25 results on '"Qianhui Zhu"'
Search Results
2. Adaptive Detection in Real-Time Gait Analysis through the Dynamic Gait Event Identifier
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Yifan Liu, Xing Liu, Qianhui Zhu, Yuan Chen, Yifei Yang, Haoyu Xie, Yichen Wang, and Xingjun Wang
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embedded algorithm ,gait event detection ,dynamic feature extraction ,IMU signals ,Technology ,Biology (General) ,QH301-705.5 - Abstract
The Dynamic Gait Event Identifier (DGEI) introduces a pioneering approach for real-time gait event detection that seamlessly aligns with the needs of embedded system design and optimization. DGEI creates a new standard for gait analysis by combining software and hardware co-design with real-time data analysis, using a combination of first-order difference functions and sliding window techniques. The method is specifically designed to accurately separate and analyze key gait events such as heel strike (HS), toe-off (TO), walking start (WS), and walking pause (WP) from a continuous stream of inertial measurement unit (IMU) signals. The core innovation of DGEI is the application of its dynamic feature extraction strategies, including first-order differential integration with positive/negative windows, weighted sleep time analysis, and adaptive thresholding, which together improve its accuracy in gait segmentation. The experimental results show that the accuracy rate of HS event detection is 97.82%, and the accuracy rate of TO event detection is 99.03%, which is suitable for embedded systems. Validation on a comprehensive dataset of 1550 gait instances shows that DGEI achieves near-perfect alignment with human annotations, with a difference of less than one frame in pulse onset times in 99.2% of the cases.
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- 2024
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3. Comparative genomic analysis of Fusobacterium nucleatum reveals high intra-species diversity and cgmlst marker construction
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Qianhui Zhu, Arslan Dovletgeldiyev, Chen Shen, Kexin Li, Songnian Hu, and Zilong He
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Abstract Background Fusobacterium nucleatum is a one of the most important anaerobic opportunistic pathogens in the oral and intestinal tracts of human and animals. It can cause various diseases such as infections, Lemierre's syndrome, oral cancer and colorectal cancer. The comparative genomic studies on the population genome level, have not been reported. Results We analyzed all publicly available Fusobacterium nucleatums’ genomic data for a comparative genomic study, focusing on the pan-genomic features, virulence genes, plasmid genomes and developed cgmlst molecular markers. We found the pan-genome shows a clear open tendency and most of plasmids in Fusobacterium nucleatum are mainly transmitted intraspecifically. Conclusions Our comparative analysis of Fusobacterium nucleatum systematically revealed the open pan-genomic features and phylogenetic tree based on cgmlst molecular markers. What’s more, we also identified common plasmid typing among genomes. We hope that our study will provide a theoretical basis for subsequent functional studies.
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- 2023
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4. Large-scale genomic survey and characterization of mcr genes carried by foodborne Cronobacter isolates
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Qianhui Zhu, Jinrui Hu, Na Liu, Heyuan Qi, Xiaoli Du, Zhigang Cui, Yan Sun, Yadong Liu, Songnian Hu, Linhuan Wu, Haijian Zhou, Zilong He, and Juncai Ma
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Cronobacter ,mcr genes ,whole-genome sequencing ,foodborne ,flanking structures ,Microbiology ,QR1-502 - Abstract
ABSTRACT Antibiotic resistance has become a worldwide public health and biosafety problem. The clinical efficacy of colistin was jeopardized by the report of the first mobile colistin resistance (mcr) gene, and subsequently, the mcr-gene family of mcr-1 to mcr-10 has been identified. Cronobacter is an emerging foodborne opportunistic pathogen, which can cause neonatal meningitis, bacteremia, and necrotizing enterocolitis (NEC) by contaminating food. However, the entire picture of foodborne Cronobacter carriage of the mcr genes is not known. Here, we investigated the mcr genes of Cronobacter isolates (N = 877) by whole-genome sequencing. We found 133 of 877 previously undescribed Cronobacter isolates carrying mcr genes. Further genomic analysis revealed that these mcr genes mainly belonged to the mcr-9 and mcr-10. Genomic analysis of the flanking structures of mcr genes revealed that two core flanking structures were prevalent in foodborne Cronobacter isolates, and the flanking structure carrying IS1R was found for the first time in this study. These findings suggest that foodborne Cronobacter isolates carrying the mcr genes already pose a threat to human health. IMPORTANCE Cronobacter is an emerging foodborne opportunistic pathogen, which can cause neonatal meningitis, bacteremia, and NEC by contaminating food. However, the entire picture of foodborne Cronobacter carriage of the mcr genes is not known. Here, we investigated the mcr genes of Cronobacter isolates by whole-genome sequencing and found 133 previously undescribed Cronobacter isolates carrying mcr genes. Further genomic analysis revealed that these mcr genes mainly belonged to the mcr-9 and mcr-10. Genomic analysis of the flanking structures of mcr genes revealed that two core flanking structures were prevalent in foodborne Cronobacter isolates, and the flanking structure carrying IS1R was found for the first time in this study.
