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Yang, X.

Publications and source records attributed to Yang, X..

At least 271 records · Page 15Linked to original sources

Somatic mutations in ALS genes in the motor cortex of sporadic ALS patients

Amyotrophic lateral sclerosis (ALS) is characterized by the progressive degeneration of cortical and spinal motor neurons. Mendelian germline mutations often cause familial ALS (fALS) but only approximately ten percent of sporadic ALS cases (sALS). We leveraged DNA and single cell RNA-sequencing data from autopsy tissue to explore the presence of somatic mosaic variants in sALS cases. Deep targeted panel sequencing of known ALS disease genes in motor cortex tissue revealed an enrichment of low allele frequency variants in sALS, but not in fALS with an identified monogenic cause. In silico analysis predicted increased pathogenicity of mosaic mutations in various known ALS mutational hot spots. In particular, we identified the somatic FUS variant p.E516X, located in an established hot spot for germline ALS mutations, which leads to nucleo-cytoplasmic mislocalization and aggregation typical for ALS FUS pathology. Additionally, we performed somatic variant calling on single cell RNA-sequencing data from sALS tissue and revealed a specific accumulation of somatic variants in excitatory neurons, reinforcing a neuron-autonomous disease initiation. Collectively, this study indicates that somatic mutations within the motor cortex, especially in excitatory neurons, may contribute to sALS development.

genetics↗

Deciphering complex interactions between LTR retrotransposons and three Papaver species using LTR_Stream

Long terminal repeat retrotransposons (LTR-RTs), a major type of class I transposable elements (TEs), are the most abundant repeat element in plants. The study of the interactions between LTR-RTs and the host genome relies on high-resolution characterization of LTR-RTs. However, for non-model species, this remains a challenge. To address this, we developed LTR_Stream for sub-lineage clustering of LTR-RTs in specific or closely related species, providing higher precision than current database-based lineage-level clustering. Using LTR_Stream, we analyzed Retand LTR-RTs in three Papaver species. Our findings show that high-resolution clustering reveals complex interactions between LTR-RTs and the host genome. For instance, we found autonomous Retand elements could spread among the ancestors of different subgenomes, like retroviruses pandemics, enriching genetic diversity. Additionally, we identified that specific truncated fragments containing transcription factors motifs such as TCP and bZIP may contribute to generation of novel TAD-like boundaries. Notably, our pre- and post-allopolyploidization comparisons show that these effects diminished after allopolyploidization, suggesting that allopolyploidization may be one of the mechanisms by which Papaver species cope with LTR-RTs. We demonstrated the potential application of LTR_Stream and provided a reference case for studying the interactions between LTR-RTs and the host genome in non-model plant species.

bioinformatics↗

A Telomere-to-Telomere Diploid Reference Genome and Centromere Structure of the Chinese Quartet

Recent advances in sequencing technologies have enabled the complete assembly of human genomes from telomere to telomere (T2T), resolving previously inaccessible regions such as centromeres and segmental duplications. Here, we present an updated, higher-quality, haplotype-phased T2T assembly of the Chinese Quartet (T2T-CQ), a family cohort comprising monozygotic twins and their parents, generated using high-coverage ONT ultralong and PacBio HiFi sequencing. The T2T-CQ assembly serves as a crucial reference genome for integrating publicly available multi-omics data and advances the utility of the Quartet reference materials. The T2T-CQ assembly scores highly on multiple metrics of continuity and completeness, with Genome Continuity Inspector (GCI) scores of 77.76 (maternal) and 76.41 (paternal), quality values (QV) > 70, and Clipping Reveals Assembly Quality (CRAQ) scores > 99.6 for both haplotypes, enabling complete annotation of centromeric regions. Within these regions, we identified novel 13-mer higher-order repeat patterns on chromosome 17 which exhibited a monophyletic origin and emerged approximately 230 thousand years ago. Overall, this work establishes an essential genomic resource for the Han Chinese population and advances the development of a T2T pan-Chinese reference genome, which will significantly enable future investigations both into population-specific structural variants and the evolutionary dynamics of centromeres.

