensorimotor cortex during a cue-guided reach-and-grasp task using a high-density microwire array coupled to a CMOS microelectrode-array platform. Pooled recordings retain forelimb kinematic information more effectively than a channel-matched control that discards electrodes. Pooling reduces the separability of electrode-specific spikes and sorted units, indicating a loss of some neuronal detail, but the mixed signals still preserve task-aligned low-dimensional latent dynamics that support decoding. When readout capacity is fixed, this trade-off allows broader electrode coverage to contribute to behaviorally informative population sampling. Together, these results define electrode pooling as a design trade-off for scalable readout, in which some electrode-specific neuronal information is lost but the population dynamics needed for movement decoding remain accessible.

neuroscience↗

Integrated microbiome and metabolomic profiling reveals alterations across the adenoma-colorectal cancer sequence

The incidence of colorectal cancer (CRC) has been increasing in Taiwan and is associated with multiple risk factors, including aging, obesity, and dietary habits. Increasing evidence suggests that gut microbiota dysbiosis contributes to CRC development. This study aimed to characterize microbial and metabolic alterations across premalignant and malignant colorectal lesions and to identify potential microbiome-associated biomarkers. Individuals undergoing colonoscopy for screening or surveillance at Taipei Veterans General Hospital were enrolled. Gut microbial composition was analyzed using full-length 16S rRNA gene sequencing to achieve high-resolution taxonomic profiling. Predicted functional pathways were inferred from microbial communities, and targeted metabolomic profiling was performed to evaluate microbial metabolic outputs. A total of 122 individuals were included, comprising 62 healthy controls, 15 adenoma cases, and 45 CRC cases. Progressive shifts in microbial composition and predicted functional pathways were observed along the adenoma-carcinoma sequence. Several bacterial taxa, including Phocaeicola dorei, Anaerotignum faecicola, Negativibacillus massiliensis, and Dysosmobacter segnis, were enriched in CRC. At the functional level, CRC samples showed enrichment of pathways associated with energy metabolism and bacterial stress responses. Metabolomic analysis further revealed increased levels of tauro-ursocholanic acid in CRC samples, whereas short-chain fatty acids (SCFAs) were reduced compared with controls. Integrative analysis combining full-length 16S sequencing, functional pathway prediction, and metabolomic profiling revealed coordinated microbial and metabolic alterations across the adenoma-carcinoma sequence. These findings provide insight into microbiome-associated processes in colorectal tumorigenesis and suggest potential microbial and metabolic biomarkers for CRC. ImportanceColorectal cancer (CRC) develops through a adenoma-carcinoma sequence, yet the microbial and metabolic alterations accompanying this progression remain incompletely understood. In this study, we integrated full-length 16S rRNA gene sequencing with metabolomic profiling to characterize taxonomic, functional, and metabolic changes across healthy controls, adenoma, and CRC. Our results reveal synchronized shifts in specific microbial taxa, predicted metabolic pathways, and fecal metabolites along the adenoma-carcinoma sequence. Several bacterial species, including Phocaeicola dorei, Anaerotignum faecicola, and Dysosmobacter segnis, increased in CRC, whereas short-chain fatty acids decreased progressively from controls to adenoma and CRC. Functional pathway analysis further indicated alterations in microbial fermentation, amino acid metabolism, and energy-related pathways. Together, these findings highlight the potential role of microbiome-associated metabolic changes in colorectal tumorigenesis and suggest candidate microbial and metabolic markers that may aid in understanding disease development and improving risk stratification.

microbiology↗

Robust volumetric multiplex staining of centimeter-scale FFPE tissues guided by neural network-based optimization

Archived formalin-fixed, paraffin-embedded (FFPE) tissues, including brain-bank specimens, are valuable resources for disease research, but rapid cyclic immunolabeling of intact specimens remains challenging. Here, we present FIDELITY, an epoxy-free workflow that balances optical transparency, immunostaining performance, and tissue integrity for multi-cycle protein profiling in centimeter-thick FFPE specimens. Neural network-guided optimization identified an SDS-glycine formulation that integrates delipidation and epitope retrieval while preserving tissue stiffness, replacing prolonged epoxy reinforcement and subsequent high-temperature antigen retrieval with a single aqueous pretreatment. Application to human Alzheimer's disease specimens enabled volumetric imaging and quantitative analysis while retaining compatibility with conventional histopathology. Its compatibility with active electrophoretic staining further supported rapid labeling and five rounds of immunolabeling in a whole FFPE mouse brain. Two-round labeling of a human glioma specimen further demonstrated the applicability of the cyclic workflow to human pathological tissue. Together, FIDELITY provides a practical platform for large-volume, multiplexed protein profiling of intact FFPE specimens.