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- 2023
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5. Plasmer: an Accurate and Sensitive Bacterial Plasmid Prediction Tool Based on Machine Learning of Shared k-mers and Genomic Features
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Qianhui Zhu, Shenghan Gao, Binghan Xiao, Zilong He, and Songnian Hu
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plasmid ,chromosome ,machine learning ,shared k-mers ,genomic features ,bacteria ,Microbiology ,QR1-502 - Abstract
ABSTRACT Identification of plasmids in bacterial genomes is critical for many factors, including horizontal gene transfer, antibiotic resistance genes, host-microbe interactions, cloning vectors, and industrial production. There are several in silico methods to predict plasmid sequences in assembled genomes. However, existing methods have evident shortcomings, such as unbalance in sensitivity and specificity, dependency on species-specific models, and performance reduction in sequences shorter than 10 kb, which has limited their scope of applicability. In this work, we proposed Plasmer, a novel plasmid predictor based on machine-learning of shared k-mers and genomic features. Unlike existing k-mer or genomic-feature based methods, Plasmer employs the random forest algorithm to make predictions using the percent of shared k-mers with plasmid and chromosome databases combined with other genomic features, including alignment E value and replicon distribution scores (RDS). Plasmer can predict on multiple species and has achieved an average the area under the curve (AUC) of 0.996 with accuracy of 98.4%. Compared to existing methods, tests of both sliding sequences and simulated and de novo assemblies have consistently shown that Plasmer has outperforming accuracy and stable performance across long and short contigs above 500 bp, demonstrating its applicability for fragmented assemblies. Plasmer also has excellent and balanced performance on both sensitivity and specificity (both >0.95 above 500 bp) with the highest F1-score, which has eliminated the bias on sensitivity or specificity that was common in existing methods. Plasmer also provides taxonomy classification to help identify the origin of plasmids. IMPORTANCE In this study, we proposed a novel plasmid prediction tool named Plasmer. Technically, unlike existing k-mer or genomic features-based methods, Plasmer is the first tool to combine the advantages of the percent of shared k-mers and the alignment score of genomic features. This has given Plasmer (i) evident improvement in performance compared to other methods, with the best F1-score and accuracy on sliding sequences, simulated contigs, and de novo assemblies; (ii) applicability for contigs above 500 bp with highest accuracy, enabling plasmid prediction in fragmented short-read assemblies; (iii) excellent and balanced performance between sensitivity and specificity (both >0.95 above 500 bp) with the highest F1-score, which eliminated the bias on sensitivity or specificity that commonly existed in other methods; and (iv) no dependency of species-specific training models. We believe that Plasmer provides a more reliable alternative for plasmid prediction in bacterial genome assemblies.
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- 2023
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6. Genomic Characterization of a Uropathogenic Escherichia coli ST405 Isolate Harboring blaCTX-M-15-Encoding IncFIA-FIB Plasmid, blaCTX-M-24-Encoding IncI1 Plasmid, and Phage-Like Plasmid
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Mianzhi Yao, Qianhui Zhu, Jin Zou, Abebe Mekuria Shenkutie, Songnian Hu, Jiuxin Qu, Zilong He, and Polly H. M. Leung
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uropathogenic Escherichia coli ,comparative genomics ,plasmids ,blaCTX-M ,mobile genetic elements ,Microbiology ,QR1-502 - Abstract
Escherichia coli sequence type 405 is an emerging antibiotic-resistant clonal group associated with the global dissemination of extended-spectrum β-lactamase-producing E. coli. In this study, we report the genome assembly and characterization of a uropathogenic E. coli ST405 strain, SZESBLEC201, based on long and short reads obtained from the Nanopore and Illumina sequencing platforms, respectively. Whole-genome sequencing revealed that SZESBLEC201 harbors a 5,020,403 bp chromosome and three plasmids, namely, pSZESBLEC201-1, pSZESBLEC201-2, and pSZESBLEC201-3. pSZESBLEC201-1 (111,621 bp) belongs to the IncFIA-FIB type and harbors blaCTX-M-15. However, this plasmid does not harbor conjugative transfer-associated genes, rendering pSZESBLEC201-1 unable to be conjugatively transferred. pSZESBLEC201-2 (95,138 bp) is a phage-like plasmid that shows a strong genome synteny with Escherichia phage P1 but with the absence of mobile genetic elements and some regulatory genes. pSZESBLEC201-3 (92,865 bp) belongs to the IncI1 type and carries blaCTX-M-24. In contrast to pSZESBLEC201-1, pSZESBLEC201-3 retains its full active conjugation machinery and can be transferred via conjugation. The genetic features of the genome show that the SZESBLEC201 has a unique virulence pattern compared with genetically similar strains found in the same country (China). The plasmid backbones exhibit a high degree of similarity to those of geographically distant isolates, highlighting the global spread of blaCTX-M genes and the genome plasticity of this clonal group. The coexistence of two blaCTX-M variants in the same strain increases the risk of the emergence of new blaCTX-M variants. Further studies on phage-like plasmids are necessary to provide insights into their biological activities and clinical significance.