genomics↗

The Immune-Modulatory Function of Megakaryocytes in the Hematopoietic Niche of Myeloproliferative Neoplasms

Myeloproliferative neoplasms (MPNs) are clonal stem cell disorders characterized by dysregulated megakaryopoiesis and neoplastic hematopoietic stem cell (HSC) expansion. Using a murine model with MK-specific JAK2V617F expression, we establish an MPN aging model where mutant MKs drive HSC expansion and a progressive decline in wild-type HSC function. Compared to wild-type MKs, JAK2V617F MKs exhibit heightened inflammation and innate immune activation with aging, including increased antigen presentation, elevated pro-inflammatory cytokines, skewed T cell populations, and impaired T cell functions in the marrow niche. Enhanced MK immunomodulatory function is linked to mutant cell expansion and MPN progression in a chimeric murine model with co-existing wild-type and JAK2V617F mutant HSCs. LINE-1 (long-interspersed element-1), a retrotransposon linked to innate immune activation and aging, is upregulated in mutant MKs during aging in murine models. We validated that LINE-1-encoded protein ORF1p is expressed in marrow MKs in 12 of 13 MPN patients but absent in control samples from patients undergoing orthopedic surgery (n=5). These findings suggest that MKs reprogram the marrow immune microenvironment, impairing normal HSC function while promoting neoplastic expansion in MPNs. LINE-1 activation in mutant MKs may be a key driver of immune dysregulation in MPNs. Key PointsO_LIJAK2V617F mutant MKs reprogram the marrow immune microenvironment to promote neoplastic HSC expansion in MPNs. C_LIO_LILINE-1 activation in diseased MKs triggers chronic inflammation and immune dysfunction in MPNs. C_LI

cancer biology↗

CREPE (CREate Primers and Evaluate): a computational tool for large-scale primer design and specificity analysis

Polymerase chain reaction (PCR) is ubiquitous in biological research labs, as it is a fast, flexible, and cost-effective technique to amplify a DNA region of interest. However, manual primer design can be an error-prone and time-consuming process depending on the number and composition of target sites. While Primer3 has emerged as an accessible tool to solve some of these issues, additional computational pipelines are required for appropriate scaling. Moreover, this does not replace the manual confirmation of primer specificity (i.e., the assessment of off-targets). To overcome the challenges of large-scale primer design, we fused the functionality of Primer3 and In-Silico PCR (ISPCR); this integrated pipeline, CREPE (CREate Primers and Evaluate), performs primer design and specificity analysis through a custom evaluation script for any given number of target sites at scale. Its final output summarizes the lead forward and reverse primer pair for each target site, a measure of the likelihood of binding to off-targets, and additional information to aid decision-making. We provide this through a customized workflow for targeted amplicon sequencing (TAS) on a 150bp paired-end Illumina platform. Experimental testing showed successful amplification for more than 90% of primers deemed acceptable by CREPE.

genetics↗

Construction of Complete Telomere-to-Telomere Genome Assembly of the Rabbit Using Haploid Embryonic Stem Cells

The rabbit owns commercial importance in meat and fur production, and also has long served as a valuable animal model in biomedical research. Yet, the complete assembly of a high-quality rabbit reference genome has not been established. Here, we present a telomere-to-telomere (T2T) genome assembly of the New Zealand White (NZW) rabbit, the most complete and accurate rabbit genome to date. Using a haploid embryonic stem cells (haESCs) to overcame the challenges of homologous sequence interference and structural variation, we generate a genome with a contig N50 of 137.71 Mb, anchoring all chromosomes with only three gaps, through integrating long-read sequencing (PacBio HiFi, Oxford Nanopore), Hi-C, and Illumina data. Quality assessments reveal near-complete coverage of the BUSCO mammalian gene set, with 99.61% completeness. Notably, this complete assembly allowed for the first comprehensive annotation of the rabbit immunoglobulin loci and major histocompatibility complex region, which were previously unresolved in earlier genome versions. The NZW-T2T assembly based on haESCs not only provides a critical resource for advancing rabbit-based research, but also set a new benchmark for de novo genome assembly for other animals with complex genome.