neuroscience↗

CASTLE: a training-free foundation-model pipeline for cross-species behavioral classification

Accurately and efficiently quantifying animal behavior at scale without intensive manual labeling is a long-standing challenge for neuroscience and ethology. Keypoint-based tracking emphasizes simplicity and efficiency but loses the richness of posture and context, while emerging foundation models capture pixel-level details, yet often require nontrivial efforts of retraining and can be more sensitive to backgrounds or lighting. Here, we present CASTLE, a training-free pipeline that addresses all these issues by synergistically combining foundation models for segmentation, tracking, and feature extraction. By isolating regions-of-interest (ROI), CASTLE first generates "focused (ROI-masked)" and orientation-invariant latent features, capturing rich postural details in zero-shot, fine-tuning-free manners. Following ROI isolation, CASTLE, through an interactive "Behavior Microscope" module, supports hierarchical clustering, for progressive, human-in-the-loop embedding and clustering. This enables raw-image-assisted discovery of behavioral classes without predefined categories. Across mice, Drosophila and C. elegans, CASTLE matches expert class annotations (>90%), reveals disease-relevant phenotypes in Parkinsonian mouse models. By eliminating purpose-specific model training and providing a raw-image-informed accessible workflow, CASTLE offers a scalable framework for interpretable, cross-species behavioral phenotyping.

neuroscience↗

Single-cell-resolved calcium and organelle dynamics in resistosome-mediated cell death

Plant nucleotide-binding domain leucine-rich repeat-containing (NLR) proteins act as intracellular immune receptors that assemble into resistosomes to execute immune responses. However, the subcellular processes during cell death following resistosome activation remain unclear. Here, we visualized the changes in calcium signaling and organelle behavior after activation of the NRC4 (NLR-required for cell death 4) resistosome. We found that NRC4 membrane enrichment coincided with calcium influx. This is followed by sequential mitochondria and plastid disruption, endoplasmic reticulum fragmentation and cytoskeleton depolymerization. Subsequent loss of plasma membrane integrity, nuclear shrinkage, and vacuolar collapse mark the terminal stage of cell death. Our findings reveal a spatiotemporally-resolved cascade of subcellular events downstream of resistosome activation, providing new mechanistic insight into the execution phase of plant immune cell death.

plant biology↗

Development of a tightly regulated copper-inducible transient gene expression system in Nicotiana benthamiana incorporating suicide exon and Cre recombinase

Chemical-inducible gene expression systems have been frequently used to regulate gene expression for functional genomics in various plant species. However, a convenient chemical-inducible system that can tightly regulate transgene expression in Nicotiana benthamiana is still missing. In this study, we developed a tightly regulated copper-inducible system that can be used to regulate transgene expression and perform cell death assays in N. benthamiana. We tested several chemical-inducible systems using Agrobacterium-mediated transient expression and found that the copper-inducible system showed the least concerns of leakiness issues. Using the MoClo-based synthetic biology approach, we optimized the design of the copper-inducible system and incorporated the use of the suicide exon HyP5SM/OsL5 and Cre/LoxP as additional regulatory elements to enhance the tightness of the regulation. This new design allowed us to tightly control the hypersensitive cell death induced by several tested NLRs and their matching AVRs, and it can also be easily applied to regulate the expression of other transgenes in transient expression assays. Our findings provide new approaches for both fundamental and translational studies in plant functional genomics.

