Biology subjects

Mao, Y.

Publications and source records attributed to Mao, Y..

At least 91 records · Page 5Linked to original sources

bioRxiv2024

Histone demethylase enzymes KDM5A and KDM5B modulate immune response by suppressing transcription of endogenous retroviral elements

Epigenetic factors, including lysine-specific demethylases such as the KDM5 paralogs KDM5A and KDM5B have been implicated in cancer and the regulation of immune responses. Here, we performed a comprehensive multiomic study in cells lacking KDM5A or KDM5B to map changes in transcriptional regulation and chromatin organization. RNA-seq analysis revealed a significant decrease in the expression of Kruppel-associated box containing zinc finger (KRAB-ZNF) genes in KDM5A or KDM5B knockout cell lines, which was accompanied by changes ATAC-seq and H3K4me3 ChIP-seq. Pharmacological inhibition of KDM5A and KDM5B catalytic activity with a pan-KDM5 inhibitor, CPI-455, did not significantly change KRAB-ZNF expression, raising the possibility that regulation of KRAB-ZNF expression does not require KDM5A and KDM5B demethylase activity. KRAB-ZNF are recognized suppressors of the transcription of endogenous retroviruses (ERVs) and HAP1 cells with KDM5A or KDM5B gene inactivation showed elevated ERV expression, increased dsRNA levels and elevated levels of immune response genes. Acute degradation of KDM5A using a dTAG system in HAP1 cells led to increased ERV expression, demonstrating that de-repression of ERV genes occurs rapidly after loss of KDM5A. Co-immunoprecipitation of KDM5A revealed an interaction with the Nucleosome Remodeling and Deacetylase (NuRD) complex suggesting that KDM5A and NuRD may act together to regulate the expression of ERVs through KRAB-ZNFs. These findings reveal roles of KDM5A and KDM5B in modulating ERV expression and underscore the therapeutic potential of using degraders of KDM5A and KDM5B to modulate tumor immune responses. Author SummaryThe histone demethylases KDM5A and KDM5B are transcriptional repressors that play an important role in cancer and immune response, making them attractive drug targets. Unfortunately, small molecule inhibitors, including CPI-455, that block KDM5A and KDM5B enzymatic activity, have shown only limited effectiveness at suppressing cancer cell viability as single agents in vitro. In this study we undertook a multi-omics approach to map transcriptional and chromatin changes in KDM5A and KDM5B deficient cells compared to those treated with CPI-455. The datasets revealed that KDM5A and KDM5B modulate the expression of KRAB-ZNF genes and that loss of either gene was associated with increased expression of ERV genes and upregulation of immune response markers. Surprisingly, pharmacological inhibition of these enzymes did not phenocopy genetic ablation. In contrast, acute degradation of KDM5A using a dTAG system caused an increase in ERV expression, providing evidence that this immune modulation is independent of demethylase activity. Together with the limited success of small molecule inhibitors, our data provide strong rationale for the development of KDM5A and KDM5B degraders to modulate tumor immune responses.

genomics↗

bioRxiv2024

Local weakening of cell-ECM adhesion triggers basal tissue folding via changes in cell shape, actomyosin organization and E-cad levels

During development, epithelial sheets sculpt organs by folding, either apically or basally, into complex 3D structures. Given the presence of actomyosin networks and cell adhesion sites on both sides of cells, a common machinery mediating apical and basal epithelial tissue folding has been proposed. However, little is known about the mechanisms regulating epithelial folding towards the basal side. Here, using the Drosophila wing imaginal disc and a multidisciplinary approach, combining genetic perturbations and computational modelling, we demonstrate opposing roles for cell-cell and cell-ECM adhesion systems during epithelial folding. Thus, while cadherin-mediated adhesion, linked to actomyosin network, regulates apical folding, a reduction on integrin-dependent adhesion, followed by changes in cell shape, organization of the basal actomyosin cytoskeleton and E-Cad levels, is necessary and sufficient to trigger basal folding. These results suggest that modulation of the cell mechanical landscape through the crosstalk between integrins and cadherins is essential for correct epithelial folding.