genomics↗

Microsurgical Cervical Lymphaticovenous Anastomosis: A Novel Mouse Model for Brain Lymphatic Outflow

BackgroundCervical lymphaticovenous bypass has recently emerged as an innovative surgical approach to enhance brain lymphatic clearance for the treatment of Alzheimers disease (AD). While early clinical findings are promising, the absence of a reproducible preclinical model has hindered mechanistic investigations and translational advancements. ObjectiveThis study aimed to establish the first rat model for cervical LVA, addressing technical challenges and providing a standardized platform for preclinical research on lymphatic clearance and its role in neurodegeneration. MethodsRats underwent bilateral cervical LNVA using high-magnification supermicrosurgical techniques. Following identification of the deep cervical lymph nodes, end-to-side lymph node-to-venous anastomosis was performed. Anastomotic patency was confirmed intraoperatively by direct visualization without leakage. Indocyanine green (ICG) lymphangiography, performed via nasal administration, demonstrated fluorescence drainage into the external jugular vein. ResultsWith progressive refinement of microsurgical skills and improved anatomical familiarity, procedural stability was achieved. In the final cohort of five rats, all LVA procedures resulted in successful anastomotic patency. ConclusionThis study is the first to establish a rat model of cervical deep lymph node-venous anastomosis (LNVA), offering a novel microsurgical platform with dual value. On one hand, it serves as a technically demanding and reproducible model for advanced training in plastic and lymphatic surgery. On the other, it provides a structurally precise, gain-of-function approach for targeted intervention of the deep cervical lymph nodes--an anatomical hub increasingly implicated in brain lymphatic clearance and neurodegeneration. As such, this model may contribute meaningfully to future mechanistic studies on glymphatic function and its modulation.

animal behavior and cognition↗

Distinguish risk genes functioning at presynaptic or postsynaptic regions and key connectomes associated with pathological α-synuclein spreading

Previous studies have suggested that pathological -synuclein (-Syn) mainly transmits along the neuronal network, but several key questions remain unanswered: (1) How many and which connections in the connectome are necessary for predicting the progression of pathological -Syn? (2) How to identify risk gene that affects pathology spreading functioning at presynaptic or postsynaptic regions, and are these genes enriched in different cell types? Here, we addressed these key questions with novel mathematical models. Strikingly, the spreading of pathological -Syn is predominantly determined by the key subnetworks composed of only 2% of the strongest connections in the connectome. We further explored the genes that are responsible for the selective vulnerability of different brain regions to transmission to distinguish the genes that play roles in presynaptic from those in postsynaptic regions. Those risk genes were significantly enriched in microglial cells of presynaptic regions and neurons of postsynaptic regions. Gene regulatory network analyses were then conducted to identify key drivers of genes responsible for selective vulnerability and overlapping with Parkinsons disease risk genes. By identifying and discriminating between key gene mediators of transmission operating at presynaptic and postsynaptic regions, our study has demonstrated for the first time that these are functionally distinct processes.

neuroscience↗

Bidirectional crusher gradient method for estimating the labeling efficiency of pseudo-continuous arterial spin labeling MRI in mice

Pseudo-continuous arterial spin labeling (pCASL) MRI is a widely used imaging technique for studying brain perfusion in health and disease due to its non-invasive and non-contrast nature. Accurate quantification of absolute perfusion values from pCASL signals requires the knowledge of labeling efficiency. However, to date, a reliable technique to measure pCASL labeling efficiency has not been available. In this study, we propose a method using bidirectional crusher gradients to modulate vascular signals in the azygos pericallosal artery (azPA) of the mouse brain, applied with and without pCASL labeling. The combination of corresponding signals allows the estimation of labeling efficiency. Upon systematic testing, optimal acquisition parameters included a labeling duration [≥] 1170 ms, a repetition time of 3 seconds, and an imaging slice thickness of 0.75 mm. In order to quantitatively estimate labeling efficiency, the bolus arrival time to azPA is required and found to be 218.7 +/- 13.3 ms. Typical labeling efficiencies in mouse pCASL scans were 0.780 +/- 0.048 (mean +/- standard deviation). Furthermore, faster arterial flow induced by hypercapnia was found to increase pCASL labeling efficiency. Our method can improve the accuracy of pCASL quantification in mice, offering great potential for advancing its applications in pathophysiological studies.

