Communications Biology

Published by Springer Nature

Online ISSN: 2399-3642

Disciplines: Life Sciences

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Tree alpha-diversity (Fisher’s alpha) in Amazonia
A Histogram of tree alpha-diversity in 2046 ATDN plots. Red lines, mean and mean ± 2 sd. B Tree alpha-diversity by major forest type. C Map of tree alpha-diversity across Amazonia. Legend truncated at 0 and mean + 2 standard deviation of the mean. Amazonian Biome limit - red⁷⁹. D Observed values of tree diversity vs modelled values of tree diversity on the 2046 plots used for mapping. The significance or Moran’s I was tested with the function Moran.I() of ape⁶¹. Marker colours: Red: Terra Firme Pebas Formation; Brown: Terra Firme Brazilian Shield; Orange: Terra Firme Guyana Shield; Yellow: White sand forest; Light blue: Varzea; Dark blue: Igapo; Purple: Swamp. Map created with custom R⁸⁰ script. Base map source (country.shp, rivers.shp): ESRI (http://www.esri.com/data/basemaps, © Esri, DeLorme Publishing Company).
Tree species-richness (species/ha) in Amazonia
A Histogram of tree species-richness in 2046 ATDN plots. B Tree species-richness by major forest type. C Map of tree species-richness across Amazonia. Legend truncated at mean ± 2 standard deviations of the mean. Amazonian Biome limit - red⁷⁹. D Observed values of tree species-richness vs modelled values of tree species-richness on the 2046 plots used for mapping. The significance or Moran’s I was tested with the function Moran.I() of ape⁶¹. Marker colours: Red: Terra Firme Pebas Formation; Brown: Terra Firme Brazilian Shield; Orange: Terra Firme Guyana Shield; Yellow: White sand forest; Light blue: Varzea; Dark blue: Igapo; Purple: Swamp. Map created with custom R⁸⁰ script. Base map source (country.shp, rivers.shp): ESRI (http://www.esri.com/data/basemaps, © Esri, DeLorme Publishing Company).
Tree alpha-diversity and tree species-richness of terra-firme forest in Amazonia
A Map of interpolated tree alpha-diversity (Fisher’s alpha), based on 1441 terra firme plots. B Map of tree species-richness (number of species/ha by plot), based on 1441 terra firme plots. Red polygon: Amazonian Biome limit⁷⁹. Map created with custom R⁸⁰ script. Base map source (country.shp, rivers.shp): ESRI (http://www.esri.com/data/basemaps, © Esri, DeLorme Publishing Company).
The effect of cumulative water deficit (mm), tree density, and temperature seasonality on tree species-richness
A Tree species-richness observed. B Tree species-richness as predicted by cumulative water deficit, regional tree density, and temperature seasonality. C Model performance, showing predicted and observed tree species-richness. D Residuals of tree species-richness predicted by cumulative water deficit, regional tree density, and temperature seasonality (A, B). All figures based on 1441 terra firme plots. Amazonian Biome limit - red⁷⁹. Map created with custom R⁸⁰ script. Base map source (country.shp, rivers.shp): ESRI (http://www.esri.com/data/basemaps, © Esri, DeLorme Publishing Company).
Mapping density, diversity and species-richness of the Amazon tree flora

November 2023

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1,081 Reads

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Nigel C. A. Pitman

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[...]

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Karina Melgaço
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Aims and scope


Communications Biology is an open access journal from Nature Portfolio publishing high-quality research, reviews and commentary in all areas of the biological sciences. Research papers published by the journal represent significant advances bringing new biological insight to a specialized area of research. We also aim to provide a community forum for issues of importance to all biologists, regardless of sub-discipline.

Recent articles


Single-molecule visualization of human A2A adenosine receptor activation by a G protein and constitutively activating mutations
  • New
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November 2023

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5 Reads

Shushu Wei

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Niloofar Gopal Pour

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Sriram Tiruvadi-Krishnan

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[...]

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Rajan Lamichhane

Mutations that constitutively activate G protein-coupled receptors (GPCRs), known as constitutively activating mutations (CAMs), modify cell signaling and interfere with drugs, resulting in diseases with limited treatment options. We utilize fluorescence imaging at the single-molecule level to visualize the dynamic process of CAM-mediated activation of the human A2A adenosine receptor (A2AAR) in real time. We observe an active-state population for all CAMs without agonist stimulation. Importantly, activating mutations significantly increase the population of an intermediate state crucial for receptor activation, notably distinct from the addition of a partner G protein. Activation kinetics show that while CAMs increase the frequency of transitions to the intermediate state, mutations altering sodium sensitivity increase transitions away from it. These findings indicate changes in GPCR function caused by mutations may be predicted based on whether they favor or disfavor formation of an intermediate state, providing a framework for designing receptors with altered functions or therapies that target intermediate states.
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Bacterial diversity in arboreal ant nesting spaces is linked to colony developmental stage

Maximilian Nepel

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Veronika E. Mayer

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Veronica Barrajon-Santos

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Dagmar Woebken

The omnipresence of ants is commonly attributed to their eusocial organization and division of labor, however, bacteria in their nests may facilitate their success. Like many other arboreal ants living in plant-provided cavities, Azteca ants form dark-colored “patches” in their nesting space inside Cecropia host plants. These patches are inhabited by bacteria, fungi and nematodes and appear to be essential for ant colony development. Yet, detailed knowledge of the microbial community composition and its consistency throughout the life cycle of ant colonies was lacking. Amplicon sequencing of the microbial 16S rRNA genes in patches from established ant colonies reveals a highly diverse, ant species-specific bacterial community and little variation within an individual ant colony, with Burkholderiales, Rhizobiales and Chitinophagales being most abundant. In contrast, bacterial communities of early ant colony stages show low alpha diversity and no ant species-specific community composition. We suggest a substrate-caused bottleneck after vertical transmission of the bacterial patch community from mother to daughter colonies. The subsequent ecological succession is driven by environmental parameters and influenced by ant behavior. Our study provides key information for future investigations determining the functions of these bacteria, which is essential to understand the ubiquity of such patches among arboreal ants.