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- 2022
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7. Improved 93-11 Genome and Time-Course Transcriptome Expand Resources for Rice Genomics
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Sen Wang, Shenghan Gao, Jingyi Nie, Xinyu Tan, Junhua Xie, Xiaochun Bi, Yan Sun, Sainan Luo, Qianhui Zhu, Jianing Geng, Wanfei Liu, Qiang Lin, Peng Cui, Songnian Hu, and Shuangyang Wu
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time course transcriptome ,alternative splicing ,waxy ,93-11 ,chromosome level ,Plant culture ,SB1-1110 - Abstract
In 2002, the first crop genome was published using the rice cultivar 93-11, which is the progenitor of the first super-hybrid rice. The genome sequence has served as a reference genome for the indica cultivars, but the assembly has not been updated. In this study, we update the 93-11 genome assembly to a gap-less sequence using ultra-depth single molecule real-time (SMRT) reads, Hi-C sequencing, reference-guided, and gap-closing approach. The differences in the genome collinearity and gene content between the 93-11 and the Nipponbare reference genomes confirmed to map the indica cultivar sequencing data to the 93-11 genome, instead of the reference. Furthermore, time-course transcriptome data showed that the expression pattern was consistently correlated with the stages of seed development. Alternative splicing of starch synthesis-related genes and genomic variations of waxy make it a novel resource for targeted breeding. Collectively, the updated high quality 93-11 genome assembly can improve the understanding of the genome structures and functions of Oryza groups in molecular breeding programs.
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- 2022
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8. Identifying Two Novel Clusters in Calcium Oxalate Stones With Urinary Tract Infection Using 16S rDNA Sequencing
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Chen Shen, Qianhui Zhu, Fan Dong, Wei Wang, Bo Fan, Kexin Li, Jun Chen, Songnian Hu, Zilong He, and Xiancheng Li
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urinary tract infection ,16S rDNA sequencing ,differentially abundant taxa ,calcium oxalate stones ,urinary stone ,microbiota ,Microbiology ,QR1-502 - Abstract
Urinary stones and urinary tract infection (UTI) are the most common diseases in urology and they are characterized by high incidence and high recurrence rate in China. Previous studies have shown that urinary stones are closely associated with gut or urine microbiota. Calcium oxalate stones are the most common type of urinary stones. However, the profile of urinary tract microorganisms of calcium oxalate stones with UTI is not clear. In this research, we firstly found two novel clusters in patients with calcium oxalate stones (OA) that were associated with the WBC/HP (white blood cells per high-power field) level in urine. Two clusters in the OA group (OA1 and OA2) were distinguished by the key microbiota Firmicutes and Enterobacteriaceae. We found that Enterobacteriaceae enriched in OA1 cluster was positively correlated with several infection-related pathways and negatively correlated with a few antibiotics-related pathways. Meantime, some probiotics with higher abundance in OA2 cluster such as Bifidobacterium were positively correlated with antibiotics-related pathways, and some common pathogens with higher abundance in OA2 cluster such as Enterococcus were positively correlated with infection-related pathways. Therefore, we speculated that as a sub-type of OA disease, OA1 was caused by Enterobacteriaceae and the lack of probiotics compared with OA2 cluster. Moreover, we also sequenced urine samples of healthy individuals (CK), patients with UTI (I), patients with uric acid stones (UA), and patients with infection stones (IS). We identified the differentially abundant taxa among all groups. We hope the findings will be helpful for clinical treatment and diagnosis of urinary stones.
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- 2021
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9. Selection for Cheaper Amino Acids Drives Nucleotide Usage at the Start of Translation in Eukaryotic Genes.
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Na L. Gao, Zilong He, Qianhui Zhu, Puzi Jiang, Songnian Hu, and Wei-Hua Chen
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- 2021
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10. Memory B cell repertoire from triple vaccinees against diverse SARS-CoV-2 variants
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Kang Wang, Zijing Jia, Linilin Bao, Lei Wang, Lei Cao, Hang Chi, Yaling Hu, Qianqian Li, Yunjiao Zhou, Yinan Jiang, Qianhui Zhu, Yongqiang Deng, Pan Liu, Nan Wang, Lin Wang, Min Liu, Yurong Li, Boling Zhu, Kaiyue Fan, Wangjun Fu, Peng Yang, Xinran Pei, Zhen Cui, Lili Qin, Pingju Ge, Jiajing Wu, Shuo Liu, Yiding Chen, Weijin Huang, Qiao Wang, Cheng-Feng Qin, Youchun Wang, Chuan Qin, and Xiangxi Wang
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COVID-19 Vaccines ,Multidisciplinary ,SARS-CoV-2 ,Antibodies, Monoclonal ,COVID-19 ,Antibodies, Viral ,Antibodies, Neutralizing ,Disease Models, Animal ,Mice ,Memory B Cells ,Neutralization Tests ,Spike Glycoprotein, Coronavirus ,Animals ,Humans - Abstract
Omicron (B.1.1.529), the most heavily mutated SARS-CoV-2 variant so far, is highly resistant to neutralizing antibodies, raising concerns about the effectiveness of antibody therapies and vaccines1,2. Here we examined whether sera from individuals who received two or three doses of inactivated SARS-CoV-2 vaccine could neutralize authentic Omicron. The seroconversion rates of neutralizing antibodies were 3.3% (2 out of 60) and 95% (57 out of 60) for individuals who had received 2 and 3 doses of vaccine, respectively. For recipients of three vaccine doses, the geometric mean neutralization antibody titre for Omicron was 16.5-fold lower than for the ancestral virus (254). We isolated 323 human monoclonal antibodies derived from memory B cells in triple vaccinees, half of which recognized the receptor-binding domain, and showed that a subset (24 out of 163) potently neutralized all SARS-CoV-2 variants of concern, including Omicron. Therapeutic treatments with representative broadly neutralizing monoclonal antibodies were highly protective against infection of mice with SARS-CoV-2 Beta (B.1.351) and Omicron. Atomic structures of the Omicron spike protein in complex with three classes of antibodies that were active against all five variants of concern defined the binding and neutralizing determinants and revealed a key antibody escape site, G446S, that confers greater resistance to a class of antibodies that bind on the right shoulder of the receptor-binding domain by altering local conformation at the binding interface. Our results rationalize the use of three-dose immunization regimens and suggest that the fundamental epitopes revealed by these broadly ultrapotent antibodies are rational targets for a universal sarbecovirus vaccine.