neuroscience↗

Biodegradable Poly(β-amino amide)s Enable Efficient RNA Delivery and Spleen Targeting

RNA therapeutics are emerging as transformative modalities in clinical applications and have become a key area in life science research. While lipid nanoparticles (LNPs) have become the leading platform for RNA delivery in preventive and therapeutic products, they still face significant challenges in achieving efficient extrahepatic delivery and maintaining long term shelf stability. Here we report the development of a series of biodegradable poly({beta}-amino amide) (PBAA) polymers, detailing their design, synthesis, and performance as gene delivery vehicles both in vitro and in vivo. These cationic polymers, featuring interspersed trialkylamine motifs, provide a readily tunable functional handle and facilitate complexation with gene cargo. The redox-sensitive disulfide motifs introduce a redox-responsive decomposition pathway for the polymer backbone, triggering cargo release during intracellular delivery. The results herein demonstrate that these polymers offer remarkable efficiency in encapsulating and delivering translation-competent cargos, including mRNA and CRISPR-Cas based gene editing tools. Notably, a dodecyl modified PBAA transporter has achieved over 97% gene editing efficiency in vitro, and over 97% spleen-targeting selectivity in a murine model. Additionally, it produces stable nanoparticles that maintain their physicochemical properties at 4 {degrees}C for up to two weeks without addition of excipients such as PEG, offering a cost-effective solution for RNA therapeutics supply chains. As the transformative impact of RNA and other nucleic acids continues to build within the pharmaceutical industry and beyond, it is imperative that the supporting technologies evolve in stride to maximize said impact. The tunable and biodegradable PBAA polymer designs presented herein are illustrative examples of how high-level functional performance can be acheived in conjunction with the critical targeting, formulation, and operational simplicity needed of state-of-the-art transfection and delivery technologies.

biochemistry↗

Aedes aegypti aminopeptidase N3 is a functional binding receptor of Bacillus thuringiensis subsp. israelensis Cry4Ba toxin

Bacillus thuringiensis is widely employed for biological control. It can effectively suppress populations of various mosquito species, including Aedes aegypti. However, the precise mechanism underlying the action of cry toxin secreted by Bacillus thuringiensis on Ae. aegypti remains elusive. In this study, we investigated one of the binding receptors of cry toxin, aminopeptidase N. Through comprehensive bioinformatics analysis involving whole-genome screening, genetic mapping, structural characterization, phylogenetic analysis, and spatiotemporal expression profiling, we identified twenty-nine homologs of Ae. aegypti aminopeptidase N. Further, we successfully expressed GST-APN3 protein in E. coli and demonstrated through ligand blot and ELISA assays that APN3 exhibits high affinity binding to Cry4Ba toxin (Kd = 20.53 nM). To elucidate the functional role of APN3 as a receptor mediating Cry4Ba activity in Ae. aegypti midgut cells (some of which express this gene at high levels), CRISPR/Cas9 technology was employed to knock out APN3. Our bioassay results revealed that APN3 knockout mosquito larvae had 2.9 to 4.1-fold higher resistance against Cry4Ba, indicating its crucial involvement as an active receptor mediating Cry4Ba activity. Overall, this study provides a foundation for elucidating the specific larvicidal mechanisms of Bt against mosquito populations.

molecular biology↗

A Cancer-Specific Antigen Drives Histone Acetylation by Stabilizing the Acetyltransferases