Twenty-four-hour rhythmicities in disorders of consciousness are associated with a favourable outcome

November 2023

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14 Reads

Florent Gobert

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Alexandra Corneyllie

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Hélène Bastuji

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Fabien Perrin

Fluctuations of consciousness and their rhythmicities have been rarely studied in patients with a disorder of consciousness after acute brain injuries. 24-h assessment of brain (EEG), behaviour (eye-opening), and circadian (clock-controlled hormones secretion from urine) functions was performed in acute brain-injured patients. The distribution, long-term predictability, and rhythmicity (circadian/ultradian) of various EEG features were compared with the initial clinical status, the functional outcome, and the circadian rhythmicities of behaviour and clock-controlled hormones. Here we show that more physiological and favourable patterns of fluctuations are associated with a higher 24 h predictability and sharp up-and-down shape of EEG switches, reminiscent of the Flip-Flop model of sleep. Multimodal rhythmic analysis shows that patients with simultaneous circadian rhythmicity for brain, behaviour, and hormones had a favourable outcome. Finally, both re-emerging EEG fluctuations and homogeneous 24-h cycles for EEG, eye-opening, and hormones appeared as surrogates for preserved functionality in brainstem and basal forebrain, which are key prognostic factors for later improvement. While the recovery of consciousness has previously been related to a high short-term complexity, we suggest in this exploratory study the importance of the high predictability of the 24 h long-term generation of brain rhythms and highlight the importance of circadian body-brain rhythms in awakening.

Quality comparison of 12 Listeria strains using ONT-only and ONT/Illumina hybrid sequencing
a Workflow of ONT-only and ONT/Illumina hybrid assembly; bQ scores; c number of mismatches (red: LQ, gray: HQ); d comparison of ONT and Illumina reads by IGV; e numbers of 5mC, 6 mA, and mismatches between HQ/LQ strains (n = 12, red: LQ, gray: HQ). Error bars represent the minimum and maximum values.
Quality improvement of ONT by WGA demodification
a Worflow of WGA-demodified ONT; bQ scores of the WGA-demodified and ONT-only genomes (gray: ONT, black: WGA ONT); c numbers of mismatches of the WGA-demodified and ONT-only genomes (gray: ONT, black: WGA ONT); d WGA and ONT-only genome quality with respect to sequencing depth (shading: mininum and maximum quality in five replicates, line: median quality); e numbers of active/available pores during WGA-demodified and ordinary ONT sequencing.
Correction of modification-mediated errors by Modpolish
a Workflow of Modpolish; bQ scores before and after Modpolish; c numbers of mismatches before and after Modpolish (gray: before Modpolish, black: after Modpolish); d the antiviral defending systems encoded by the 12 strains (gray: before Modpolish, black: after Modpolish); e the sequence motif of modification sites in the four mza-encoding strains; f the sequence motif of modification sites on the R20-0026 strain.
Evaluation of Modpolish on the Zymo ONT R9.4 (SUP) and R10.4 (Duplex, SUP) datasets
Comparison of Medaka and Modpolish for a Q scores and b mismatches on the R9.4 dataset; comparison of Medaka and Modpolish for cQ scores and d mismatches on the R10.4 dataset.
Illustration of Modpolish workflow
A set of closely related genomes are first retrieved by screening the compressed sketches of RefSeq genomes. We retain the genomes with sufficient nucleotide and structural similarity. The selected genomes and ONT reads are aligned onto the draft genome, generating a pileup matrix of homologs, reads, and qualities. Modpolish only corrects modification-mediated errors with inconsistent read alleles, low quality, and high conservation in homologs.
Correcting modification-mediated errors in nanopore sequencing by nucleotide demodification and reference-based correction

November 2023

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7 Reads

Chien-Shun Chiou

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Bo-Han Chen

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You-Wun Wang

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Yao-Ting Huang

The accuracy of Oxford Nanopore Technology (ONT) sequencing has significantly improved thanks to new flowcells, sequencing kits, and basecalling algorithms. However, novel modification types untrained in the basecalling models can seriously reduce the quality. Here we reports a set of ONT-sequenced genomes with unexpected low quality due to novel modification types. Demodification by whole-genome amplification significantly improved the quality but lost the epigenome. We also developed a reference-based method, Modpolish, for correcting modification-mediated errors while retaining the epigenome when a sufficient number of closely-related genomes is publicly available (default: top 20 genomes with at least 95% identity). Modpolish not only significantly improved the quality of in-house sequenced genomes but also public datasets sequenced by R9.4 and R10.4 (simplex). Our results suggested that novel modifications are prone to ONT systematic errors. Nevertheless, these errors are correctable by nucleotide demodification or Modpolish without prior knowledge of modifications.

Insights into the recognition mechanism in the UBR box of UBR4 for its specific substrates

November 2023

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8 Reads

Da Eun Jeong

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Hye Seon Lee

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Bonsu Ku

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Ho-Chul Shin

The N-end rule pathway is a proteolytic system involving the destabilization of N-terminal amino acids, known as N-degrons, which are recognized by N-recognins. Dysregulation of the N-end rule pathway results in the accumulation of undesired proteins, causing various diseases. The E3 ligases of the UBR subfamily recognize and degrade N-degrons through the ubiquitin-proteasome system. Herein, we investigated UBR4, which has a distinct mechanism for recognizing type-2 N-degrons. Structural analysis revealed that the UBR box of UBR4 differs from other UBR boxes in the N-degron binding sites. It recognizes type-2 N-terminal amino acids containing an aromatic ring and type-1 N-terminal arginine through two phenylalanines on its hydrophobic surface. We also characterized the binding mechanism for the second ligand residue. This is the report on the structural basis underlying the recognition of type-2 N-degrons by the UBR box with implications for understanding the N-end rule pathway.