developmental biology↗

bioRxiv2024

Centromeric transposable elements and epigenetic status drive karyotypic variation in the eastern hoolock gibbon

Great apes have maintained a stable karyotype with few large-scale rearrangements; in contrast, gibbons have undergone a high rate of chromosomal rearrangements coincident with rapid centromere turnover. Here we characterize assembled centromeres in the Eastern hoolock gibbon, Hoolock leuconedys (HLE), finding a diverse group of transposable elements (TEs) that differ from the canonical alpha satellites found across centromeres of other apes. We find that HLE centromeres contain a CpG methylation centromere dip region, providing evidence this epigenetic feature is conserved in the absence of satellite arrays; nevertheless, we report a variety of atypical centromeric features, including protein-coding genes and mismatched replication timing. Further, large structural variations define HLE centromeres and distinguish them from other gibbons. Combined with differentially methylated TEs, topologically associated domain boundaries, and segmental duplications at chromosomal breakpoints, we propose that a "perfect storm" of multiple genomic attributes with propensities for chromosome instability shaped gibbon centromere evolution.

genomics↗

bioRxiv2024

A Refined Analysis of Neanderthal-Introgressed Sequences in Modern Humans with a Complete Reference Genome

BackgroundLeveraging long-read sequencing technologies, the first complete human reference genome, T2T-CHM13, corrects the assembly errors in prior references and addresses the remaining 8% of the genome. While the studies on archaic admixture in modern humans so far have been relying on the GRCh37 reference due to the archaic genome data, the impact of T2T-CHM13 in this field remains unknown. ResultsWe remapped the sequencing reads of the high-quality Altai Neanderthal and Denisovan genomes onto GRCh38 and T2T-CHM13 respectively. Compared with GRCh37, we found T2T-CHM13 has a significant improvement of read mapping quality in archaic samples. We then applied IBDmix to identify Neanderthal introgressed sequences in 2,504 individuals from 26 geographically diverse populations in different references. We observed different pre-phasing filtering strategies prevalently used in public data can largely impact determination of archaic ancestry, calling for consideration on the choice of filters. We discovered ~51Mb T2T-CHM13 unique Neanderthal sequences, which are predominantly located in regions where the variants distinct between the GRCh38 and T2T-CHM13 assemblies emerge. Besides, we unfolded new instances of population-specific archaic introgression in diverse populations, covering genes involved in metabolism, olfactory-related, and icon-channel. Finally, we integrated the introgressed sequences and adaptive signals with all references into a visualization database website, called ASH (www.arcseqhub.com), to facilitate the utilization of archaic alleles and adaptive signals in human genomics and evolutionary research. ConclusionsOur study refines the detection of archaic variations in modern humans, highlights the importance of T2T-CHM13 reference utility, and provides novel insights into functional consequences of archaic hominin admixture.

evolutionary biology↗

bioRxiv2024

Enhanced detection for antibiotic resistance genes in wastewater samples using CRISPR-enriched metagenomic method

The spread of antibiotic resistance genes (ARGs) in the environment is a global public health concern. To date, over 5,000 genes have been identified to express resistance to antibiotics. ARGs are usually low in abundance for wastewater samples, making them difficult to detect. Metagenomic sequencing and quantitative polymerase chain reaction (qPCR), two conventional ARG detection methods, have low sensitivity and low throughput limitations, respectively. We developed a CRISPR-Cas9-modified next-generation sequencing (NGS) method to enrich the targeted ARGs during library preparation. The false negative and false positive of this method were determined based on a mixture of bacterial isolates with known whole-genome sequences. Low values of both false negative (2/1,208) and false positive (1/1,208) proved the methods reliability. We compared the results obtained by this CRISPR-NGS and the conventional NGS method for six untreated wastewater samples. As compared to the ARGs detected in the same samples using the regular NGS method, the CRISPR-NGS method found up to 1,189 more ARGs and up to 61 more ARG families in low abundances, including the clinically important KPC beta-lactamase genes in the six wastewater samples collected from different sources. Compared to the regular NGS method, the CRISPR-NGS method lowered the detection limit of ARGs from the magnitude of 10-4 to 10-5 as quantified by qPCR relative abundance. The CRISPR-NGS method is promising for ARG detection in wastewater. A similar workflow can also be applied to detect other targets that are in low abundance but of high diversity.

