Biology subjects

Yamada, K.

Publications and source records attributed to Yamada, K..

At least 55 records · Page 3Linked to original sources

bioRxiv2024

Orchestrating Improbable Chemistries: Structural Snapshots of B12-Dependent Methionine Synthase's Catalytic Choreography

Cobalamin (vitamin B12) and its derivatives play an essential role in biological methylation, with cobalamin-dependent methionine synthase (MS) serving as a canonical example. MS catalyzes multiple methyl transfers within a single, dynamic multi-domain architecture that has proven challenging to study, hampering efforts to elucidate its catalytic mechanism(s). Utilizing a thermostable MS homolog and non-native cobalamin cofactors, we have captured crystal structures of transient conformational states of MS, including those directly involved in folate demethylation and homocysteine methylation. These snapshots reveal the mechanistic significance of five-coordinate, His-off methylcobalamin in homocysteine methylation and highlight the crucial role of the folate-binding domain and interdomain linkers in orchestrating the intricate structural rearrangements required for catalysis. This expanded conformational ensemble, including the unexpected capture of novel Cap-on conformations, underscores the remarkable plasticity of MS, exceeding previous estimations. Our findings provide crucial insights into the catalytic mechanism of MS, laying the foundation for harnessing cobalamins biocatalytic potential and elucidating how nature exploits protein dynamics to facilitate complex transformations.

biochemistry↗

bioRxiv2024

Disruption of ultrasonic vocalization with systemic administration of the non-competitive N-methyl-d-aspartate receptor antagonist MK-801 in adult male mice

Objective: Social behavior and communication, including ultrasonic vocalizations (USVs), are important for survival and reproductive success across species. N-methyl-D-aspartate (NMDA) receptors contribute to the neural mechanisms underlying social behavior, and pharmacological modulation of these receptors can alter both social behavior and USVs in rodents. However, the effects of NMDA receptor blockade on dyadic USVs and social approach during male-female interactions in mice remain incompletely understood. We therefore investigated the effects of systemic administration of MK-801, a noncompetitive NMDA receptor antagonist, on dyadic vocal activity, social approach, locomotor behavior, and excretory outcomes in adult male mice. Methods: Sexually experienced male mice were tested in male-female interaction and same-sex social-preference tasks. Using VocalMat, a machine-learning-based tool, we classified the USVs recorded during male-female interactions into 11 call categories and examined their temporal relationship to the proximity of the male subject to the female stimulus. Results: Administration of MK-801 to the male dose-dependently reduced the total number of USVs recorded from the male-female dyad, with a marked reduction at the highest dose, while leaving the treated male's proximity to the female stimulus unchanged. In the same-sex social-preference task, MK-801 reduced the time spent near the social stimulus at the highest dose, although preference for the social stimulus over the non-social object remained significant under all treatment conditions. MK-801 also increased locomotor activity and reduced fecal output and estimated urine output in the open-field task. These findings demonstrate that systemic NMDA receptor blockade differentially affects dyadic vocal communication, social approach, locomotor activity, and excretory outcomes. Conclusion: Systemic MK-801 administration to the male reduced the number of USVs recorded during male-female interactions and produced distinct effects on social approach, locomotor activity, and excretory outcomes. These findings indicate that NMDA receptor blockade differentially affects multiple behavioral domains, although the mechanisms underlying the reduction in USVs remain to be determined.

pharmacology and toxicology↗

bioRxiv2024

Physical constraints on the positions and dimensions of the zebrafish swim bladder by surrounding bones

Precise regulation of organ size and position is crucial for optimal organ function. Since the swim bladder is primarily responsible for buoyancy in teleosts, early development and subsequent inflation of the swim bladder should be appropriately controlled with the body growth. However, the underlying mechanism remains unclear. In this study, we show that the size and position of the swim bladder are physically constrained by the surrounding bones in zebrafish. Non-invasive micro-CT scanning revealed that the anterior edge of the swim bladder is largely attached to the os suspensorium, which is an ossicle extending medioventrally from the 4th vertebra. Additionally, we observed that hoxc6a mutants, which lack the os suspensorium, exhibited an anterior projection of the swim bladder beyond the 4th vertebra. During the swim bladder development, we found that the counterclockwise rotation of the os suspensorium correlates with posterior regression of the swim bladder, suggesting that the os suspensorium pushes the swim bladder posteriorly into its proper position. Furthermore, our results revealed a close association between the posterior region of the swim bladder and the pleural ribs. In hoxaa cluster mutants with additional ribs, the swim bladder expanded posteriorly, accompanied by an enlarged body cavity. Taken together, our results demonstrate the importance of the surrounding bones in the robust regulation of swim bladder size and position in zebrafish.