A method to identify putative functional non-coding variants in human melanoma
a Summary of pipeline to identify hotspots (a) with a generalized schematic of three theoretical hotspots (a). Blue boxes indicate regions within putative Melanoma Regulatory Regions (pMRRs), and red box indicates null regions (i.e. those outside predicted regulatory regions). Numbered rectangles represent hotspots. Dot plots represent the number of variants within a given position. Donor score is equal to the square of the number of donors divided by the number of mutated positions, and FunSeq2 score is a weighting factor with higher values indicating higher conservation within regulatory regions and/or TF binding site motif altering. b Kernel density estimate of hotspot scores in pMRRs (blue) and not in pMRRs/in null regions (red). Hotspots with log10 scores lower than 1 are not shown. Dashed line depicts hotspot scores with a p-value = 1 × 10⁻⁶, lower p-values are to the right. c Boxplots showing the log10-transformed Donor, FunSeq2, and Hotspot (Donor x FunSeq2) for the top 10,000 highest-scoring hotspots. d Bar chart demonstrating the frequency of genomic annotations for the top 10,000 null hotspots (red bars) and statistically significant hotspots (707 hotspots, FDR-adjusted p-value < 0.05, blue bars). e Bar chart of the total number of mutations in significant hotspots (707 hotspots) at each site within 4 bp of the core ETS motif, GGAA (top, represents 5,561 mutations out of a total of 8514 mutations), and WebLogo of 11 bp WT sequence (bottom).
Functional analysis of recurrent CDC20 promoter variants
a The CDC20 promoter hotspot. All variants within the hotspot are denoted by name, # of donors with given mutation, FunSeq2 score, and GERP score. Co-occurring GG528AA double mutant is depicted above. Variants with colored text were validated by luciferase assay. b Altered CDC20 promoter activity for variants as assayed by luciferase reporter assays in nine cell lines, ordered by transcriptional state classification from melanocytic to undifferentiated. HEK 293FT are immortalized human embryonic kidney cell lines and are therefore not classified. Boxplots depict normalized (to WT) luciferase assay results in these nine different cell lines.
CDC20-low and CDC20-high transcriptional states correlate with distinct melanoma signatures
a, b Results from gene set enrichment analysis for the Verfaillie proliferative (a) and invasive (b) melanoma gene signature. Light pink dots represent genes enriched in CDC20-low samples (samples with CDC20 expression at or below the 25th quantile) while dark pink dots represent genes enriched in CDC20-high samples (samples with CDC20 expression at or above the 75th quantile). Samples are from three independent RNA-sequencing cohorts: Kunz, TCGA-SKCM, and ICGC-MELA. Nominal p-values are reported. c Normalized CDC20 gene expression obtained from scRNA-sequencing of 10 melanoma samples ordered by decreasing melanocytic signature (Widmer et al. 2012) as calculated by AUCell in the corresponding publication13,59. A Wilcoxon rank-sum test was performed on CDC20 expression between all samples classified as melanocytic and those classified as mesenchymal. d, e Normalized CDC20 gene expression from melanoma cell lines (d) IGR37 and (e) UACC257. Each cell was given an MITF signature score based on the MITF signature from Tirosh et al. (2016), with high meaning cells expressing relatively higher levels of an MITF transcriptional program. Wilcoxon rank-sum tests were performed between low and moderate and moderate to high15,64.
Engineered indels at the recurrently mutated CDC20 promoter locus leads to decreased CDC20 expression and changes in transcriptional state
a Sequence alignment of the CDC20 promoter between hg19, WT A375, A3, and A10. Arrows denoting positions of G525A, G528A, and G529A. The ETS core motif is boxed. The last nucleotide of the sequence is 37 bp upstream of the TSS of CDC20. Nucleotides are color-coded and dashes indicate deletions. b Plot depicting log2 transformed DESeq2-normalized read counts of CDC20 in WT A375 and CDC20 promoter indel strains, A3 and A10, with decreased CDC20 expression. Each point represents CDC20 expression in one sample. c Principal component analysis of read counts normalized by regularized log transformation using the top 500 most variable genes. The horizontal axis, PC1, explains 58% of the variance associated across all samples and separates out WT from CDC20 promoter indel cell lines. The vertical axis, PC2, explains 28% of the variance and separated A3 from A10. d Gene ontology analysis of the 999 differentially expressed genes (DEG) between A3 and WT, 1,995 DEG between A10 and WT, and 3,223 DEG between both CDC20 promoter indel cell lines and WT. The size of the dots represents higher gene ratios of the number of genes within each gene ontology term. The color of the dot represents FDR-adjusted p-values with redder dots indicating lower p-values. e Gene set enrichment analysis of the Hoek and Verfaillie gene signatures with nominal p-values reported on each plot. Dark purple dots represent genes enriched in the CDC20 promoter indel cell lines while light purple dots represent genes enriched in the WT A375 melanoma cell lines. f Heatmap depicting z-score normalized expression patterns of differentially expressed genes within one of the four Tsoi et al. (2018) melanoma transcriptional subgroups. Samples and genes are hierarchically clustered with orange and blue indicating relatively higher or lower expression, respectively, of genes across samples.
CDC20 knockdown promotes a proliferative or neural crest transcriptional state
a Knockdown of CDC20 by siRNA leads to significant down-regulation of AXL and up-regulation of SOX10 in undifferentiated cell lines RPMI-7951 and SK-MEL-2, up-regulation of SOX10 in melanocytic cell lines SK-MEL-5 and SK-MEL-28, but no to minimal change in primary melanocytes and HEK 293FT. Each boxplot is the culmination of 12 technical replicates transfected with a non-targeting siRNA (siNTC) or siCDC20. Ct scores are normalized to GAPDH. b Scratch assays at 0 hours post scratch and 24 hours post-scratch for WT, A3, and A10. c Total fluorescence obtained from the lower chamber of a Boyden chamber loaded with 20 µL of collagen. Three technical replicates were performed per cell line. d Tumor volume (average of 10 tumors per line with error bars ± SEM) of WT (A375 Cas9 control), A3, and A10 between 27 and 42 days post subcutaneous flank injection into immunocompromised nude mice. e Proposed model. As CDC20 expression increases, a more invasive and migratory transcriptional landscape is observed, suggesting functional significance for CDC20 in the role of metastasis. At early stages of the melanoma lifespan, low CDC20 expression promoters a proliferative state that fuels primary melanoma growth.
Functional analysis of recurrent CDC20 promoter variants in human melanoma

November 2023

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10 Reads

Paula M. Godoy

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Abimbola Oyedeji

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Jacqueline L. Mudd

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[...]

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Charles K. Kaufman

Small nucleotide variants in non-coding regions of the genome can alter transcriptional regulation, leading to changes in gene expression which can activate oncogenic gene regulatory networks. Melanoma is heavily burdened by non-coding variants, representing over 99% of total genetic variation, including the well-characterized TERT promoter mutation. However, the compendium of regulatory non-coding variants is likely still functionally under-characterized. We developed a pipeline to identify hotspots, i.e. recurrently mutated regions, in melanoma containing putatively functional non-coding somatic variants that are located within predicted melanoma-specific regulatory regions. We identified hundreds of statistically significant hotspots, including the hotspot containing the TERT promoter variants, and focused on a hotspot in the promoter of CDC20. We found that variants in the promoter of CDC20, which putatively disrupt an ETS motif, lead to lower transcriptional activity in reporter assays. Using CRISPR/Cas9, we generated an indel in the CDC20 promoter in human A375 melanoma cell lines and observed decreased expression of CDC20, changes in migration capabilities, increased growth of xenografts, and an altered transcriptional state previously associated with a more proliferative and less migratory state. Overall, our analysis prioritized several recurrent functional non-coding variants that, through downregulation of CDC20, led to perturbation of key melanoma phenotypes.