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- 2022
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11. Characterizations of enhanced infectivity and antibody evasion of Omicron BA.2.75
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Yunlong Cao, Weiliang Song, Lei Wang, Pan Liu, Can Yue, Fanchong Jian, Yuanling Yu, Ayijiang Yisimayi, Peng Wang, Yao Wang, Qianhui Zhu, Jie Deng, Wangjun Fu, Lingling Yu, Na Zhang, Jing Wang, Tianhe Xiao, Ran An, Lu Liu, Sijie Yang, Xiao Niu, Qingqing Gu, Fei Shao, Xiaohua Hao, Ronghua Jin, Youchun Wang, Xiaoliang Sunney Xie, and Xiangxi Wang
- Abstract
Recently emerged SARS-CoV-2 Omicron subvariant, BA.2.75, displayed a local growth advantage over BA.2.38, BA.2.76 and BA.5 in India. The underlying mechanism of BA.2.75’s enhanced infectivity, especially compared to BA.5, remains unclear. Here, we show that BA.2.75 exhibits substantially higher ACE2-binding affinity than BA.5. Also, BA.2.75 spike shows decreased thermostability and increased “up” RBD conformation in acidic conditions, suggesting enhanced low-pH-endosomal cell-entry pathway utilization. BA.2.75 is less humoral immune evasive than BA.4/BA.5 in BA.1/BA.2 breakthrough-infection convalescents; however, BA.2.75 shows heavier neutralization evasion in Delta breakthrough-infection convalescents. Importantly, plasma from BA.5 breakthrough infection exhibit significantly weaker neutralization against BA.2.75 than BA.5, mainly due to BA.2.75’s distinct RBD and NTD-targeting antibody escaping pattern from BA.4/BA.5. Additionally, Evusheld and Bebtelovimab remain effective against BA.2.75, and Sotrovimab recovered RBD-binding affinity. Together, our results suggest BA.2.75 may prevail after the global BA.4/BA.5 wave, and its increased receptor-binding capability could allow further incorporation of immune-evasive mutations.
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- 2022
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12. Structural and functional characterizations of altered infectivity and immune evasion of SARS-CoV-2 Omicron variant
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Zhen Cui, Pan Liu, Nan Wang, Lei Wang, Kaiyue Fan, Qianhui Zhu, Kang Wang, Ruihong Chen, Rui Feng, Zijing Jia, Minnan Yang, Ge Xu, Boling Zhu, Wangjun Fu, Tianming Chu, Leilei Feng, Yide Wang, Xinran Pei, Peng Yang, Xiaoliang Sunney Xie, Lei Cao, Yunlong Cao, and Xiangxi Wang
- Abstract
SummaryThe SARS-CoV-2 Omicron with increased fitness is spreading rapidly worldwide. Analysis of cryo-EM structures of the Spike (S) from Omicron reveals amino acid substitutions forging new interactions that stably maintain an “active” conformation for receptor recognition. The relatively more compact domain organization confers improved stability and enhances attachment but compromises the efficiency of viral fusion step. Alterations in local conformation, charge and hydrophobic microenvironments underpin the modulation of the epitopes such that they are not recognized by most NTD- and RBD-antibodies, facilitating viral immune escape. Apart from already existing mutations, we have identified three new immune escape sites: 1) Q493R, 2) G446S and 3) S371L/S373P/S375F that confers greater resistance to five of the six classes of RBD-antibodies. Structure of the Omicron S bound with human ACE2, together with analysis of sequence conservation in ACE2 binding region of 25 sarbecovirus members as well as heatmaps of the immunogenic sites and their corresponding mutational frequencies sheds light on conserved and structurally restrained regions that can be used for the development of broad-spectrum vaccines and therapeutics.