developmental biology↗

bioRxiv2024

RNAi-mediated silencing of SOD1 profoundly extends survival and functional outcomes in ALS mice

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative condition, with 20% of familial and 2-3% of sporadic cases linked to mutations in the cytosolic superoxide dismutase (SOD1) gene. Mutant SOD1 protein is toxic to motor neurons, making SOD1 gene lowering a promising approach, supported by preclinical data and the 2023 FDA approval of the GapmeR ASO targeting SOD1, tofersen. Despite the approval of an ASO and the optimism it brings to the field, the pharmacodynamics and pharmacokinetics of therapeutic SOD1 modulation can be improved. Here, we developed a chemically stabilized divalent siRNA scaffold (di-siRNA) that effectively suppresses SOD1 expression in vitro and in vivo. With optimized chemical modification, it achieves remarkable CNS tissue permeation and SOD1 silencing in vivo. Administered intraventricularly, di-siRNASOD1 extended survival in SOD1-G93A ALS mice, surpassing survival previously seen in these mice by ASO modalities, slowed disease progression, and prevented ALS neuropathology. These properties offer an improved therapeutic strategy for SOD1-mediated ALS and may extend to other dominantly inherited neurological disorders. One sentence summarySilencing SOD1 with chemically optimized divalent siRNA profoundly extends the lifespan of G93A mice and prevents neurodegenerative biochemical and behavioral phenotypes.

neuroscience↗

bioRxiv2024

Preventing acute neurotoxicity of CNS therapeutic oligonucleotides with the addition of Ca2+ and Mg2+ in the formulation

Oligonucleotide therapeutics (ASOs and siRNAs) have been explored for modulation of gene expression in the central nervous system (CNS), with several drugs approved and many in clinical evaluation. Administration of highly concentrated oligonucleotides to the CNS can induce acute neurotoxicity. We demonstrate that delivery of concentrated oligonucleotides to the CSF in awake mice induces acute toxicity, observable within seconds of injection. Electroencephalography (EEG) and electromyography (EMG) in awake mice demonstrated seizures. Using ion chromatography, we show that siRNAs can tightly bind Ca2+ and Mg2+ up to molar equivalents of the phosphodiester (PO)/phosphorothioate (PS) bonds independently of the structure or phosphorothioate content. Optimization of the formulation by adding high concentrations (above biological levels) of divalent cations (Ca2+ alone, Mg2+ alone, or Ca2+ and Mg2+) prevents seizures with no impact on the distribution or efficacy of the oligonucleotide. The data here establishes the importance of adding Ca2+ and Mg2+ to the formulation for the safety of CNS administration of therapeutic oligonucleotides.

neuroscience↗

bioRxiv2024

mRNA nuclear clustering leads to a difference in mutant huntingtin mRNA and protein silencing by siRNAs in vivo

Huntingtons disease (HD) is an autosomal dominant neurodegenerative disease caused by CAG repeat expansion in the first exon of the huntingtin gene (HTT). Oligonucleotide therapeutics, such as short interfering RNA (siRNA), reduce levels of huntingtin mRNA and protein in vivo and are considered a viable therapeutic strategy. However, the extent to which they silence HTT mRNA in the nucleus is not established. We synthesized siRNA cross-reactive to mouse (wild-type) Htt and human (mutant) HTT in a di-valent scaffold and delivered to two mouse models of HD. In both models, di-valent siRNA sustained lowering of wild-type Htt, but not mutant HTT mRNA expression in striatum and cortex. Near-complete silencing of both mutant HTT protein and wild-type Htt protein was observed in both models. Subsequent fluorescent in situ hybridization (FISH) analysis shows that di-valent siRNA acts predominantly on cytoplasmic mutant HTT transcripts, leaving clustered mutant HTT transcripts in the nucleus largely intact in treated HD mouse brains. The observed differences between mRNA and protein levels, exaggerated in the case of extended repeats, might apply to other repeat-associated neurological disorders.