Functional brain region-specific neural spheroids for modeling neurological diseases and therapeutics screening

November 2023

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7 Reads

3D spheroids have emerged as powerful drug discovery tools given their high-throughput screening (HTS) compatibility. Here, we describe a method for generating functional neural spheroids by cell-aggregation of differentiated human induced pluripotent stem cell (hiPSC)-derived neurons and astrocytes at cell type compositions mimicking specific regions of the human brain. Recordings of intracellular calcium oscillations were used as functional assays, and the utility of this spheroids system was shown through disease modeling, drug testing, and formation of assembloids to model neurocircuitry. As a proof of concept, we generated spheroids incorporating neurons with Alzheimer’s disease-associated alleles, as well as opioid use disorder modeling spheroids induced by chronic treatment of a mu-opioid receptor agonist. We reversed baseline functional deficits in each pilot disease model with clinically approved treatments and showed that assembloid activity can be chemogenetically manipulated. Here, we lay the groundwork for brain region-specific neural spheroids as a robust functional assay platform for HTS studies.

Polphylipoprotein-induced autophagy mechanism with high performance in photodynamic therapy

November 2023

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5 Reads

Polphylipoprotein (PLP) is a recently developed nanoparticle with high biocompatibility and tumor selectivity, and which has demonstrated unprecedentedly high performance photosensitizer in photodynamic therapy (PDT) and photodynamic diagnosis. On the basis of these discoveries, PLP is anticipated to have a very high potential for PDT. However, the mechanism by which PLP kills cancer cells effectively has not been sufficiently clarified. To comprehensively understand the PLP-induced PDT processes, we conduct multifaceted experiments using both normal cells and cancer cells originating from the same sources, namely, RGM1, a rat gastric epithelial cell line, and RGK1, a rat gastric mucosa-derived cancer-like mutant. We reveal that PLP enables highly effective cancer treatment through PDT by employing a unique mechanism that utilizes the process of autophagy. The dynamics of PLP-accumulated phagosomes immediately after light irradiation are found to be completely different between normal cells and cancer cells, and it becomes clear that this difference results in the manifestation of the characteristic effect of PDT when using PLP. Since PLP is originally developed as a drug delivery agent, this study also suggests the potential for intracellular drug delivery processes through PLP-induced autophagy.

The structural basis for light acclimation in phycobilisome light harvesting systems systems in Porphyridium purpureum

November 2023

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16 Reads

Photosynthetic organisms adapt to changing light conditions by manipulating their light harvesting complexes. Biophysical, biochemical, physiological and genetic aspects of these processes are studied extensively. The structural basis for these studies is lacking. In this study we address this gap in knowledge by focusing on phycobilisomes (PBS), which are large structures found in cyanobacteria and red algae. In this study we focus on the phycobilisomes (PBS), which are large structures found in cyanobacteria and red algae. Specifically, we examine red algae (Porphyridium purpureum) grown under a low light intensity (LL) and a medium light intensity (ML). Using cryo-electron microscopy, we resolve the structure of ML-PBS and compare it to the LL-PBS structure. The ML-PBS is 13.6 MDa, while the LL-PBS is larger (14.7 MDa). The LL-PBS structure have a higher number of closely coupled chromophore pairs, potentially the source of the red shifted fluorescence emission from LL-PBS. Interestingly, these differences do not significantly affect fluorescence kinetics parameters. This indicates that PBS systems can maintain similar fluorescence quantum yields despite an increase in LL-PBS chromophore numbers. These findings provide a structural basis to the processes by which photosynthetic organisms adapt to changing light conditions.

Recurrent connectivity supports higher-level visual and semantic object representations in the brain

November 2023

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26 Reads

Visual object recognition has been traditionally conceptualised as a predominantly feedforward process through the ventral visual pathway. While feedforward artificial neural networks (ANNs) can achieve human-level classification on some image-labelling tasks, it’s unclear whether computational models of vision alone can accurately capture the evolving spatiotemporal neural dynamics. Here, we probe these dynamics using a combination of representational similarity and connectivity analyses of fMRI and MEG data recorded during the recognition of familiar, unambiguous objects. Modelling the visual and semantic properties of our stimuli using an artificial neural network as well as a semantic feature model, we find that unique aspects of the neural architecture and connectivity dynamics relate to visual and semantic object properties. Critically, we show that recurrent processing between the anterior and posterior ventral temporal cortex relates to higher-level visual properties prior to semantic object properties, in addition to semantic-related feedback from the frontal lobe to the ventral temporal lobe between 250 and 500 ms after stimulus onset. These results demonstrate the distinct contributions made by semantic object properties in explaining neural activity and connectivity, highlighting it as a core part of object recognition not fully accounted for by current biologically inspired neural networks.


Reduced neural progenitor cell count and cortical neurogenesis in guinea pigs congenitally infected with Toxoplasma gondii

November 2023

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40 Reads

Toxoplasma (T.) gondii is an obligate intracellular parasite with a worldwide distribution. Congenital infection can lead to severe pathological alterations in the brain. To examine the effects of toxoplasmosis in the fetal brain, pregnant guinea pigs are infected with T. gondii oocysts on gestation day 23 and dissected 10, 17 and 25 days afterwards. We show the neocortex to represent a target region of T. gondii and the parasite to infect neural progenitor cells (NPCs), neurons and astrocytes in the fetal brain. Importantly, we observe a significant reduction in neuron number at end-neurogenesis and find a marked reduction in NPC count, indicating that impaired neurogenesis underlies the neuronal decrease in infected fetuses. Moreover, we observe focal microglioses to be associated with T. gondii in the fetal brain. Our findings expand the understanding of the pathophysiology of congenital toxoplasmosis, especially contributing to the development of cortical malformations.

Novel sound exposure drives dynamic changes in auditory lateralization that are associated with perceptual learning in zebra finches

November 2023

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13 Reads

Songbirds provide a model for adult plasticity in the auditory cortex as a function of recent experience due to parallels with human auditory processing. As for speech processing in humans, activity in songbirds’ higher auditory cortex (caudomedial nidopallium, NCM) is lateralized for complex vocalization sounds. However, in Zebra finches exposed to a novel heterospecific (canary) acoustic environment for 4–9 days, the typical pattern of right-lateralization is reversed. We now report that, in birds passively exposed to a novel heterospecific environment for extended periods (up to 21 days), the right-lateralized pattern of epidural auditory potentials first reverses transiently then returns to the typical pattern. Using acute, bilateral multi-unit electrophysiology, we confirm that this dynamic pattern occurs in NCM. Furthermore, extended exposure enhances discrimination for heterospecific stimuli. We conclude that lateralization is functionally labile and, when engaged by novel sensory experience, contributes to discrimination of novel stimuli that may be ethologically relevant. Future studies seek to determine whether, (1) the dynamicity of lateralized processes engaged by novel sensory experiences recurs with every novel challenge in the same organism; (2) the dynamic pattern extends to other cortical, thalamic or midbrain structures; and (3) the phenomenon generalizes across sensory modalities.