Histone acetylation is a critical epigenetic modification that regulates gene expression by modulating chromatin structure and function. Histone acetyltransferases are essential for maintaining acetylation homeostasis and the disruption of this balance can lead to aberrant gene expression and cancer development. Here, we describe that the cancer-specific protein MAGE-A10 increases cellular histone acetylation by stabilizing essential histone acetyltransferases KAT2A and KAT2B. The aberrant expression of MAGE-A10 in tumors prevents the degradation of KAT2A/2B through p62-mediated autophagy. Mechanistically, MAGE-A10 antagonizes the binding of KAT2A/2B with the E3 ubiquitin ligase complex CUL4A-DDB1, thereby decreasing the formation of their K63-linked ubiquitination. Furthermore, KAT2A enhances the transcription of the MAGE-A10 gene, forming a positive feedback loop that contributes to tumorigenesis. These findings provide insights into the molecular mechanisms hijacked in cancer that drive perturbed histone acetylation and suggest potential therapeutic strategies.

cancer biology↗

A comprehensive map of missense trafficking variants in rhodopsin and their response to pharmacologic correction

Rhodopsin (RHO) missense variants are a leading cause of autosomal dominant retinitis pigmentosa (adRP), a progressive retinal degeneration with no currently approved therapies. Interpreting the pathogenicity of the growing number of identified RHO variants is a major clinical challenge, and understanding their disease mechanisms is essential for developing effective therapies. Here, we present a high-resolution map of RHO missense variant trafficking using two complementary deep mutational scanning (DMS) approaches based on a surface abundance immunoassay and a membrane proximity assay. We generated a comprehensive dataset encompassing all 6,612 possible single-residue missense variants, revealing a strong correlation between the two methods. Over 700 variants were identified with pathogenic trafficking scores, significantly expanding the number of RHO variants with functional evidence supporting pathogenicity. We demonstrate a high concordance between the trafficking scores and ClinVar pathogenicity classifications, highlighting this approachs utility in resolving variants of uncertain significance (VUS). The data also identified structurally clustered trafficking-deficient variants, predominantly within the N-terminal region and second extracellular loop, in and above the extracellular/intradiscal beta-plug region. Furthermore, we evaluated the efficacy of the non-retinoid pharmacological chaperone YC-001, observing significant rescue of trafficking defects in a majority of mistrafficking variants. This comprehensive functional map of RHO missense variants provides a valuable resource for pathogenicity assessment, genotype-phenotype correlations, and the development of targeted therapeutic strategies for RHO-adRP, paving the way for improved diagnosis and treatment for patients.

genomics↗

Predicting PROTAC-targeted Degradation and Designing Androgen Receptor Degraders with AiPROTAC

Proteolysis-targeting chimeras (PROTACs), a pioneering class of heterobifunctional ligands, have emerged as transformative tools in combating cancer and immune-related diseases due to their ability to target previously undruggable proteins and overcome drug resistance. Accurate assessment of the degradation potential of PROTACs is essential for advancing their therapeutic applications. However, the development of robust predictive models is hindered by the scarcity of large-scale datasets and domain-specific tools, as well as the underutilization of existing unlabeled data. To address these challenges, we developed an innovative method called AiPROTAC to predict the degradation capacity of PROTACs. In particular, AiPROTAC integrates graph augmentation, message-passing enhanced encoders and cross-attention mechanisms within a contrastive learning framework. Moreover, AiPROTAC leverages a curated specialized dataset combined with the PROTAC-DB dataset to enhance prediction accuracy. Experimental results across two datasets and six evaluation metrics demonstrate that AiPROTAC consistently outperforms state-of-the-art models. Further case studies underline its superior sensitivity and reliability. Notably, AiPROTAC facilitated the design of a novel androgen receptor (AR) degrader, PROTAC GT19, which achieved enhanced in vitro degradation compared to Bavdegalutamide (ARV-110). This advancement highlights our AiPROTACs potential to accelerate PROTAC-based therapeutic development and optimization.

bioinformatics↗

Trimethylamine-N-oxide affects cell type-specific pathways and networks in mouse aorta to promote atherosclerotic plaque vulnerability