neuroscience↗

bioRxiv2024

Extending Homeostasis as the Principle of Driving Behavior to the Thought Dynamics Allows Comprehensive Explanation of Mind Wandering

Our thoughts are inherently dynamic, often wandering far from the current situation. Mind-wandering (MW), which is these thought transitions, is crucial for understanding the nature of human thought. Although previous research has identified various factors influencing MW, a comprehensive framework integrating these findings remains absent. Here, we propose that homeostasis has the potential to explain MW and validate the idea through simulations by replicating previous findings. We employed a homeostatic reinforcement learning model where independent drives for the task and others were assigned, and drive reduction became a reward and trained under sustained attention to the response task. We confirmed that the model behaves consistently with the empirical results reported in human experiments, suggesting that the model accurately captures the underlying mechanism of MW. Finally, we discuss the behavioral and neurobiological commonality between human thought and animal behavior and the possibility that the same principle, homeostasis, controls these phenomena.

animal behavior and cognition↗

bioRxiv2024

Long-term Exposure to Methyl Jasmonate Increases Myrosinases TGG1 and TGG2 in Arabidopsis coi1 and myc2,3,4 Mutants

Plants are constantly subjected to stresses such as wounding or herbivore attacks, which continuously activate the JA signaling pathway in nature. However, knowledge about the effect of long-term activation of the JA signaling pathway on plant defense response remains limited. THIOGLUCOSIDE GLUCOHYDROLASE 1 (TGG1) and TGG2 are enzymes that activate defensive metabolites, namely glucosinolates, which are involved in defense against herbivores and pathogens. Here, we show that prolonged exposure to the wounding hormone methyl jasmonate (MeJA) enhances TGG1 and TGG2 expression independent of the canonical jasmonic acid (JA) signaling pathway in Arabidopsis thaliana rosette leaves. We found that airborne MeJA treatment for up to 5 d enhanced both TGG1 and TGG2 gene expression and their protein levels in Arabidopsis leaves. Notably, TGG1 and TGG2 gene expressions significantly upregulated in two JA signaling pathway mutants, namely coi1-16 and myc2,3,4, following 5 d of MeJA treatment. TGG1 and TGG2 proteins accumulate in specialized myrosin cells of rosette leaves. Myrosin cell area expands in response to MeJA treatment in a leaf-age-dependent manner. Consistent with this, the expression of FAMA, a transcription factor known to regulate TGG1 and TGG2 gene expression, also increased in a leaf-age-dependent manner after 5 d of MeJA treatment. Taken together, our results suggest the existence of a non-canonical JA signaling pathway that is activated by long-term exposure to MeJA and regulates the expression of defense-related genes TGG1 and TGG2.

plant biology↗

bioRxiv2024

FGF2 promotes the expansion of parietal mesothelial progenitor pools and inhibits BMP4-mediated smooth muscle cell differentiation

Mesothelial cells, in the outermost layer of internal organs, are essential for both organ development and homeostasis. Although the parietal mesothelial cell is the primary origin of mesothelioma that may highjack developmental signaling, the signaling pathways that orchestrate developing parietal mesothelial progenitor cell (MPC) behaviors, such as MPC pool expansion, maturation, and differentiation, are poorly understood. To address it, we established a robust protocol for culturing WT1+ MPCs isolated from developing pig and mouse parietal thorax. Quantitative qPCR and immunostaining analyses revealed that BMP4 facilitated MPC differentiation into smooth muscle cells (SMCs). In contrast, FGF2 significantly promoted MPC progenitor pool expansion but blocked the SMC differentiation. BMP4 and FGF2 counterbalanced these effects, but FGF2 had the dominant impact in the long-term culture. A Wnt activator, CHIR99021, was pivotal in MPC maturation to CALB2+ mesothelial cells, while BMP4 or FGF2 was limited. Our results demonstrated central pathways critical for mesothelial cell behaviors.