plant biology↗

Functional divergence shaped the network architecture of plant immune receptors

In solanaceous plants, several sensor NLRs and their helper NLRs, known as NRC, form a complex network to confer immunity against pathogens. While the sensor NLRs and downstream NRC helpers display diverse genetic compatibility, the evolution and molecular basis of the complex network structure remained elusive. Here we demonstrated that functional divergence of NRC3 variants has shaped the genetic architecture of the NLR network. Natural NRC3 variants form three allelic groups displaying distinct compatibilities with sensor NLRs. Ancestral sequence reconstruction and analyses of natural and chimeric variants identified six key amino acids involved in sensor-helper compatibility, with two residues critical for subfunctionalization. Co-functioning Rpi-blb2 and NRC3 variants showed stronger transient interactions upon effector detection, with NRC3 membrane-associated complexes forming subsequently. Our findings reveal how mutations in helper NLRs, particularly NRC3, have driven the evolution of their transient interactions with sensor NLRs, leading to subfunctionalization and contributing significantly to the complexity of the NRC network in plant immunity. TeaserHelper NLR subfunctionalization alters transient interactions with sensor NLRs, enhancing plant immune system complexity.

plant biology↗

The anti-platelet drug cilostazol enhances interrenal steroidogenesis and exerts a scant effect on innate immune responses in zebrafish

RationaleCilostazol, an anti-platelet phosphodiesterase-3 inhibitor used for the treatment of intermittent claudication, is known for its pleiotropic effects on platelets, endothelial cells and smooth muscle cells. However, how cilostazol impacts the endocrine system and the injury-induced inflammatory processes remains unclear. MethodsWe used the zebrafish, a simple transparent model that demonstrates rapid development and a strong regenerative ability, to test whether cilostazol influences steroidogenesis, and the temporal and dosage effects of cilostazol on innate immune cells during tissue damage and repair. ResultsWhile dosages of cilostazol from 10 to 100 M did not induce any noticeable morphological abnormality in the embryonic and larval zebrafish, the heart rate and adrenal/interrenal steroidogenesis in larval zebrafish was increased in a dose-dependent manner. During larval fin amputation and regeneration, cilostazol treatments did not affect the immediate injury-induced recruitment of either neutrophils or macrophages, followed by a subtle yet significant effect on reducing the neutrophil retention at the lesion site. ConclusionsOur results indicate that cilostazol has a significant effect on the growth and endocrine function of steroidogenic tissue; and a limited effect on the neutrophil retention without affecting neutrophil and macrophage recruitment during tissue damage and repair.

pharmacology and toxicology↗

AGO2a but not AGO2b mediates antiviral defense against the infection of wildtype Cucumber mosaic virus in tomato

Evolutionarily conserved antiviral RNA interference (RNAi) mediates a primary antiviral innate immunity preventing the infection of broad spectrum viruses in plants. However, the detailed mechanism in plants is still largely unknown, especially in important agricultural crops including tomato. On the other aspect, varieties of pathogenic viruses evolve to possess Viral Suppressor of RNA silencing (VSR) to suppress antiviral RNAi in host. Due to the prevalence of VSR, it is still skeptical that antiviral RNAi truly functions to prevent the invasion of natural wildtype viruses in plants and animals. In the research, it is for the first time we applied CRISPR-Cas9 to generate ago2a, ago2b or ago2ab mutants for two differentiated Solanum lycopersicum AGO2, one key effector in antiviral RNAi. We found that AGO2a but not AGO2b was significantly induced to inhibit the propagation of not only VSR-deficient Cucumber mosaic virus (CMV) but also wildtype CMV-Fny in tomato, however, both AGO2a and AGO2b did not regulate disease induction after the infection of either virus. Our findings firstly reveal a prominent role of AGO2a in antiviral RNAi innate immunity in tomato and demonstrate that antiviral RNAi evolves to defend the infection of natural wildtype CMV-Fny in tomato, however AGO2a-mediated antiviral RNAi does not play major roles in promoting tolerance of tomato plants to CMV infection for maintaining health.

immunology↗

ZBP1 sequesters cGAS in the cytoplasm and sustains type I interferon responses to mitochondrial DNA

Mitochondrial DNA (mtDNA) is a potent agonist of the innate immune system; however, the exact immunostimulatory features of mtDNA and the kinetics of mtDNA detection by cytosolic nucleic acid sensors remain poorly defined. Here, we show that mitochondrial genome instability leads to Z-form mtDNA accumulation. Z-DNA Binding Protein 1 (ZBP1) stabilizes Z-form mtDNA and nucleates a cytosolic complex containing cGAS, RIPK1, and RIPK3 to sustain STAT1 phosphorylation and type I interferon (IFN-I) signaling. Increased mitochondrial Z-DNA, ZBP1 expression, and IFN-I responses are observed in cardiomyocytes after exposure to Doxorubicin, a first-line chemotherapeutic agent that induces frequent cardiotoxicity in cancer patients. Strikingly, mice lacking ZBP1 or IFN-I signaling are protected from Doxorubicin-induced cardiotoxicity. Our findings reveal ZBP1 as a cooperative partner for cGAS that sustains IFN-I responses to mitochondrial genome instability and highlight ZBP1 as a potential target in heart failure and other disorders where mtDNA stress contributes to interferon-related pathology.