Bioaccumulation and biomagnification of heavy metals in marine micro-predators

November 2023

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62 Reads

Nematodes represent >3/5 of the abundance of the world's metazoans and usually account for nearly 90% of the total benthic fauna, playing a key ecological role in the benthic ecosystem functioning on a global scale. These small metazoans include a relevant number of microscopic predators and, in turn, are the most abundant preys of macro-megafauna and fish juveniles thus playing a key role in marine food webs. Here, using two independent approaches, we test the bioaccumulation in marine nematodes of several heavy metals present in contaminated sediments. We report here that nematodes, despite their short life cycle and small size, bioaccumulate significantly heavy metals. Bioaccumulation increases from deposit feeders and microalgal grazers to predators of microbes and other tiny metazoans. These results suggest that nematodes also contribute to their biomagnification along the food webs and can contribute to increase the transfer of contaminants from the sediments to larger organisms.

An immortal porcine preadipocyte cell strain for efficient production of cell-cultured fat

November 2023

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16 Reads

Adding adipose cells to cell-cultured meat can provide a distinctive aroma and juicy texture similar to real meat. However, a significant challenge still exists in obtaining seed cells that can be propagated for long periods, maintain their adipogenic potential, and reduce production costs. In this study, we present a cell strain derived from immortalized porcine preadipocytes that can be subculture for over 40 passages without losing differentiation capacity. This cell strain can be differentiated within 3D bioscaffolds to generate cell-cultured fat using fewer chemicals and less serum. Additionally, it can be expanded and differentiated on microcarriers with upscaled culture to reduce costs and labor. Moreover, it can co-differentiate with muscle precursor cells, producing a pattern similar to real meat. Therefore, our cell strain provides an exceptional model for studying and producing cell-cultured fat.

ACO2 deficiency increases vulnerability to Parkinson’s disease via dysregulating mitochondrial function and histone acetylation-mediated transcription of autophagy genes

November 2023

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5 Reads

Parkinson’s disease (PD) is characterized by α-synuclein aggregation in dopaminergic (DA) neurons, which are sensitive to oxidative stress. Mitochondria aconitase 2 (ACO2) is an essential enzyme in the tricarboxylic acid cycle that orchestrates mitochondrial and autophagic functions to energy metabolism. Though widely linked to diseases, its relation to PD has not been fully clarified. Here we revealed that the peripheral ACO2 activity was significantly decreased in PD patients and associated with their onset age and disease durations. The knock-in mouse and Drosophila models with the A252T variant displayed aggravated motor deficits and DA neuron degeneration after 6-OHDA and rotenone-induction, and the ACO2 knockdown or blockade cells showed features of mitochondrial and autophagic dysfunction. Moreover, the transcription of autophagy-related genes LC3 and Atg5 was significantly downregulated via inhibited histone acetylation at the H3K9 and H4K5 sites. These data provided multi-dimensional evidences supporting the essential roles of ACO2, and as a potential early biomarker to be used in clinical trials for assessing the effects of antioxidants in PD. Moreover, ameliorating energy metabolism by targeting ACO2 could be considered as a potential therapeutic strategy for PD and other neurodegenerative disorders.

IL-1β-mediated adaptive reprogramming of endogenous human cardiac fibroblasts to cells with immune features during fibrotic remodeling

November 2023

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12 Reads

The source and roles of fibroblasts and T-cells during maladaptive remodeling and myocardial fibrosis in the setting of pulmonary arterial hypertension (PAH) have been long debated. We demonstrate, using single-cell mass cytometry, a subpopulation of endogenous human cardiac fibroblasts expressing increased levels of CD4, a helper T-cell marker, in addition to myofibroblast markers distributed in human fibrotic RV tissue, interstitial and perivascular lesions in SUGEN/Hypoxia (SuHx) rats, and fibroblasts labeled with pdgfrα CreERt2/+ in R26R-tdTomato mice. Recombinant IL-1β increases IL-1R, CCR2 receptor expression, modifies the secretome, and differentiates cardiac fibroblasts to form CD68-positive cell clusters. IL-1β also activates stemness markers, such as NANOG and SOX2, and genes involved in dedifferentiation, lymphoid cell function and metabolic reprogramming. IL-1β induction of lineage traced primary mouse cardiac fibroblasts causes these cells to lose their fibroblast identity and acquire an immune phenotype. Our results identify IL-1β induced immune-competency in human cardiac fibroblasts and suggest that fibroblast secretome modulation may constitute a therapeutic approach to PAH and other diseases typified by inflammation and fibrotic remodeling.