developmental biology↗

bioRxiv2023

A programmable dual-targeting di-valent siRNA scaffold supports potent multi-gene modulation in the central nervous system

Di-valent short interfering RNA (siRNA) is a promising therapeutic modality that enables sequence-specific modulation of a single target gene in the central nervous system (CNS). To treat complex neurodegenerative disorders, where pathogenesis is driven by multiple genes or pathways, di-valent siRNA must be able to silence multiple target genes simultaneously. Here we present a framework for designing unimolecular "dual-targeting" di-valent siRNAs capable of co-silencing two genes in the CNS. We reconfigured di-valent siRNA - in which two identical, linked siRNAs are made concurrently - to create linear di-valent siRNA - where two siRNAs are made sequentially attached by a covalent linker. This linear configuration, synthesized using commercially available reagents, enables incorporation of two different siRNAs to silence two different targets. We demonstrate that this dual-targeting di-valent siRNA is fully functional in the CNS of mice, supporting at least two months of maximal target silencing. Dual-targeting di-valent siRNA is highly programmable, enabling simultaneous modulation of two different disease-relevant gene pairs (e.g., Huntingtons disease: MSH3 and HTT; Alzheimers disease: APOE and JAK1) with similar potency to a mixture of single-targeting di-valent siRNAs against each gene. This work potentiates CNS modulation of virtually any pair of disease-related targets using a simple unimolecular siRNA.

molecular biology↗

bioRxiv2023

NMDAR Phosphoproteome Controls Synaptic Growth and Learning

In the mammalian brain, NMDA receptors (NMDARs) activation triggers a calcium-dependent signal transduction cascade resulting in postsynaptic remodeling and behavioral learning. However, the phosphoprotein signal flow through this transduction network is poorly understood. Here, we show that NMDAR-dependent phosphorylation drives the assembly of protein signaling complexes that regulate synaptic morphology and behavior. We performed large-scale phosphoproteomic analyses of protein kinase target proteins in successive layers of the signaling network in mouse striatal/accumbal slices. NMDARs activation resulted in the phosphorylation of 194 proteins, including Rho GTPase regulators. CaMKII-mediated phosphorylation of ARHGEF2 increased its RhoGEF activity, thereby activating the RhoA-Rho-kinase pathway. Subsequent phosphoproteomics of Rho-kinase revealed 221 protein targets, including SHANK3. Experimental validation revealed a pathway from NMDAR-dependent calcium influx through CaMKII, ARHGEF2, Rho-kinase, and SHANK3 to coordinate assembly of an actin-tethered postsynaptic complex of SHANK3/NMDAR/PSD95/DLGAP3 for spine growth and aversive learning. These findings show that NMDARs initiate metabolic phosphorylation for learning.

neuroscience↗

bioRxiv2023

Structural basis of S-adenosylmethionine-dependent Allosteric Transition from Active to Inactive States in Methylenetetrahydrofolate Reductase

Methylenetetrahydrofolate reductase (MTHFR) is a pivotal flavoprotein connecting the folate and methionine methyl cycles, catalyzing the conversion of methylenetetrahydrofolate to methyltetrahydrofolate. Human MTHFR (hMTHFR) undergoes elaborate allosteric regulation involving protein phosphorylation and AdoMet-dependent inhibition, though other factors such as subunit orientation and FAD status remain understudied due to the lack of a functional structural model. Here, we report crystal structures of Chaetomium thermophilum MTHFR (cMTHFR) in both active (R) and inhibited (T) states. We reveal FAD occlusion by Tyr361 in the T-state, which prevents substrate interaction. Remarkably, the inhibited form of cMTHFR accommodates two AdoMet molecules per subunit. In addition, we conducted a detailed investigation of the phosphorylation sites in hMTHFR, three of which are novel. Based on the structural framework provided by our cMTHFR model, we propose a possible mechanism to explain the allosteric structural transition of MTHFR, including the impact of phosphorylation on AdoMet-dependent inhibition.

biochemistry↗

bioRxiv2023

Variations in cellular unfolded protein response, respiratory capacity, and stress tolerance in skin and lung fibroblasts of deer mice (Peromyscus maniculatus)