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- 2021
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13. Genomic Characterization of a Uropathogenic
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Mianzhi, Yao, Qianhui, Zhu, Jin, Zou, Abebe Mekuria, Shenkutie, Songnian, Hu, Jiuxin, Qu, Zilong, He, and Polly H M, Leung
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- 2021
14. Structural and functional characterizations of infectivity and immune evasion of SARS-CoV-2 Omicron
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Zhen Cui, Pan Liu, Nan Wang, Lei Wang, Kaiyue Fan, Qianhui Zhu, Kang Wang, Ruihong Chen, Rui Feng, Zijing Jia, Minnan Yang, Ge Xu, Boling Zhu, Wangjun Fu, Tianming Chu, Leilei Feng, Yide Wang, Xinran Pei, Peng Yang, Xiaoliang Sunney Xie, Lei Cao, Yunlong Cao, and Xiangxi Wang
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SARS-CoV-2 variants ,Binding Sites ,SARS-CoV-2 ,Omicron ,infectivity ,Cryoelectron Microscopy ,COVID-19 ,Virus Attachment ,cryo-EM structure ,Surface Plasmon Resonance ,stability ,Antibodies, Viral ,General Biochemistry, Genetics and Molecular Biology ,Article ,Protein Domains ,Neutralization Tests ,receptor recognition ,Spike Glycoprotein, Coronavirus ,Mutagenesis, Site-Directed ,Humans ,Angiotensin-Converting Enzyme 2 ,fusogenicity ,Protein Structure, Quaternary ,Protein Binding ,immune evasion - Abstract
The SARS-CoV-2 Omicron variant with increased fitness is spreading rapidly worldwide. Analysis of cryo-EM structures of the spike (S) from Omicron reveals amino acid substitutions forging interactions that stably maintain an active conformation for receptor recognition. The relatively more compact domain organization confers improved stability and enhances attachment but compromises the efficiency of the viral fusion step. Alterations in local conformation, charge, and hydrophobic microenvironments underpin the modulation of the epitopes such that they are not recognized by most NTD- and RBD-antibodies, facilitating viral immune escape. Structure of the Omicron S bound with human ACE2, together with the analysis of sequence conservation in ACE2 binding region of 25 sarbecovirus members, as well as heatmaps of the immunogenic sites and their corresponding mutational frequencies, sheds light on conserved and structurally restrained regions that can be used for the development of broad-spectrum vaccines and therapeutics., Graphical abstract, Mutations in the SARS-CoV-2 Omicron variant improve spike trimer stability that supports viral attachment but appears to compromise viral fusion. They also perturb the confirmation of antigenic sites for antibody recognition, which may contribute to immune evasion.
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- 2021
15. A subset of Memory B-derived antibody repertoire from 3-dose vaccinees is ultrapotent against diverse and highly transmissible SARS-CoV-2 variants, including Omicron
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Kang Wang, Zijing Jia, Linlin Bao, Lei Wang, Lei Cao, Hang Chi, Yaling Hu, Qianqian Li, Yinan Jiang, Qianhui Zhu, Yongqiang Deng, Pan Liu, Nan Wang, Lin Wang, Min Liu, Yurong Li, Boling Zhu, Kaiyue Fan, Wangjun Fu, Peng Yang, Xinran Pei, Zhen Cui, Lili Qin, Pingju Ge, Jiajing Wu, Shuo Liu, Yiding Chen, Weijin Huang, Cheng-Feng Qin, Youchun Wang, Chuan Qin, and Xiangxi Wang
- Abstract
Omicron, the most heavily mutated SARS-CoV-2 variant so far, is highly resistant to neutralizing antibodies, raising unprecedented concerns about the effectiveness of antibody therapies and vaccines. We examined whether sera from individuals who received two or three doses of inactivated vaccine, could neutralize authentic Omicron. The seroconversion rates of neutralizing antibodies were 3.3% (2/60) and 95% (57/60) for 2- and 3-dose vaccinees, respectively. For three-dose recipients, the geometric mean neutralization antibody titer (GMT) of Omicron was 15, 16.5-fold lower than that of the ancestral virus (254). We isolated 323 human monoclonal antibodies derived from memory B cells in 3-dose vaccinees, half of which recognize the receptor binding domain (RBD) and show that a subset of them (24/163) neutralize all SARS-CoV-2 variants of concern (VOCs), including Omicron, potently. Therapeutic treatments with representative broadly neutralizing mAbs individually or antibody cocktails were highly protective against SARS-CoV-2 Beta infection in mice. Atomic structures of the Omicron S in complex with three types of all five VOC-reactive antibodies defined the binding and neutralizing determinants and revealed a key antibody escape site, G446S, that confers greater resistance to one major class of antibodies bound at the right shoulder of RBD through altering local conformation at the binding interface. Our results rationalize the use of 3-dose immunization regimens and suggest that the fundamental epitopes revealed by these broadly ultrapotent antibodies are a rational target for a universal sarbecovirus vaccine.One sentence summaryA sub-set of antibodies derived from memory B cells of volunteers vaccinated with 3 doses of an inactivated SARS-CoV-2 vaccine work individually as well as synergistically to keep variants, including Omicron, at bay.