BackgroundTrimethylamine-N-oxide (TMAO) has been significantly linked to atherosclerosis via several mechanisms, but its direct effect on the atherosclerosis-prone vasculature remains unclear. The objective of this study was to characterize the cell type-dependent and independent effects of TMAO on key vascular cell types involved in atherosclerosis progression in vivo. MethodsWe performed single cell RNA-sequencing (scRNAseq) on aortic athero-prone regions of female Ldlr-/- mice fed control Chow, high-cholesterol (HC), or HC+TMAO diets for three months to identify which aortic cell types, differentially expressed genes, and biological pathways are affected by TMAO. We also modeled cell-cell communications and intracellular gene regulatory networks to identify gene networks perturbed by TMAO feeding. Key genes and pathways were validated using primary human smooth muscle cells exposed to TMAO. Changes in the thickness of lesional fibrous caps in response to TMAO in female Ldlr-/- mice fed HC+TMAO versus HC diets were measured using transgelin immunostaining. ResultsOur scRNAseq analysis revealed that TMAO supplementation upregulated apoptotic gene signatures and downregulated extracellular matrix (ECM) organization and collagen formation genes in a subset of atherosclerosis-specific modulated vascular smooth muscle cells (vSMCs). We also identified "degradation of the ECM" as a top pathway for SMC-derived macrophage DEGs in response to TMAO. Network analyses support that macrophage-vSMC communication mediates ECM remodeling. Using human smooth muscle cells exposed to TMAO in vitro, we confirmed the direct effect of TMAO on regulating collagen and apoptotic genes. In agreement with the changes in these pathways that affect plaque stability, we observed a significant decrease in fibrous cap thickness in mice supplemented with TMAO. ConclusionsOur results reveal the effects of TMAO on vSMCs to promote apoptosis and decrease ECM formation, and on macrophage-mediated ECM degradation in atherosclerotic lesions to in concert enhance plaque instability. Graphic Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=84 SRC="FIGDIR/small/640205v1_ufig1.gif" ALT="Figure 1"> View larger version (33K): org.highwire.dtl.DTLVardef@100254org.highwire.dtl.DTLVardef@109155aorg.highwire.dtl.DTLVardef@158d280org.highwire.dtl.DTLVardef@63d544_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIscRNAseq of the aortic athero-prone regions in female Ldlr-/- mice supplemented with TMAO in the diet revealed the effect of TMAO across cell types, particularly in SMC-derived macrophages and atheroprotective modulated vSMCs. C_LIO_LITMAO increases apoptotic gene signatures and reduces ECM organization and collagen formation gene signatures in modulated vSMCs in vivo, and in vitro exposure studies support a direct effect of TMAO on these genes. C_LIO_LIModulated vSMC-specific gene regulatory networks enriched for apoptotic genes and ECM organization genes were organized by intracellular regulators such as Ccl19 and Tnn and extracellular regulators such as Mmp9 and Spp1 from macrophages. C_LIO_LIFibrous cap thickness, a marker of atherosclerotic plaque stability, was significantly reduced in female Ldlr-/- mice fed HC+TMAO versus HC diets for five months. C_LI

physiology↗

The Adhesion GPCR ADGRL2 engages Gα13 to Enable Epidermal Differentiation

Homeostasis relies on signaling networks controlled by cell membrane receptors. Although G-protein-coupled receptors (GPCRs) are the largest family of transmembrane receptors, their specific roles in the epidermis are not fully understood. Dual CRISPR-Flow and single cell Perturb-seq knockout screens of all epidermal GPCRs were thus performed, uncovering an essential requirement for adhesion GPCR ADGRL2 (latrophilin 2) in epidermal differentiation. Among potential downstream guanine nucleotide-binding G proteins, ADGRL2 selectively activated G13. Perturb-seq of epidermal G proteins and follow-up tissue knockouts verified that G13 is also required for epidermal differentiation. A cryo-electron microscopy (cryo-EM) structure in lipid nanodiscs showed that ADGRL2 engages with G13 at multiple interfaces, including via a novel interaction between ADGRL2 intracellular loop 3 (ICL3) and a G13-specific QQQ glutamine triplet sequence in its GTPase domain. In situ gene mutation of this interface sequence impaired epidermal differentiation, highlighting an essential new role for an ADGRL2-G13 axis in epidermal differentiation.