Evolutionary physiologists have long been interested in physiological mechanisms underpinning variation in life-history performance. Recent efforts to elucidate these mechanisms focused on bioenergetics and oxidative stress. One underappreciated area that could play a role in mediating variation in performance is the unfolded protein response (UPR), a cellular stress response that reduces secretory protein load, enhances endoplasmic reticulum (ER) protein folding and clearance capacity during stress and during its adaptive phase. Given that the ER and mitochondria interact to regulate cellular homeostasis, it seems intuitive that UPR phenotype would correlate strongly with mitochondrial physiology, which in turn would contribute to variations in whole-organism metabolism. One way researchers have been studying cellular controls of life-history traits is by assessing stress resistance and bioenergetic properties of primary dermal fibroblasts. However, it is unclear if findings from dermal fibroblasts can be generalized to other cell and tissue types, and if fibroblasts phenotypes are repeatable across different life-history stages. This study aimed to explore the relationships between UPR profile, cellular respiration, and stress resistance using primary dermal fibroblasts isolated at puberty and primary lung fibroblasts isolated at adulthood. Specifically, we tested if 1) UPR profile of dermal fibroblasts isolated at puberty corresponds to UPR profile of lung fibroblasts isolated at adulthood, 2) UPR profile of dermal fibroblasts isolated at puberty and lung fibroblasts isolated at adulthood correspond to cellular bioenergetics of lung fibroblasts isolated at adulthood, and 3) UPR profile of dermal fibroblasts isolated at puberty corresponds to multiplex stress resistance (ER stress, oxidative stress, DNA damage) of lung fibroblasts isolated at adulthood. We found that only tunicamycin induced BiP expression was repeatable in skin and lung fibroblasts. Tunicamycin induced expressions of BiP, GRP94, and CNX in skin fibroblasts predicted resistance of lung fibroblasts to tunicamycin, (but not thapsigargin and other inducers of lethal stress), which is indicative for the pro-survival role of UPR during stress. Tunicamycin induced BiP expression in skin and lung fibroblasts also predicted multiple cellular bioenergetics parameters in lung fibroblasts. Statements and DeclarationsNo competing interests declared. This work was supported by National Science Foundation grants IOS1453784 and OIA1736150 to W.R.H., IOS1755670 to the PGSC, and a National Science Foundation EPSCoR pilot grant to K.N.Y. The funders did not have any input into the content of the manuscript nor require approval prior to submission.

physiology↗

bioRxiv2023

CTRP7 as a Molecular Biomarker for Predicting Responsiveness to Pulmonary Vasodilators: Insights from Human and Animal Studies in Pulmonary Arterial Hypertension