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- 2021
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16. The Dissemination of NDM-1 in Acinetobacter baumannii Strains
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Na Liu, Xin Zheng, Qianhui Zhu, Zilong He, and Songnian Hu
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Acinetobacter baumannii ,Humans ,General Medicine ,Microbial Sensitivity Tests ,Applied Microbiology and Biotechnology ,Microbiology ,Phylogeny ,beta-Lactamases ,Acinetobacter Infections ,Anti-Bacterial Agents ,Multilocus Sequence Typing - Abstract
Acinetobacter baumannii is a common pathogen in hospitals and usually causes bacteremia, pneumonia, meningitis, peritonitis and other diseases. Isolates carried NDM-1 gene can make several antibiotics such as carbapenems and other beta-lactams ineffective. Nowadays, the number of A. baumannii strains carrying NDM-1 has been climbing year by year in recent years. To characterise the transmission of NDM-1 in A. baumannii, we collected 2576 human-derived genomes of A. baumannii strains from NCBI database and found that 186 strains contained NDM-1 gene. The multi-locus sequence typing, phylogenetic tree, NDM-1 gene organization and the single nucleotide polymorphisms of NDM-1 were investigated. We hope that our work will provide a theoretical basis for the prevention of dissemination of NDM-1 in A. baumannii.
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- 2021
17. Characterization of the enhanced infectivity and antibody evasion of Omicron BA.2.75
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Yunlong Cao, Weiliang Song, Lei Wang, Pan Liu, Can Yue, Fanchong Jian, Yuanling Yu, Ayijiang Yisimayi, Peng Wang, Yao Wang, Qianhui Zhu, Jie Deng, Wangjun Fu, Lingling Yu, Na Zhang, Jing Wang, Tianhe Xiao, Ran An, Lu Liu, Sijie Yang, Xiao Niu, Qingqing Gu, Fei Shao, Xiaohua Hao, Bo Meng, Ravindra Kumar Gupta, Ronghua Jin, Youchun Wang, Xiaoliang Sunney Xie, Xiangxi Wang, Cao, Yunlong [0000-0001-5918-1078], and Apollo - University of Cambridge Repository
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Omicron ,SARS-CoV-2 ,COVID-19 ,neutralizing antibody ,cryo-EM structure ,Antibodies, Viral ,Antibodies, Neutralizing ,Microbiology ,Virology ,Spike Glycoprotein, Coronavirus ,BA.2.75 ,Humans ,Parasitology ,spike glycoprotein ,COVID-19 Serotherapy ,immune evasion - Abstract
Recently emerged SARS-CoV-2 Omicron subvariant, BA.2.75, displayed a growth advantage over circulating BA.2.38, BA.2.76, and BA.5 in India. However, the underlying mechanisms for enhanced infectivity, especially compared with BA.5, remain unclear. Here, we show that BA.2.75 exhibits substantially higher affinity for host receptor angiotensin-converting enzyme 2 (ACE2) than BA.5 and other variants. Structural analyses of BA.2.75 spike shows its decreased thermostability and increased frequency of the receptor binding domain (RBD) in the "up" conformation under acidic conditions, suggesting enhanced low-pH-endosomal cell entry. Relative to BA.4/BA.5, BA.2.75 exhibits reduced evasion of humoral immunity from BA.1/BA.2 breakthrough-infection convalescent plasma but greater evasion of Delta breakthrough-infection convalescent plasma. BA.5 breakthrough-infection plasma also exhibits weaker neutralization against BA.2.75 than BA.5, mainly due to BA.2.75's distinct neutralizing antibody (NAb) escape pattern. Antibody therapeutics Evusheld and Bebtelovimab remain effective against BA.2.75. These results suggest BA.2.75 may prevail after BA.4/BA.5, and its increased receptor-binding capability could support further immune-evasive mutations.
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- 2022
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18. Improved 93-11 Genome and Time-Course Transcriptome Expand Resources for Rice Genomics
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Sen Wang, Shenghan Gao, Jingyi Nie, Xinyu Tan, Junhua Xie, Xiaochun Bi, Yan Sun, Sainan Luo, Qianhui Zhu, Jianing Geng, Wanfei Liu, Qiang Lin, Peng Cui, Songnian Hu, and Shuangyang Wu
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time course transcriptome ,alternative splicing ,93-11 ,Plant culture ,food and beverages ,Plant Science ,chromosome level ,waxy ,SB1-1110 ,Original Research - Abstract
In 2002, the first crop genome was published using the rice cultivar 93-11, which is the progenitor of the first super-hybrid rice. The genome sequence has served as a reference genome for the indica cultivars, but the assembly has not been updated. In this study, we update the 93-11 genome assembly to a gap-less sequence using ultra-depth single molecule real-time (SMRT) reads, Hi-C sequencing, reference-guided, and gap-closing approach. The differences in the genome collinearity and gene content between the 93-11 and the Nipponbare reference genomes confirmed to map the indica cultivar sequencing data to the 93-11 genome, instead of the reference. Furthermore, time-course transcriptome data showed that the expression pattern was consistently correlated with the stages of seed development. Alternative splicing of starch synthesis-related genes and genomic variations of waxy make it a novel resource for targeted breeding. Collectively, the updated high quality 93-11 genome assembly can improve the understanding of the genome structures and functions of Oryza groups in molecular breeding programs.