Schematic representation of VirB and ParB mode of action
a Schematic representation of a model depicting the role of VirB in counteracting transcriptional silencing of pINV by H-NS. VirB is hypothesized to counteract the silencing effects of H-NS, a nucleoid structuring protein. The exact mechanisms remain unclear, but potential models suggest that VirB may enhance DNA accessibility for transcription by sterically blocking H-NS or changing DNA conformation or supercoiling (not indicated). b A schematic representation of ParB partition complex formation. In the absence of CTP binding, ParB exists in an open autoinhibited state. Upon binding to CTP and parS DNA, ParB self-inhibition is relieved resulting in the formation of ParB N domain dimer interface. This engagement of the N domain leads to the closure of ParB dimers, forming closed clamps that topologically entrap DNA and can slide onto parS-flanking DNA. Hydrolysis of CTP to CDP and inorganic phosphate destabilizes the N dimer engagement, promoting ParB release and turnover. This turnover mechanism prevents excessive spreading of ParB on DNA and allows for recycling of DNA-free ParB clamps.
VirB shares sequence features and structural similarity with ParB
a Domain organization of Shigella flexneri (Sfl) VirBpINV, Escherichia coli (Ec) ParBP1, Sfl ParBpINV, and Bacillus subtilis (Bsu) ParB (top panels). Sequence alignment of a part of the N domain of the four proteins including the conserved GxxR motif. The acidic residues responsible for CTP hydrolysis in Bsu ParB are highlighted in orange. b AlphaFold prediction of full-length Sfl VirB dimer displayed as surface and cartoon representation on the left and right panel, respectively. The prediction identifies three distinct domains (N, M, and C). c Separate superimposition of the three domains of Sfl VirB (blue) with the respective domain of Bsu ParB (gray). The N and C domains of VirB are AlphaFold predictions. The VirB M domain is from a crystal structure bound to the DNA targeting site, virSicsB (PDB:3W3C)¹². The three domains of Bsu ParB are from available structural data (PDB:6SDK for N- and M, and PDB:5NOC for C domain).
VirB binds and hydrolyses CTP
a VirB-ribonucleotide affinity measurements by isothermal titration calorimetry (ITC). A typical titration curve is shown. The Kd obtained from one experiment is provided. The interval indicates deviations of data points from the fit. b CTP hydrolysis rates by Bsu ParB (positive control) and Sfl VirB assayed by colorimetric detection of inorganic phosphate using Malachite Green Assay. Ten micromolar of protein was incubated with 1 mM CTP with or without 1 μM DNA40. Mean values calculated from four repeat measurements are plotted. Individual data points are shown as dots. The right panel indicates the sequence of the various DNA sites tested.
VirB N-gate closure and DNA loading
a Model of full-length VirB dimer with the mutated Q15C residue highlighted in black. Endogenous cysteine residue (C5) residue was replaced by a serine residue (C5S) to avoid unspecific cross-linking. The upper panel offers a visual representation of the cross-linked (clamp) and non-cross-linked (open) states of VirB. b Gel analysis of cross-linking products of purified VirB(C5S, Q15C) at 25 °C. The different ligands tested are indicated. N-NXL denotes cross-linked species of VirB. CBB, Coomassie Brilliant Blue. Quantification of cross-linked fractions is shown on the right panel. c Plasmid entrapment assay by VirB(C5S, Q15C, A297C) from BMOE-cross-linked DNA loading reactions. The buffer used here is high stringency buffer (25 mM HEPES/NaOH pH 7.5, 500 mM NaCl, 5 mM MgCl2, 1 mM DTT, 10 μM BSA, 0.01% [v/v] Tween 20)³¹. EtBr, Ethidium bromide. Plasmid species entrapping double cross-linked VirB dimers are marked. d Biolayer interferometry (BLI) analysis of VirB (1 and 20 μM) loading onto biotin-immobilized 169-bp virS or random DNA, measured in the presence of CTP (1 mM). The reaction buffer is the same as the one used in Fig. 4C (high stringency). The dissociation phase was carried out using the identical buffer as the association phase, but lacking VirB and CTP.
VirB focus formation in vivo and proposed mechanism
a Example images of fluorescence microscopy of E. coli cells harboring pLIBT7 expression vectors encoding for different GFP-VirB proteins (in green) with or without virSicsP DNA site. The panel on the right displays the plasmid maps of the expression vectors used. b Proposed model for VirB CTP binding and clamp closure. Upon CTP binding, VirB engages in the N domain and accumulate at virS sites and spread to neighboring regions. X denotes putative factors in the cellular microenvironment that inhibits off-target accumulation of VirB. VirB focus formation at virS is hypothesized to counteract the silencing of virulence genes on pINV mediated by H-NS.
VirB, a transcriptional activator of virulence in Shigella flexneri, uses CTP as a cofactor

November 2023

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18 Reads

VirB is a transcriptional activator of virulence in the gram-negative bacterium Shigella flexneri encoded by the large invasion plasmid, pINV. It counteracts the transcriptional silencing by the nucleoid structuring protein, H-NS. Mutations in virB lead to loss of virulence. Studies suggested that VirB binds to specific DNA sequences, remodels the H-NS nucleoprotein complexes, and changes DNA supercoiling. VirB belongs to the superfamily of ParB proteins which are involved in plasmid and chromosome partitioning often as part of a ParABS system. Like ParB, VirB forms discrete foci in Shigella flexneri cells harbouring pINV. Our results reveal that purified preparations of VirB specifically bind the ribonucleotide CTP and slowly but detectably hydrolyse it with mild stimulation by the virS targeting sequences found on pINV. We show that formation of VirB foci in cells requires a virS site and CTP binding residues in VirB. Curiously, DNA stimulation of clamp closure appears efficient even without a virS sequence in vitro. Specificity for entrapment of virS DNA is however evident at elevated salt concentrations. These findings suggest that VirB acts as a CTP-dependent DNA clamp and indicate that the cellular microenvironment contributes to the accumulation of VirB specifically at virS sites.

Biologically derived epicardial patch induces macrophage mediated pathophysiologic repair in chronically infarcted swine hearts

November 2023

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11 Reads

There are nearly 65 million people with chronic heart failure (CHF) globally, with no treatment directed at the pathologic cause of the disease, the loss of functioning cardiomyocytes. We have an allogeneic cardiac patch comprised of cardiomyocytes and human fibroblasts on a bioresorbable matrix. This patch increases blood flow to the damaged heart and improves left ventricular (LV) function in an immune competent rat model of ischemic CHF. After 6 months of treatment in an immune competent Yucatan mini swine ischemic CHF model, this patch restores LV contractility without constrictive physiology, partially reversing maladaptive LV and right ventricular remodeling, increases exercise tolerance, without inducing any cardiac arrhythmias or a change in myocardial oxygen consumption. Digital spatial profiling in mice with patch placement 3 weeks after a myocardial infarction shows that the patch induces a CD45pos immune cell response that results in an infiltration of dendritic cells and macrophages with high expression of macrophages polarization to the anti-inflammatory reparative M2 phenotype. Leveraging the host native immune system allows for the potential use of immunomodulatory therapies for treatment of chronic inflammatory diseases not limited to ischemic CHF.

Metastases and treatment-resistant lineages in patient-derived cancer cells of colorectal cancer

November 2023

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19 Reads

Circulating tumor cells (CTCs) play an important role in metastasis and recurrence. However, which cells comprise the complex tumor lineages in recurrence and are key in metastasis are unknown in colorectal cancer (CRC). CRC with high expression of POU5F1 has a poor prognosis with a high incidence of liver metastatic recurrence. We aim to reveal the key cells promoting metastasis and identify treatment-resistant lineages with established EGFP-expressing organoids in two-dimensional culture (2DOs) under the POU5F1 promotor. POU5F1-expressing cells are highly present in relapsed clinical patients’ blood as CTCs. Sorted POU5F1-expressing cells from 2DOs have cancer stem cell abilities and abundantly form liver metastases in vivo. Single-cell RNA sequencing of 2DOs identifies heterogeneous populations derived from POU5F1-expressing cells and the Wnt signaling pathway is enriched in POU5F1-expressing cells. Characteristic high expression of CTLA4 is observed in POU5F1-expressing cells and immunocytochemistry confirms the co-expression of POU5F1 and CTLA4. Demethylation in some CpG islands at the transcriptional start sites of POU5F1 and CTLA4 is observed. The Wnt/β-catenin pathway inhibitor, XAV939, prevents the adhesion and survival of POU5F1-expressing cells in vitro. Early administration of XAV939 also completely inhibits liver metastasis induced by POU5F1-positive cells.