microbiology↗

bioRxiv2024

Stable centromere association of the yeast histone variant Cse4 requires its essential N-terminal domain

Chromosome segregation relies on kinetochores that assemble on specialized centromeric chromatin containing a histone H3 variant. In budding yeast, a single centromeric nucleosome containing Cse4 assembles at a sequence-defined 125 bp centromere. Yeast centromeric sequences are poor templates for nucleosome formation in vitro, suggesting the existence of mechanisms that specifically stabilize Cse4 nucleosomes in vivo. The extended Cse4 N-terminal tail binds to the chaperone Scm3, and a short essential region called END within the N-terminal tail binds the inner kinetochore complex OA. To address the roles of these interactions, we utilized single molecule fluorescence assays to monitor Cse4 during kinetochore assembly. We found that OA and Scm3 independently stabilize Cse4 at centromeres via their END interaction. Scm3 binding to the Cse4 END is enhanced by Ipl1/Aurora B phosphorylation, identifying a previously unknown role for Ipl1 in ensuring Cse4 stability. Strikingly, an Ipl1 phosphomimetic mutation in the Cse4 END enhances Scm3 binding and can restore Cse4 recruitment in mutants defective in OA binding. Together, these data suggest that a key function of the essential Cse4 N-terminus is to ensure Cse4 localization at centromeres.

cell biology↗

bioRxiv2024

Empowering Integrative and Collaborative Exploration of Single-Cell and Spatial Multimodal Data with SGS

Recent advancements in single-cell and spatial omics technologies have revolutionized our ability to capture multiple modalities data at a genome-wide scale within individual cells. However, visualizing these large-scale, high-dimensional, and complex datasets poses significant challenges. Here, we present SGS, a user-friendly, collaborative and versatile browser for visualizing single-cell and spatial multiomics data. SGS incorporates a novel genome browser framework, flexible visualization modules and a multi-panel adaptive communication mechanism to enable the synchronous visualization of diverse datasets. Notably, SGS empowers users with advanced capabilities for comparative visualization, through features like scCompare, scMultiView, and dual-chromosome module. Additionally, by adopting the "workstation concept", SGS enables data fast visualization and collaborative exploration. We showcase the potential of SGS in the comparative visualization and coordinated exploration of mutlimodal data with two examples. SGS is publicly available at https://sgs.bioinfotoolkits.net/home.

bioinformatics↗

bioRxiv2024

SMYD5 is a ribosomal methyltransferase that catalyzes RPL40 lysine methylation to enhance translation output and promote hepatocellular carcinoma

While lysine methylation is well-known for regulating gene expression transcriptionally, its implications in translation have been largely uncharted. Trimethylation at lysine 22 (K22me3) on RPL40, a core ribosomal protein located in the GTPase activation center (GAC), was first reported 27 years ago. Yet, its methyltransferase and role in translation remain unexplored. Here, we report that SMYD5 has robust in vitro activity toward RPL40 K22 and primarily catalyzes RPL40 K22me3 in cells. The loss of SMYD5 and RPL40 K22me3 leads to reduced translation output and disturbed elongation as evidenced by increased ribosome collisions. SMYD5 and RPL40 K22me3 are upregulated in hepatocellular carcinoma (HCC) and negatively correlated with patient prognosis. Depleting SMYD5 renders HCC cells hypersensitivity to mTOR inhibition in both 2D and 3D cultures. Additionally, the loss of SMYD5 markedly inhibits HCC development and growth in both genetically engineered mouse (GEM) and patient-derived xenograft (PDX) models, with the inhibitory effect in the PDX model further enhanced by concurrent mTOR suppression. Our findings reveal a novel role of the SMYD5 and RPL40 K22me3 axis in translation elongation and highlight the therapeutic potential of targeting SMYD5 in HCC, particularly with concurrent mTOR inhibition. This work also broadens the understanding of lysine methylation, extending its significance from transcriptional regulation to translational control.