BackgroundPulmonary arterial hypertension (PAH) is a life-threatening condition. Although pulmonary vasodilators have shown promise in managing PAH, the overall prognosis improvement is modest, partly because of the absence of a biomarker for guiding their selection. This study aimed to identify the molecular-based predictors of responsiveness to pulmonary vasodilators by combining human and basic studies. Methods and ResultsRNA sequencing was conducted on cultured pulmonary artery smooth muscle cells (PASMCs) from patients with and without PAH, identifying variations in 2,076 genes. The candidates were narrowed down to established clinical biomarkers, and their plasma levels were assessed in PAH (n = 123) and non-PAH patients (n = 25). C1q/TNF-related protein 7 (CTRP7) exhibited elevated expression in PASMCs (5.37 Log2 fold change, p < 0.01), and the plasma of patients with PAH compared to non-PAH (28.2 (9.3- 101.2) vs. 9.32 (4.6-18.6) ng/ml, p < 0.01). A plasma assessment revealed a significant correlation between CTRP7 and interleukin 6 (IL-6) levels (r = 0.544, p < 0.001). Chromatin immunoprecipitation demonstrated that IL-6 upregulated CTRP7 expression in PASMCs. Among pivotal factors, CTRP7 reduced prostacyclin analog receptor (PTGIR) expression through Rab5a-mediated internalization, resulting in diminished responsiveness to selexipag (a prostacyclin analog). Incorporating the human study, hypoxic PH mice demonstrated reduced PTGIR expression in the pulmonary arteries, which correlated with limited responses to selexipag treatment (low cardiac output and persistent pulmonary artery resistance), which was mitigated by silencing CTRP7 expression in the pulmonary arteries using adeno-associated virus 6. ConclusionsAmong the candidates with increased expression in patients with PAH based on RNA sequencing of PASMCs, CTRP7 demonstrated elevated plasma levels compared to non-PAH. CTRP7 regulated PTGIR internalization via inflammation and Rab5a, influencing responsiveness to selexipag. CTRP7 emerged as a compelling biomarker for predicting responsiveness to prostacyclin analogs, potentially advancing the development of innovative PAH treatment strategies. Novel and SignificanceO_ST_ABSWhat Is Known?C_ST_ABSO_LIPulmonary arterial hypertension (PAH) is a life-threatening vascular disease with limited treatment options. C_LIO_LIAlthough pulmonary vasodilators have shown promise in managing PAH, the overall improvement in prognosis is modest. C_LIO_LIFurther research is needed to understand the molecular features of pulmonary vasodilators and identify biomarkers for appropriate selection. C_LI What New Information Does This Article Contribute?O_LIC1q/TNF-related protein 7 (CTRP7) was found to be elevated in the pulmonary artery smooth muscle cells (PASMCs) and plasma of patients with pulmonary arterial hypertension (PAH). C_LIO_LIThis study established a connection between inflammation and pulmonary vascular responsiveness via CTRP7-mediated internalization and degradation of the prostacyclin analog receptor. C_LIO_LIThis study indicated the possibility of using plasma CTRP levels as a clinical biomarker to monitor pulmonary responsiveness, which can contribute to the development of novel treatment strategies for patients with PAH. C_LI Pulmonary arterial hypertension (PAH) is a life-threatening and enigmatic lung vascular disorder characterized by progressive pulmonary vascular remodeling and vasoconstriction. Despite significant advancements in the treatment of PAH using pulmonary vasodilators, some individuals display limited responses, primarily due to a lack of understanding of the molecular features of each pulmonary vasodilator and the absence of a biomarker for appropriate selection. The present study aimed to identify promising biomarkers for predicting a patients responsiveness to pulmonary vasodilators through a two-step approach, involving RNA sequencing of PASMCs and the measurement of plasma levels. CTRP7 emerged as a prominent biomarker, displaying increased expression in both PASMCs and plasma obtained from patients with PAH. Mechanistically, IL-6 transcriptionally modulated CTPR7, leading to the internalization and degradation of PTGIR, resulting in a reduced response to selexipag (prostacyclin analog) in PASMCs. Integrating the human studies, a hypoxic mouse model exhibited lower PTGIR expression in pulmonary arteries, correlating with limited responses to selexipag treatment, which were ameliorated by silencing CTRP7 expression in pulmonary arteries using adeno-associated virus 6 transduction. This study collectively demonstrates that CTRP7 emerges as a compelling biomarker for predicting responsiveness to prostacyclin analogs, with the potential to advance the development of innovative PAH treatment strategies.

molecular biology↗

bioRxiv2023

Integration of shoot-derived polypeptide signals by root TGA transcription factors is essential for survival under fluctuating nitrogen environments

Unlike plants in the field, which experience significant temporal fluctuations in environmental conditions, plants in the laboratory are typically grown in controlled, stable environments. Therefore, signaling pathways evolved for survival in continuously fluctuating environments often remain functionally latent in laboratory settings. Here, we show that TGA1 and TGA4 act as hub transcription factors through which the expression of genes involved in high-affinity nitrate uptake are regulated in response to shoot-derived phloem mobile polypeptides, CEP DOWNSTREAM 1 (CEPD1), CEPD2 and CEPD-like 2 (CEPDL2) as nitrogen (N) deficiency signals, and Glutaredoxin S1 (GrxS1) to GrxS8 as N sufficiency signals. CEPD1/2/CEPDL2 and GrxS1-S8 competitively bind to TGA1/4 in roots, with the former acting as transcription coactivators that enhance the uptake of nitrate, while the latter function as corepressor complexes together with TOPLESS to limit nitrate uptake. Arabidopsis plants deficient in TGA1/4 maintain basal nitrate uptake and exhibit growth similar to wild-type plants in a stable N environment, but were impaired in regulation of nitrate acquisition in response to shoot N demand, leading to defective growth under continuously fluctuating N environments where rhizosphere nitrate ions switch periodically between deficient and sufficient states. TGA1/4 are crucial transcription factors that enable plants to survive under fluctuating and challenging N environmental conditions.

