Biology subjects

Kobayashi, R.

Publications and source records attributed to Kobayashi, R..

24 records · Page 2Linked to original sources

bioRxiv2021

Chromosome scale assembly of allopolyploid genome of the diatom Fistulifera solaris

Microalgae including diatoms are of interest for environmentally-friendly manufacturing such as biofuel production. However, only a very few of their genomes have been elucidated owing to their diversified and complex evolutionary history. The genome of the marine oleaginous diatom Fistulifera solaris, an allopolyploid diatom possessing two subgenomes, has been analyzed previously by pyrosequencing. However, many unsolved regions and unconnected scaffolds remained. Here we report the entire chromosomal structure of the genome of F. solaris strain JPCC DA0580 using a long-read nanopore sequencing platform. From just one single run using a MinION flow-cell, the chromosome scale assembly with telomere-to-telomere resolution was achieved for 41 out of 44 chromosomes. Centromere regions were also predicted from the chromosomes, and we discovered conserved motifs in the predicted regions. The function of the motifs was experimentally confirmed by successful transformation of the diatom via bacterial conjugation. This discovery provides insights into chromosome replication, facilitating the rational design of artificial chromosomes for large-scale metabolic engineering of diatoms. The chromosome scale assembly also suggests the potential existence of multi-copy mini-chromosomes and tandemly repeated lipogenesis genes related to the oleaginous phenotype of F. solaris. The nanopore sequencing also solved the sequential arrangement of the repeat region in the F. solaris mitochondrial genome. Findings of this study will be useful to understand and further engineer the oleaginous phenotype of F. solaris.

genomics↗

bioRxiv2021

Tumor-Cell Invasion Initiates at Invasion Hotspots, an Epithelial Tissue-Intrinsic Microenvironment

Malignant cancers emerge in epithelial tissues through a progressive process in which a single transformed mutant cell becomes tumorigenic and invasive. Although numerous genes involved in the malignant transformation of cancer cells have been described, how tumor cells launch an invasion into the basal side of epithelial tissues remains elusive. Here, using a Drosophila wing imaginal disc epithelia, we show that genetically mosaic clones of cells mutant for a neoplastic-tumor-suppressor gene (nTSG) in combination with the oncogenic Ras (RasV12) expression initiate invasion into the basal side of the epithelial layer at specific spots in the epithelial tissue. In this "invasion hotspot", the oncogenic double-mutant cells activate c-Jun N-terminal kinase (JNK) signaling, which causes basal extrusion of the double-mutant cells and destruction of basement membrane through upregulation of a matrix metalloprotease, MMP1. Conversely, in other regions of the epithelial tissue, the double-mutant cells do not strongly activate JNK, deviate from the apical side of the epithelial layer, and show benign tumor growth in the lumen. These data indicate that the onset of tumor-cell invasion is highly dependent on the tissue-intrinsic local microenvironment. Given the conservation of genetic signaling pathways involved in this process, initiation of tumor-cell invasion from invasion hotspots in Drosophila wing imaginal epithelia could help us to understand the developmental mechanisms of invasive cancers.

cancer biology↗

bioRxiv2021

Genomic insights of high-risk clones of ESBL-producing Escherichia coli isolated from community infections and commercial meat in Southern Brazil

During a microbiological and genomic surveillance study to investigate the molecular epidemiology of extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli from community-acquired urinary tract infections (UTI) and commercial meat samples, in a Brazilian city with a high occurrence of infections by ESBL-producing bacteria, we have identified the presence of CTX-M (-55, -27, -24, -15, -14 and -2)-producing E. coli belonging to the international clones ST354, ST131, ST117, and ST38. The ST131 was more prevalent in human samples, and worryingly the high-risk ST131-C1-M27 was identified in human infections for the first time. We also detected CTX-M-55-producing E. coli ST117 isolates from meat samples (i.e., chicken and pork) and human infections. Moreover, we have identified the important clone CTX-M-24-positive E. coli ST354 from human samples in Brazil for the first time. In brief, our results suggest a potential of commercialized meat as a reservoir of high-priority E. coli lineages in the community. In contrast, the identification of E. coli ST131-C1-M27 indicates that novel pandemic clones have emerged in Brazil, constituting a public health issue.