The four main conformation ensembles obtained using free restraints MD simulations for DENV2 NS2B/NS3proS135A
(a) The sequences of the NS3proS135A and NS2B domains are displayed with corresponding numbering and schematic colours used in the structural models presented in (b)–(e). The catalytic triad comprising His51, Asp75 and the mutated S135A residues are indicated in dark blue. b–e Ribbon representations of the domain structures of four ensembles comprising 10 obtained molecular models of the DENV-2 NS2B/NS3proS135A heterodimer are presented, including: (b)–(e) ensembles I, II, III and IV, respectively. The globular NS3proS135A domain, comprising residues 1–170, is coloured in blue. N-terminal his tag is coloured in coral. The disordered NS3proS135A C-termini tail is coloured in light blue. The starting structures used for free MD simulations presented in (b)–(e) were obtained as described in the Material and Method section, and are displayed in indigo and dark green for the NS3proS135A and NS2B domains, respectively. The surfaces corresponding to the Van der Waals radius of each heteroatom in the co-factor NS2B are displayed transparent white-grey.
DENV-2 NS2B/NS3proS135A amide backbone, ¹⁵N(H), dynamic parameters of the NS3proS135A and co factor NS2B obtained on 600 MHz spectrometers
The relaxation parameters for the NS3proS135A (a–c) and NS2B (d–f) are presented according to the following: Longitudinal relaxation rate R1(s⁻¹) for NS3proS135A and NS2B are presented in (a) and (d), respectively. The transverse relaxation time R2(s⁻¹) for NS3proS135A (and NS2B are presented in (b) and (e). Heteronuclear ¹H−¹⁵N NOE values for NS3proS135A and NS2B are shown in (c) and (f). The experimentally obtained R1(s⁻¹), R2(s⁻¹) and NOE values are presented by grey solid brackets. The theoretically predicted dynamic parameters R1, R2 and NOE, obtained through five trajectories, are displayed by solid lines and coloured in green, light blue, red, dark blue and dashed black for ensembles I, II, III, IV and V, respectively. NS2B regions corresponding to residues 72-95 are extended in boxes shown with red point lines within (d–f). The theoretical profiles of relaxation rates simulated as a function of overall correlation tumbling τc, internal motion τe and amplitude S² are presented in the right panels of NS2B. The error bars of the experimental data are one σ from the curve fitting and for the predicted parameters from the bootstrapping analysis.
DENV-2 NS2B/NS3proS135A methyl dynamic parameters of the R1 and Г2 obtained on 800 MHz spectrometers
Experimental values of R1(s⁻¹) (c–f) and Г2(s⁻¹) (g–j) for different methyl clusters in the NS2B/NS3proS135A are presented in blue (c, g), red (d, h), yellow (e, i) and green (f, j) solid brackets according to colours on panels (a, b). The theoretically predicted dynamical parameters, R1 and Г2, obtained through five trajectories, adopted different conformations ensembles shown by solid lines: green (I), light blue (II), red (III), bark blue (IV) and green dashed line (V). (a), (b) Annotation of the clusters of methyl groups in the DENV-2 mutant S135A. A model of (a) ‘open’ and (b) ‘closed’ forms of the DENV-2 S135A mutant. Four large hydrophobic clusters of methyl Ile, Val, Leu are coloured in blue, red, yellow and green for clusters Cl(1), Cl(2), Cl(3) and Cl(4), respectively. The Methyl of Ile, Val and Leu residues that are located outside of the hydrophobic cores of DENV-2 S135A mutant are coloured in light grey. The error bars of the experimental data are one σ from the curve fitting and for the predicted parameters from the bootstrapping analysis.
Examples of auto- and cross-correlation functions down-sampling and approximation
Panel (a) displays the auto-correlation function, acf(tk), of 75 S NS2B NH vectors for trajectory I. Panel (b) presents the cross-correlation CHCH’ function, ccf(tk), for 73ICD1 methyl group vectors for NS2B trajectory I. The abscissa axes represent the correlation function values, whereas the two ordinates axes represent the point number k after down-sampling and the time t as a function of k. The blue curves present data obtained from the calculated MD trajectories. The average of the results of four exponential approximations are represented by the yellow curves. The bootstrapping statistical analysis (subset of 32 curves, each using one-half fraction of MD trajectory) are shown in grey.
Combined NMR and molecular dynamics conformational filter identifies unambiguously dynamic ensembles of Dengue protease NS2B/NS3pro

November 2023

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39 Reads

The dengue protease NS2B/NS3pro has been reported to adopt either an ‘open’ or a ‘closed’ conformation. We have developed a conformational filter that combines NMR with MD simulations to identify conformational ensembles that dominate in solution. Experimental values derived from relaxation parameters for the backbone and methyl side chains were compared with the corresponding back-calculated relaxation parameters of different conformational ensembles obtained from free MD simulations. Our results demonstrate a high prevalence for the ‘closed’ conformational ensemble while the ‘open’ conformation is absent, indicating that the latter conformation is most probably due to crystal contacts. Conversely, conformational ensembles in which the positioning of the co-factor NS2B results in a ‘partially’ open conformation, previously described in both MD simulations and X-ray studies, were identified by our conformational filter. Altogether, we believe that our approach allows for unambiguous identification of true conformational ensembles, an essential step for reliable drug discovery.

The Rauvolfia tetraphylla genome suggests multiple distinct biosynthetic routes for yohimbane monoterpene indole alkaloids

November 2023

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86 Reads

Monoterpene indole alkaloids (MIAs) are a structurally diverse family of specialized metabolites mainly produced in Gentianales to cope with environmental challenges. Due to their pharmacological properties, the biosynthetic modalities of several MIA types have been elucidated but not that of the yohimbanes. Here, we combine metabolomics, proteomics, transcriptomics and genome sequencing of Rauvolfia tetraphylla with machine learning to discover the unexpected multiple actors of this natural product synthesis. We identify a medium chain dehydrogenase/reductase (MDR) that produces a mixture of four diastereomers of yohimbanes including the well-known yohimbine and rauwolscine. In addition to this multifunctional yohimbane synthase (YOS), an MDR synthesizing mainly heteroyohimbanes and the short chain dehydrogenase vitrosamine synthase also display a yohimbane synthase side activity. Lastly, we establish that the combination of geissoschizine synthase with at least three other MDRs also produces a yohimbane mixture thus shedding light on the complex mechanisms evolved for the synthesis of these plant bioactives.