cancer biology↗

bioRxiv2024

Resolving the chromatin impact of mosaic variants with targeted Fiber-seq

Accurately quantifying the functional consequences of non-coding mosaic variants requires the pairing of DNA sequence with both accessible and closed chromatin architectures along individual DNA molecules--a pairing that cannot be achieved using traditional fragmentation-based chromatin assays. We demonstrate that targeted single-molecule chromatin fiber sequencing (Fiber-seq) achieves this, permitting single-molecule, long-read genomic and epigenomic profiling across targeted >100 kilobase loci with [~]10-fold enrichment over untargeted sequencing. Targeted Fiber-seq reveals that pathogenic expansions of the DMPK CTG repeat that underlie Myotonic Dystrophy 1 are characterized by somatic instability and disruption of multiple nearby regulatory elements, both of which are repeat length-dependent. Furthermore, we reveal that therapeutic adenine base editing of the segmentally duplicated {gamma}-globin (HBG1/HBG2) promoters in primary human hematopoietic cells induced towards an erythroblast lineage increases the accessibility of the HBG1 promoter as well as neighboring regulatory elements. Overall, we find that these non-protein coding mosaic variants can have complex impacts on chromatin architectures, including extending beyond the regulatory element harboring the variant.

genomics↗

bioRxiv2024

Inhibition of serine racemase prevents diabetic retinopathy

Retinal diabetic neuropathy (RDN) precedes retinal microvascular pathology in diabetic retinopathy (DR), but the therapy by antagonizing RDN to stall DR is rare. Emerging evidence including ours suggest that serine racemase (SRR) drives DR at least by promoting RDN. Thus, we explore the therapy by antagonizing SRR to stall and treat DR. We herein indicate that inhibition of SRR by oral gavage of l-aspartic acid {beta}-hydroxymate (L-ABH), a competitive inhibitor of SRR, mitigated photoreceptor dysfunction, loss of retinal ganglion cells (RGC) and retinal endothelial cell and pericyte in db/db mice, a type II diabetes model. To dissect the mechanism, intravitreal injection of L-ABH mitigates glutamate-induced neurotoxicity in the retina. In the whole body, gastrointestinal-based delivery of L-ABH maintained euglycemia and improved glucose tolerance either in db/db mice or in diet-induced obesity mice. In conclusion, inhibition of SRR prevented retinal neurovascular abnormalities in diabetic animals through executing neuroprotection in the retina and maintaining glucose homeostasis in the system. Our study reveals a novel strategy to prevent DR.

biochemistry↗

bioRxiv2024

A haplotype-resolved view of human gene regulation

Diploid human cells contain two non-identical genomes, and differences in their regulation underlie human development and disease. We present Fiber-seq Inferred Regulatory Elements (FIRE) and show that FIRE provides a more comprehensive and quantitative snapshot of the accessible chromatin landscape across the 6 Gbp diploid human genome, overcoming previously unrecognized biases in existing regulatory element catalogs. FIRE enables comprehensive detection of haplotype-selective chromatin accessibility (HSCA), exposing novel imprinted elements lacking underlying parent-of-origin CpG methylation differences, and gene regulatory modules that permit genes to escape X chromosome inactivation. We uncover that the human leukocyte antigen (HLA) locus harbors the most HSCA in immune cells, where we resolve specific transcription factor (TF) binding events disrupted by disease-associated variants. Finally, we demonstrate that the regulatory landscape of a cell is littered with autosomal somatic chromatin epimutations that are propagated by clonal expansions to create mitotically stable and non-genetically deterministic chromatin alterations.

genomics↗

bioRxiv2024

Microglia replacement effectively attenuates the disease progress of ALSP in the mouse model and human patient