immunology↗

Reduced PABPN1 levels causes cytoskeleton disorganization and aberrant differentiation

The polyadenylation binding protein nucleus 1 (PABPN1), a multifactorial regulator of mRNA processing, regulates muscle wasting and atrophy. Previously, we elucidated the PABPN1-dependent proteome and found that levels of structural proteins, sarcomeric and cytoskeletal, were highly altered. We identified MURC, a plasma membrane-associated protein, to be affected by the cytoskeletal stability and suggest that MURC is a novel marker for impaired regeneration in muscles. We also studied the spatial organization of muscle structural proteins in 2D and 3D cell models with reduced PABPN1 levels (named here as shPAB). We show that dysregulation of cytoskeletal proteins in the shPab proteome is associated with a cytoskeleton lacking a polarized organization in muscle cells. We show that consequently, the cell mechanical features as well as myogenic differentiation are significantly reduced. We then show that restoring cytoskeletal stability, by actin overexpression in shPAB was beneficial for cell fusion and for the expression of sarcomeric proteins in shPAB models. We suggest that poor cytoskeleton mechanical features are caused by altered expression levels and contribute to aging-associated muscle wasting and atrophy.

cell biology↗

Dominant coral bacterium Endozoicomonas acroporae metabolizes DMSP

Dominant coral-associated Endozoicomonas bacteria species are hypothesized to play a role in the coral-sulfur cycle by metabolizing Dimethylsulfoniopropionate (DMSP) into Dimethylsulfide (DMS); however, no sequenced genome to date harbors genes for this process. In this study, we assembled high-quality (>95% complete) genomes of strains of a recently added species Endozoicomonas acroporae (Acr-14T, Acr-1 and Acr-5) isolated from the coral Acropora muricata and performed comparative genomic analysis on genus Endozoicomonas. We identified the first DMSP CoA-transferase/lyase--a dddD gene homolog found in all E. acroporae strains--and functionally characterized bacteria capable of metabolizing DMSP into DMS via the DddD cleavage pathway using RT-qPCR and gas chromatography (GC). Furthermore, we demonstrated that E. acroporae strains can use DMSP as the sole carbon source and have genes arranged in an operon-like manner to link DMSP metabolism to the central carbon cycle. This study confirms the role of Endozoicomonas in the coral sulfur cycle.

ecology↗

Corilagin controls post-parasiticide schistosome egg-induced liver fibrosis by inhibiting Stat6 signalling pathway

This study aims to explore the effect of Corilagin (Cor) on post-parasiticide schistosome egg-induced hepatic fibrosis through the Stat6 signalling pathway in vitro and in vivo. Cellular and animal models were established and treated by Corilagin. The inhibitory effect of Corilagin was also confirmed in RAW264.7 cells in which Stat6 was overexpressed based on the GV367-Stat6-EGFP lentiviral vector system and in which Stat6 was knock-downed by gene specific siRNAs. As a result, Corilagin prevented increases in the protein level of Phospho-Stat6 (P-Stat6). Both the mRNA and protein levels of the downstream mediators SOCS1, KLF4, and PPAR{gamma}/{delta} were markedly suppressed after Corilagin treatment. Expression of ARG1 and FIZZ1/Retnla, Ym1, TGF-{beta} and PDGF in serum were also inhibited by Corilagin. The pathological changes, area of granulomas of liver sections, and degree of hepatic fibrosis were significantly alleviated in the Corilagin group. The areas of CD68- and CD206-positive cells stained by immunofluorescence were significantly decreased by Corilagin. In conclusion, Corilagin can suppress post-parasiticide schistosome egg-induced hepatic fibrosis by inhibiting the Stat6 signalling pathway and provide a new therapeutic strategy for schistosomiasis liver fibrosis.

pharmacology and toxicology↗