cell biology↗

ACE2 utilization of HKU25 clade MERS-related coronaviruses with broad geographic distribution

Dipeptidyl peptidase-4 (DPP4) is a well-established receptor for several MERS-related coronaviruses (MERSr-CoVs) isolated from humans, camels, pangolins, and bats (1-6). However, the receptor usage of many genetically diverse bat MERSr-CoVs with broad geographical distributions remains poorly understood. Recent studies have identified angiotensin-converting enzyme 2 (ACE2) as an entry receptor for multiple merbecovirus clades. Here, using viral antigen and pseudovirus-based functional assays, we demonstrate that several bat merbecoviruses from the HKU25 clade previously thought to utilize DPP4 (7), employ ACE2 as their functional receptor. Cryo-electron microscopy analysis revealed that HsItaly2011 and VsCoV-a7 recognize ACE2 with a binding mode sharing similarity with that of HKU5 but involving remodeled interfaces and distinct ortholog selectivity, suggesting a common evolutionary origin of ACE2 utilization for these two clades of viruses. EjCoV-3, a strain closely related to the DPP4-using MERSr-CoV BtCoV-422, exhibited relatively broad ACE2 ortholog tropism and could utilize human ACE2 albeit suboptimally. Despite differences in entry mechanisms and spike proteolytic activation compared to MERS-CoV, these viruses remain sensitive to several broadly neutralizing antibodies and entry inhibitors. These findings redefine our understanding of the evolution of receptor usage among MERSr-CoVs and highlight the versatility of ACE2 as a functional receptor for diverse coronaviruses. SignificanceRecent studies unexpectedly revealed that several merbecoviruses convergently evolved ACE2 receptor usage with distinct binding modes across three continents, challenging the dogma that DPP4 is their primary receptor. Here, we demonstrate that HKU25 clade MERS-related coronaviruses broadly distributed across Eurasia utilize ACE2 as host receptor through a binding mode shared with HKU5, challenging prior findings. These findings reveal a prevalence of ACE2 usage in diverse MERS-related coronaviruses in bats and show that EjCoV-3 is preadapted to use human ACE2, suggesting a potential for spillover. Our data provide a blueprint of host receptor barrier determinants which will facilitate global surveillance and development of countermeasures against these poorly characterized merbecoviruses.

microbiology↗

Database-Augmented Transformer-Based Large Language Models Achieve High Accuracy in Mapping Gene-Phenotype Relationships

Transformer-based large language models (LLMs) have demonstrated significant potential in the biological and medical fields due to their ability to effectively learn from large-scale, diverse datasets and perform a wide range of downstream tasks. However, LLMs are limited by issues such as information processing inaccuracies and data confabulation, which hinder their utility for literature searches and other tasks requiring accurate and comprehensive extraction of information from extensive scientific literature. In this study, we evaluated the performance of various LLMs in accurately retrieving peer-reviewed literature and mapping correlations between 102 genes and four phenotypes: bone formation, cartilage formation, fibrosis, and cell proliferation. Our analysis included standard transformer-based LLMs (ChatGPT4o and Gemini1.5 Pro), fine-tuned LLMs with dedicated custom databases containing peer-reviewed articles (SciSpace and ScholarAI), and fine-tuned LLMs without dedicated databases (PubMedGPT and ScholarGPT). Using human-curated gene-to-phenotype mappings as the ground truth, we found that fine-tuned LLMs with dedicated databases (SciSpace and ScholarAI) achieved high accuracy (>80%) in gene-to-phenotype mapping. Additionally, these models were able to provide relevant peer-reviewed publications supporting each gene-to-phenotype correlation. These findings underscore the importance of database augmentation and finetuning in enhancing the reliability and utility of LLMs for biomedical research applications.

genomics↗