plant biology↗

bioRxiv2023

Acto3D: user- and budget-friendly software for multichannel high-resolution three-dimensional imaging

Advances in fluorescence microscopy and tissue-clearing technology have revolutionized three-dimensional (3D) imaging of fluorescently labeled tissues, organs, and embryos. However, the complexity and high cost of existing software and computer solutions for such imaging limit its widespread adoption by researchers with limited resources. We here introduce Acto3D as a user- and budget-friendly, open-source computer software application designed to streamline the generation and observation of high-resolution 3D images of targets labeled with multiple fluorescent probes. Acto3D features an intuitive interface that simplifies the importation, visualization, and analysis of data sets, has an associated tool for annotation of vascular lumens, and incorporates multiple fluorescence channels for comprehensive imaging. Underpinned by an integrated graphics processing unit, Acto3D allows accurate image reconstruction and efficient data processing without the need for expensive high-performance computers. We validated the software by imaging mouse embryonic structures. Acto3D thus constitutes a cost-effective and efficient platform to support biological research.

developmental biology↗

bioRxiv2023

ATML1 Regulates the Differentiation of ER Body-containing Large Pavement Cells in Rosette Leaves of Brassicaceae Plants

Endoplasmic reticulum (ER)-derived organelles, ER bodies, participate in the defense against herbivores in Brassicaceae plants. ER bodies accumulate {beta}-glucosidases, which hydrolyse specialized thioglucosides known as glucosinolates to generate bioactive substances. In Arabidopsis thaliana, the leaf ER (LER) bodies are formed in large pavement cells, which are found in the petioles, margins, and blades of rosette leaves. However, the regulatory mechanisms involved in establishing large pavement cells are unknown. Here, we show that the ARABIDOPSIS THALIANA MERISTEM L1 LAYER (ATML1) transcription factor regulates the formation of LER bodies in large pavement cells of rosette leaves. Overexpression of ATML1 enhanced the expression of LER body-related genes and the number of LER body-containing large pavement cells, whereas its knockout resulted in opposite effects. ATML1 enhances endoreduplication and cell size through LOSS OF GIANT CELLS FROM ORGANS (LGO). Although the overexpression and knockout of LGO affected the appearance of large pavement cells in Arabidopsis, the effect on LER body-related gene expression and LER body formation was weak. LER body-containing large pavement cells were also found in Eutrema salsugineum, another Brassicaceae species. Our results demonstrate that ATML1 establishes large pavement cells to induce LER body formation in Brassicaceae plants, contributing to the defense against herbivores.

plant biology↗

bioRxiv2023

Artificial Intelligence Enables the Label-Free Identification of Chronic Myeloid Leukemia Cells with Mitochondrial Morphological Alterations

Long-term tyrosine kinase inhibitor (TKI) treatment for patients with chronic myeloid leukemia (CML) causes various adverse events. Achieving a deep molecular response (DMR) is necessary for discontinuing TKIs and attaining treatment-free remission. Thus, early diagnosis is crucial as a lower DMR achievement rate has been reported in high-risk patients. Therefore, we attempted to identify CML cells using a novel technology that combines artificial intelligence (AI) with flow cytometry and investigated the basis for AI- mediated identification. Our findings indicate that BCR-ABL1-transduced cells and leukocytes from patients with CML showed significantly fragmented mitochondria and decreased mitochondrial membrane potential. Additionally, BCR-ABL1 enhanced the phosphorylation of Drp1 via the mitogen-activated protein kinase pathway, inducing mitochondrial fragmentation. Finally, the AI identified cell line models and patient leukocytes that showed mitochondrial morphological changes. Our study suggested that this AI- based technology enables the highly sensitive detection of BCR-ABL1-positive cells and early diagnosis of CML.

cancer biology↗