Microglia play critical roles in the brain physiology and pathology. CSF1R is primarily expressed in microglia. The mono-allelic CSF1R mutation causes adult-onset leukoencephalopathy with axonal spheroids and pigmented glia (ALSP), a lethal neurological disease and no rational cure in clinical trials. There are no animal models mimicking human ALSP. In this study, we first developed mouse models based on human ALSP hotspot mutations. We then utilized microglia replacement by bone marrow transplantation (Mr BMT) to replace the Csf1r-deficient microglia in ALSP mice by Csf1r-normal donor cells. With pathogenic gene correction, Mr BMT efficiently attenuated the pathologies. Previously, an ALSP patient received traditional bone marrow transplantation (tBMT) due to a misdiagnosis of metachromatic leukodystrophy. The disease progress was halted for 15 years with unknown reasons. We demonstrated that tBMT in ALSP is equivalent to or close to Mr BMT, achieving efficient microglia replacement and therefore attenuating the ALSP progress in the mouse model. Next, we applied tBMT to replace CSF1R-deficient microglia in human patients. Our clinical results show that after microglia replacement, the ALSP course is effectively halted. Together, microglia replacement corrects the pathogenic gene and thus halts the disease progress in the mouse model and human patients. This study strongly demonstrates clinical potentials of microglia replacement in neurological disease treatments.

neuroscience↗

bioRxiv2024

HIF1α controls adipose tissue growth through metabolic rechanneling

Excessive expansion of white adipose tissue occurs when energy intake exceeds demand. It creates a state of relative hypoxia that is directly linked to activation of the hypoxia-inducible factor (HIF) in obese human subjects and mouse models of obesity. Whether HIF1 function is important for the development of basal adiposity and diet-induced obesity remains unclear. In the present study, we genetically ablated Hif1 in adipocytes and analyzed the corresponding mice for both basal and diet-induced obesity-associated visceral white adipose tissue mass as well as parameters of systemic glucose homeostasis and peripheral insulin sensitivity. We found that inactivation of Hif1 in mouse adipocytes inhibited basal adiposity and suppressed nutrient-overload-induced adipose tissue growth. These changes in adiposity were associated with improved systemic glucose homeostasis and peripheral insulin sensitivity. Mechanistically, Hif1 mediated effects on adipocyte metabolism by re-routing glycolytic intermediates into the glycerolipid shunt, leading to increased de novo triacylglyceride synthesis in hypertrophic adipocytes. Our results have established key roles for HIif1 in controlling adipocyte growth and metabolism and adipose tissue expansion under basal conditions and in response to a high-fat diet, highlighting the central role of hypoxia and HIF1 in the development of obesity. Article HighlightsO_LIHif1 function is critical for basal adipose tissue mass expansion, and is also required for fat accumulation in response to high fat diet. C_LIO_LICo-option and co-activation of the glycerolipid biosynthetic pathway by glycolysis is an important modulator of visceral adiposity. C_LIO_LIThese findings reveal an important role of Hif1 in the adipose tissue through the coupling of glycolysis and lipid anabolism in response to HFD, which may provide a potential therapeutic target for type 2 diabetes in the future. C_LI

cell biology↗

bioRxiv2024

Roles and mechanisms of leptomeningeal collaterals in human distal MCA territory ischemia