- Published
- 2021
19. Correlation Network Analyses Based on Metagenomics and Multi-type Metabolomic Data Identified Biomarkers of Coronary Artery Disease
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Jianxun Liu, Songnian Hu, Ying-Hong Wang, Qifeng Liu, Qianhui Zhu, Kexin Li, Chaoran Dong, Shanshan Sun, Yida Tang, Zilong He, Feng Gao, and Haibo Zhu
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Coronary artery disease ,Correlation ,Metabolomics ,Metagenomics ,business.industry ,medicine ,Computational biology ,medicine.disease ,business - Abstract
Background: Coronary artery disease (CAD) is a complex, multifactorial disease and the underlying pathogenesis is unclear. It is essential to improve our understanding of the aetiology and pathogenesis of CAD for developing effective methods of early diagnosis and treatment.Results: We recruited 190 participants including normal coronary artery (n = 49), stable coronary artery disease (n = 93) and acute myocardial infarction patients (n = 48). We combined metagenomics (16S rRNA sequencing and gut microbiome whole-genome sequencing) and multi-type metabolomics (serum, faeces and urine) analyses to determine the correlations among metabolites, the microbiota and clinical indexes to identify biomarkers of CAD. Compared with the faecal metabolites, serum and urine metabolites exhibited strong correlation with clinical indexes. Comparing the three types of metabolome, we discovered that the faecal and urine metabolome was more suitable than the serum metabolome for correlation analysis with the microbiota. Furthermore, we found that the serum and urine metabolome was more suitable than the faecal metabolome for correlation analysis with the clinical indexes. We constructed, for the first time, the relationship networks among the microbiota, metabolites and pathways. Through the relationship network analysis, we identified some important differential metabolites and delineated how these metabolites are related to the differentially abundant microbes.Conclusions: In our research, we used metagenome and multi-type metabolome profiling based on hundreds of samples to figure out the correlations among metabolites, microbiota and clinical indexes. In addition, we firstly constructed the relationship networks of microbiota, metabolites and pathways. We believe our findings can help the researchers to further understand the pathogenesis of CAD.
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- 2020
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20. Semi-rational mutagenesis of an industrial Streptomyces fungicidicus strain for improved enduracidin productivity
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Jing Zhang, Xiaonong Wu, Shuting Song, Huitu Zhang, Ying Guan, Fuping Lu, Qianhui Zhu, Rong Yue, Tao Yu, Zilong He, Yue Wang, Guoguo Wu, Songnian Hu, and JinTian Xu
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Mutant ,Mutagenesis (molecular biology technique) ,Biology ,Applied Microbiology and Biotechnology ,Niacin ,Thiostrepton ,03 medical and health sciences ,chemistry.chemical_compound ,Biosynthesis ,Bacterial Proteins ,RNA-Seq ,Peptide Synthases ,Gene ,Selectable marker ,030304 developmental biology ,0303 health sciences ,030306 microbiology ,RNA ,General Medicine ,Streptomyces ,Anti-Bacterial Agents ,Biosynthetic Pathways ,chemistry ,Biochemistry ,Mutagenesis ,Biosynthetic process ,Multigene Family ,Biotechnology - Abstract
The biosynthesis of the valuable antibiotic enduracidin by Streptomyces fungicidicus TXX3120 is a complex multistep process. To identify the rate-limiting step of the entire biosynthetic process, we carried out a deep RNA sequencing towards the mycelia of TXX3120 at different fermentation stages. Comparative RNA-seq analysis indicated that the expression level of the endC gene during the enduracidin production phase was evidently lower than that of the other relevant genes to enduracidin biosynthesis. This result was further confirmed by quantitative RT-PCR, and the giant non-ribosomal peptide synthase (NRPS) encoded by endC was predicated to be the rate-limiting enzyme in enduracidin biosynthesis. To increase the expression of endC during the enduracidin production phase, a reporter-based selection system was developed by genetically replacing the initial part of the endC gene with a thiostrepton resistance gene (tsr), which will then act as a selectable marker to report the expression level of the rate-limiting gene endC, thereby facilitating the selection of enduracidin-overproducing mutants following random mutagenesis. After one round of mutagenesis, thiostrepton resistance selection, and restoration of the endC gene, three mutant strains with improved endC expression levels were obtained. Their highest enduracidin titers reached 9780.54, 9272.46, and 8849.06 U/mL, respectively representing 2.31-, 2.19-, and 2.09-fold of the initial industrial strain TXX3120. Our research provides a useful strategy for the rational breeding of industrial strains that synthesize complex natural products.