Integrating genomic and multiomic data for Angelica sinensis provides insights into the evolution and biosynthesis of pharmaceutically bioactive compounds

November 2023

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43 Reads

Angelica sinensis roots (Angelica roots) are rich in many bioactive compounds, including phthalides, coumarins, lignans, and terpenoids. However, the molecular bases for their biosynthesis are still poorly understood. Here, an improved chromosome-scale genome for A. sinensis var. Qinggui1 is reported, with a size of 2.16 Gb, contig N50 of 4.96 Mb and scaffold N50 of 198.27 Mb, covering 99.8% of the estimated genome. Additionally, by integrating genome sequencing, metabolomic profiling, and transcriptome analysis of normally growing and early-flowering Angelica roots that exhibit dramatically different metabolite profiles, the pathways and critical metabolic genes for the biosynthesis of these major bioactive components in Angelica roots have been deciphered. Multiomic analyses have also revealed the evolution and regulation of key metabolic genes for the biosynthesis of pharmaceutically bioactive components; in particular, TPSs for terpenoid volatiles, ACCs for malonyl CoA, PKSs for phthalide, and PTs for coumarin biosynthesis were expanded in the A. sinensis genome. These findings provide new insights into the biosynthesis of pharmaceutically important compounds in Angelica roots for exploration of synthetic biology and genetic improvement of herbal quality.

High-throughput feedback-enabled optogenetic stimulation and spectroscopy in microwell plates

November 2023

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14 Reads

The ability to perform sophisticated, high-throughput optogenetic experiments has been greatly enhanced by recent open-source illumination devices that allow independent programming of light patterns in single wells of microwell plates. However, there is currently a lack of instrumentation to monitor such experiments in real time, necessitating repeated transfers of the samples to stand-alone analytical instruments, thus limiting the types of experiments that could be performed. Here we address this gap with the development of the optoPlateReader (oPR), an open-source, solid-state, compact device that allows automated optogenetic stimulation and spectroscopy in each well of a 96-well plate. The oPR integrates an optoPlate illumination module with a module called the optoReader, an array of 96 photodiodes and LEDs that allows 96 parallel light measurements. The oPR was optimized for stimulation with blue light and for measurements of optical density and fluorescence. After calibration of all device components, we used the oPR to measure growth and to induce and measure fluorescent protein expression in E. coli. We further demonstrated how the optical read/write capabilities of the oPR permit computer-in-the-loop feedback control, where the current state of the sample can be used to adjust the optical stimulation parameters of the sample according to pre-defined feedback algorithms. The oPR will thus help realize an untapped potential for optogenetic experiments by enabling automated reading, writing, and feedback in microwell plates through open-source hardware that is accessible, customizable, and inexpensive.

Relationship between sensitivity and positive predictive value for all method-trait combinations
Scatterplot of the relationship between sensitivity (SN; proportion of loci that are significant exclusively in the second wave GWAS [GWAS2] that are also nominated by a given method when applied to GWAS1) and positive predictive value (PPV; proportion of all nominated loci by a given method when applied to GWAS1 that are also significant exclusively in GWAS2) for all method-trait combinations whose results contained at least one gene or locus that was nominated as trait-associated by each method, respectively, after excluding loci identified in GWAS1. SN and PPV were calculated using the +/−500 kb locus-based evaluation and requiring a minimum overlap of 250 kb between nominated loci and GWAS2 significant loci. Horizontal and vertical lines denote PPV and SN of 50%, respectively.
Identifying variants nominated by MTAG and LSMM methods in wave 1 schizophrenia GWAS results and their results in the wave 2 GWAS results
Manhattan plots of schizophrenia GWAS waves 1 (SCZ1; a, c) and 2(SCZ2; b, d) with the variants nominated by MTAG (a, b) using bipolar disorder GWAS wave 1 (BPD1) as the pleiotropic trait and the LSMM method using a global FDR (LSMM) (c, d) highlighted in green. P-values were derived from the publicly available downloads of SCZ1 and SCZ2 provided by the Psychiatric Genomics Consortium, respectively. These plots include the full downloadable GWAS summary statistics for both SCZ GWAS waves, without excluding significant GWAS1 regions.
Identifying variants nominated by EUGENE and SMR methods in wave 1 schizophrenia GWAS results and their results in the wave 2 GWAS results
Manhattan plots of schizophrenia GWAS waves 1 (SCZ1; a, c) and 2 (SCZ2; b, d) with the variants nominated by the EUGENE (a, b) and SMR (c, d) methods using Brain eMETA cohort annotations (SMR2) highlighted in green. P-values were derived from applying MAGMA to SCZ1 and SCZ2, respectively. These plots include the full downloadable GWAS summary statistics for both SCZ GWAS waves, without excluding significant GWAS1 regions.
Relationship between sensitivity and positive predictive value for method-psychiatric trait combinations
Scatterplot of the relationship between sensitivity (SN) and positive predictive value (PPV) for method-psychiatric trait combinations that return nominated variants. SN and PPV were calculated using +/−500 kb overlap criteria and compared to GWAS3 as the gold standard. Horizontal and vertical lines denote SN and PPV of 50%, respectively.
Evaluating 17 methods incorporating biological function with GWAS summary statistics to accelerate discovery demonstrates a tradeoff between high sensitivity and high positive predictive value

November 2023

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42 Reads

Where sufficiently large genome-wide association study (GWAS) samples are not currently available or feasible, methods that leverage increasing knowledge of the biological function of variants may illuminate discoveries without increasing sample size. We comprehensively evaluated 17 functional weighting methods for identifying novel associations. We assessed the performance of these methods using published results from multiple GWAS waves across each of five complex traits. Although no method achieved both high sensitivity and positive predictive value (PPV) for any trait, a subset of methods utilizing pleiotropy and expression quantitative trait loci nominated variants with high PPV (>75%) for multiple traits. Application of functionally weighting methods to enhance GWAS power for locus discovery is unlikely to circumvent the need for larger sample sizes in truly underpowered GWAS, but these results suggest that applying functional weighting to GWAS can accurately nominate additional novel loci from available samples for follow-up studies.