BackgroundLeptomeningeal collaterals (LMCs) provided hemodynamic support and reperfusion during acute ischemic stroke (AIS). Although regulation details have been deeply acquired from animal models, human cortex may share limited hemodynamic patterns due to larger physical scale that needs further investigation. MethodsWe performed sequential hierarchical blocking during awake craniotomy on fourteen human subjects to mimic AIS in middle cerebral artery (MCA) M4 segment territory. Widefield microscope was applied to reveal microcirculation of LMCs. Relative flow rate (RFR) was measured to evaluate the impact of LMCs hierarchy on microcirculation maintenance. Single-cell sequencing and spatial transcriptomics were further performed to analyze the mechanism of different LMCs recruitment abilities. ResultsLMCs RFR decreased to 30.75% immediately (95% CI, 6.64 - 54.86%, P < 0.001), and about 80.25% RFR was finally recovered within 5 minutes (95% CI, 55.2 - 105.3%, P = 0.0034) during M4 occlusion. For M5 and pial branches occlusion, RFR decreased to 55.78% with no further recovery (95% CI, 22.50-89.05%, P = 0.014), and 4 in 11 subjects had no valid microcirculation. For subjects with better recruitment ability, the proportion of arteriole is much higher in leptomeninx (76 - 79% vs. 36 - 56%). There were more significant interaction pairs associated with key signaling pathways between arteriole and neuron/astrocyte (TGF-beta signaling pathway, ECM-receptor interaction) ConclusionsAbundant LMCs supported hemodynamic stability during AIS in human subjects. The proportion of arteriole is much higher in leptomeninx for subjects with better recruitment ability. The Active neuron/astrocyte - arteriole interaction may improve LMCs recruitment. GRAPH ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=78 SRC="FIGDIR/small/594043v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@eb7fb8org.highwire.dtl.DTLVardef@10e10aforg.highwire.dtl.DTLVardef@6954c7org.highwire.dtl.DTLVardef@13ceb98_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗

bioRxiv2024

Protein S-glutathionylation confers cell resistance to ferroptosis

Ferroptosis is a type of cell death that is strongly associated with the cellular redox state. Glutathione is the key to buffering lipid peroxidation in ferroptosis and can also modify proteins by S-glutathionylation under oxidative stress. Here, we showed that the strong associations among glutathione pools, protein S-glutathionylation, and susceptibility to ferroptosis existed broadly in ferroptosis induced by erastin or acetaminophen. Deficiency of CHAC1, a glutathione-degrading enzyme, led to decreased glutathione pools and reduced protein S-glutathionylation, improved liver function and attenuated hepatocyte ferroptosis upon acetaminophen challenge, which could be retarded by CHAC1 overexpression. We conducted quantitative redox proteomics in primary mouse hepatocytes to identify glutathione pool-sensitive S-glutathionylated proteins and found that S-glutathionylation is required to maintain the function of ADP-ribosylation factor 6 (ARF6). Our data suggest that aberrant ARF6 S-glutathionylation increases the labile iron pool by delaying the recycling of transferrin receptors, thereby promoting ferroptosis. Our study reveals the importance of protein S-glutathionylation in conferring cell resistance to ferroptosis. O_FIG O_LINKSMALLFIG WIDTH=186 HEIGHT=200 SRC="FIGDIR/small/592374v1_ufig1.gif" ALT="Figure 1"> View larger version (42K): org.highwire.dtl.DTLVardef@82dbaeorg.highwire.dtl.DTLVardef@1247cc5org.highwire.dtl.DTLVardef@7b7147org.highwire.dtl.DTLVardef@49ff07_HPS_FORMAT_FIGEXP M_FIG C_FIG HIGHLIGHTSO_LIHighly upregulated CHAC1 decreases glutathione pools and protein S-glutathionylation. C_LIO_LIReduced protein S-glutathionylation associated with decreased glutathione pools promotes ferroptosis. C_LIO_LIS-glutathionylation of ARF6 at Cys90 promotes ARF6 activation. C_LIO_LIReduced S-glutathionylation of ARF6 provides a labile iron pool to drive ferroptosis. C_LI

cell biology↗

bioRxiv2024

Dimer-monomer transition defines a novel hyper-thermostable peptidoglycan hydrolase mined from bacterial proteome