microbiology↗

bioRxiv2020

CoNNECT: Convolutional Neural Network for Estimating synaptic Connectivity from spike Trains

The recent increase in reliable, simultaneous high channel count extracellular recordings is exciting for physiologists and theoreticians because it offers the possibility of reconstructing the underlying neuronal circuits. We recently presented a method of inferring this circuit connectivity from neuronal spike trains by applying the generalized linear model to cross-correlograms. Although the algorithm can do a good job of circuit reconstruction, the parameters need to be carefully tuned for each individual dataset. Here we present another method using a Convolutional Neural Network for Estimating synaptic Connectivity from spike trains (CoNNECT). After adaptation to huge amounts of simulated data, this method robustly captures the specific feature of monosynaptic impact in a noisy cross-correlogram. There are no user-adjustable parameters. With this new method, we have constructed diagrams of neuronal circuits recorded in several cortical areas of monkeys.

neuroscience↗

bioRxiv2019

Transcription factor NF-κB in a basal metazoan, the sponge, has conserved and unique sequences, activities, and regulation

Biological and biochemical functions of immunity transcription factor NF-{kappa}B in basal metazoans are largely unknown. Herein, we characterize transcription factor NF-{kappa}B from the demosponge Amphimedon queenslandica (Aq), in the phylum Porifera. Structurally and phylogenetically, the Aq-NF-{kappa}B protein is most similar to NF-{kappa}B p100 and p105 among vertebrate proteins, with an N-terminal DNA-binding/dimerization domain, a C-terminal Ankyrin (ANK) repeat domain, and a DNA binding-site profile more similar to human NF-{kappa}B proteins than Rel proteins. Aq-NF-{kappa}B also resembles the mammalian NF-{kappa}B protein p100 in that C-terminal truncation results in translocation of Aq-NF-{kappa}B to the nucleus and increases its transcriptional activation activity. Overexpression of a human or sea anemone I{kappa}B kinase (IKK) can induce C-terminal processing of Aq-NF-{kappa}B in vivo, and this processing requires C-terminal serine residues in Aq-NF-{kappa}B. Unlike human NF-{kappa}B p100, however, the C-terminal sequences of Aq-NF-{kappa}B do not effectively inhibit its DNA-binding activity when expressed in human cells. Tissue of another demosponge, a black encrusting sponge, contains NF-{kappa}B site DNA-binding activity and an NF-{kappa}B protein that appears mostly processed and in the nucleus of cells. NF-{kappa}B DNA-binding activity and processing is increased by treatment of sponge tissue with LPS. By transcriptomic analysis of A. queenslandica we identified likely homologs to many upstream NF-{kappa}B pathway components. These results present a functional characterization of the most ancient metazoan NF-{kappa}B protein to date, and show that many characteristics of mammalian NF-{kappa}B are conserved in sponge NF-{kappa}B, but the mechanism by which NF-{kappa}B functions and is regulated in the sponge may be somewhat different.

cell biology↗

bioRxiv2018

Reconstructing Neuronal Circuitry from Parallel Spike Trains

State-of-the-art techniques allow researchers to record large numbers of spike trains parallel for many hours. With enough such data, we should be able to infer the connectivity among neurons. Here we develop a computationally realizable method for reconstructing neuronal circuitry by applying a generalized linear model (GLM) to spike crosscorrelations. Our method estimates interneuronal connections in units of postsynaptic potentials and the amount of spike recording needed for verifying connections. The performance of inference is optimized by counting the estimation errors using synthetic data from a network of Hodgkin-Huxley type neurons. By applying our method to rat hippocampal data, we show that the numbers and types of connections estimated from our calculations match the results inferred from other physiological cues. Our method provides the means to build a circuit diagram from recorded spike trains, thereby providing a basis for elucidating the differences in information processing in different brain regions.

neuroscience↗