Phage-derived peptidoglycan hydrolases (i.e., lysins) are considered promising alternatives to conventional antibiotics due to their direct peptidoglycan degradation activity and low risk of resistance development. The discovery of these enzymes is often hampered by the limited availability of phage genomes. Herein, we report a new strategy to mine active peptidoglycan hydrolases from bacterial proteomes by lysin-derived antimicrobial peptide-primed screening. As a proof-of-concept, five peptidoglycan hydrolases from the Acinetobacter baumannii proteome (PHAb7-PHAb11) were identified using PlyF307 lysin-derived peptide as a template. Among them, PHAb10 and PHAb11 showed potent bactericidal activity against multiple pathogens even after treatment at 100{degrees}C for 1 hour, while the other three were thermosensitive. We solved the crystal structures of PHAb8, PHAb10, and PHAb11 and unveiled that hyper-thermostable PHAb10 underwent a unique folding-refolding thermodynamic scheme mediated by a dimer-monomer transition, while thermosensitive PHAb8 formed a monomer. Two mouse models of bacterial infection further demonstrated the safety and efficacy of PHAb10. In conclusion, our antimicrobial peptide-primed strategy provides new clues for the discovery of promising antimicrobial drugs.

biochemistry↗

bioRxiv2024

UK BioCoin: Swift Trait-Specific Summary Statistics Regression for UK Biobank

Summary statistics derived from large-scale biobanks facilitate the sharing of genetic discoveries while minimizing the risk of compromising individual-level data privacy. However, these summary statistics, such as those from the UK Biobank (UKB) provided by Neales lab, are often adjusted by a fixed set of covariates to all traits (12 covariates including 10 PCs, sex and age), preventing the exploration of trait-specific summary statistics. In this study, we present a novel computational device UK BioCoin (UKC), which is designed to provide an efficient framework for trait-specific adjustment for covariates. Without requiring access to individual-level data from UKB, UKC leverages summary statistics regression technique and resources from UKB (289 GB of 199 phenotypes and 10 million SNPs), to enable the generation of GWAS summary statistics adjusted by user-specified covariates. Through a comprehensive analysis of height under trait-specific adjustments, we demonstrate that the GWAS summary statistics generated by UKC closely mirror those generated from individual-level UKB GWAS ({rho} [≥] 0.99 for effect sizes and{rho} [≥] 0.99 for p-values). Furthermore, we demonstrate the results for GWAS, SNP-heritability estimation, polygenic score, and Mendelian randomization, after various trait-specific covariate adjustments as allowed by UKC, indicating UKC a platform that harnesses in-depth exploration for researchers lacking access to UKB. The whole framework of UKC is portable for other biobank, as demonstrated in Westlake Biobank, which can equivalently be converted to a UKC-like" platform and promote data sharing. UKC has its computational engine fully optimized, and the computational efficiency of UKC is about 70 times faster than that of UKB. We package UKC as a Docker image of 20 GB (https://github.com/Ttttt47/UKBioCoin), which can be easily deployed on an average computer (e.g. laptop). One sentence summaryWe develop UK BioCoin (UKC), which allows fine-tuning of covariates for each UK Biobank trait but does not relay on UK Biobank individual-level data. It will change the current landscape of GWAS and reshape its downstream analyses.

genetics↗

bioRxiv2024

A promiscuous mechanism to phase separate eukaryotic carbon fixation in the green lineage

CO2 fixation is commonly limited by inefficiency of the CO2-fixing enzyme Rubisco. Eukaryotic algae concentrate and fix CO2 in phase-separated condensates called pyrenoids, which complete up to one-third of global CO2 fixation. Condensation of Rubisco in pyrenoids is dependent on interaction with disordered linker proteins that show little conservation between species. We developed a sequence-independent bioinformatic pipeline to identify linker proteins in green algae. We report the linker from Chlorella and demonstrate that it binds a conserved site on the Rubisco large subunit. We show the Chlorella linker phase separates Chlamydomonas Rubisco and that despite their separation by [~]800 million years of evolution, the Chlorella linker can support the formation of a functional pyrenoid in Chlamydomonas. This cross-species reactivity extends to plants, with the Chlorella linker able to drive condensation of some native plant Rubiscos in vitro and in planta. Our results represent an exciting frontier for pyrenoid engineering in plants, which is modelled to increase crop yields.

plant biology↗