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- 2020
21. 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease
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Hang-Yu Chen, Jian Lin, Qianhui Zhu, Songnian Hu, Chaoran Dong, Haibo Zhu, Chuan He, Feng Gao, Jie Long, Jilin Zheng, Yida Tang, Tao Yu, Jiemei Chen, Zilong He, Yiming Liang, and Yupeng Liu
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Adult ,Male ,medicine.medical_specialty ,Myocardial Infarction ,Coronary Artery Disease ,Epigenetic biomarkers ,Pathogenesis ,Coronary artery disease ,Internal medicine ,5-Hydroxymethylcytosine ,Genetics ,medicine ,Humans ,Epigenetics ,Myocardial infarction ,Endothelial dysfunction ,Molecular Biology ,Genetics (clinical) ,Aged ,business.industry ,Research ,DNA ,Middle Aged ,medicine.disease ,Circulating Cell-Free DNA ,medicine.anatomical_structure ,Cardiology ,5-Methylcytosine ,Biomarker (medicine) ,Female ,business ,Cell-Free Nucleic Acids ,Biomarkers ,Developmental Biology ,Artery - Abstract
Background The 5-hydroxymethylcytosine (5hmC) DNA modification is an epigenetic marker involved in a range of biological processes. Its function has been studied extensively in tumors, neurodegenerative diseases, and atherosclerosis. Studies have reported that 5hmC modification is closely related to the phenotype transformation of vascular smooth muscle cells and endothelial dysfunction. However, its role in coronary artery disease (CAD) has not been fully studied. Results To investigate whether 5hmC modification correlates with CAD pathogenesis and whether 5hmC can be used as a biomarker, we used a low-input whole-genome sequencing technology based on selective chemical capture (hmC-Seal) to firstly generate the 5hmC profiles in the circulating cell-free DNA(cfDNA) of CAD patients, including stable coronary artery disease (sCAD) patients and acute myocardial infarction (AMI) patients. We detected a significant difference of 5hmC enrichment in gene bodies from CAD patients compared with normal coronary artery (NCA) individuals. Our results showed that CAD patients can be well separated from NCA individuals by 5hmC markers. The prediction performance of the model established by differentially regulated 5hmc modified genes were superior to common clinical indicators for the diagnosis of CAD (AUC = 0.93) and sCAD (AUC = 0.93). Specially, we found that 5hmC markers in cfDNA showed prediction potential for AMI (AUC = 0.95), which was superior to that of cardiac troponin I, muscle/brain creatine kinase, and myoglobin. Conclusions Our results suggest that 5hmC markers derived from cfDNA can serve as effective epigenetic biomarkers for minimally noninvasive diagnosis and prediction of CAD.
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- 2020
22. MOESM2 of 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease
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Chaoran Dong, Jiemei Chen, Jilin Zheng, Yiming Liang, Yu, Tao, Yupeng Liu, Gao, Feng, Long, Jie, Hangyu Chen, Qianhui Zhu, Zilong He, Songnian Hu, He, Chuan, Lin, Jian, Yida Tang, and Haibo Zhu
- Abstract
Additional file 2: Figure S1. Quality of raw sequencing data within samples of the three groups. a Unique mapping rate of the samples. Each boxplot represents all the samples of each group. b Unique mapping reads numbers for the groups. Each boxplot represents all the samples of each group.c Differentially regulated 5hmC genes detected in cfDNA from the three groups. dMetagene profiles of cell free 5hmC in CAD and NCA samples. e Out-of-bag (OOB) error rates in CAD and NCA groups by different trees Random-Forest built. f Scatterplot showing the MDG and the significance of two-tailed t-tests for the top 30 potential markers in the CAD and NCA groups. Red dots refer to significant differential genes.
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- 2020
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23. Improvements of immune genes and intestinal microbiota composition of turbot (Scophthalmus maximus) with dietary oregano oil and probiotics
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Chunyan Zhao, Guo Guangxin, Chao Li, Kexin Li, Yichao Ren, Qianhui Zhu, Zilong He, and Songnian Hu
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biology ,Aquatic Science ,Plant disease resistance ,biology.organism_classification ,Feed conversion ratio ,law.invention ,Scophthalmus ,Turbot ,Probiotic ,law ,medicine ,Bacillus coagulans ,Food science ,medicine.symptom ,Digestion ,Weight gain - Abstract
Plant extract (oregano oil) and probiotics as dietary additives can improve weight gain, feed efficiency and disease resistance in cultured fish. In this research, we evaluated the effects of oregano oil and probiotics (strain Bacillus coagulans G1902) on growth performance, intestinal microbiota and expression of intestinal and splenic immune related genes (IL-1β, TNF-α, MHC-I and IFIH1) of turbots (Scophthalmus maximus) by a 30-day feeding experiment. Three treatment groups including oregano oil supplementation (O) group, probiotic strain B. coagulans supplementation (P) group and common feeding (CK) group were designed, respectively. As a result, turbots showed better growth performance, increased digestion and absorption capacity, and decreased incidence rates of A. salmonicida infection in O and P groups compared with CK group. The expression levels of IL-1β, TNF-α, MHC-I and IFIH1 were significantly up-regulated in O group after 10 days of oregano oil feeding (P 2, P
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- 2022
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24. A Novel Association of the Suppressor of Cytokine Signaling 1 (SOCS1) Gene Polymorphisms in Ischemic Stroke Patients
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Qi Ma, Wenying Hou, Qianhui Zhu, Ruyou Zhang, Zongmin Li, Na-na Liu, Shuang Zhang, Litao Sun, Hui Zhang, Xiaoying Li, and Hewei Zheng
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0301 basic medicine ,medicine.medical_specialty ,Neurology ,Genotype ,Single-nucleotide polymorphism ,Disease ,Bioinformatics ,Polymorphism, Single Nucleotide ,Brain Ischemia ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Suppressor of Cytokine Signaling 1 Protein ,0302 clinical medicine ,Asian People ,Polymorphism (computer science) ,Diabetes mellitus ,Humans ,Medicine ,Genetic Predisposition to Disease ,Genetic association ,Suppressor of cytokine signaling 1 ,business.industry ,medicine.disease ,Stroke ,030104 developmental biology ,Case-Control Studies ,SOCS1 Gene ,Molecular Medicine ,business ,030217 neurology & neurosurgery - Abstract
Ischemic stroke is a common neurological disease and a leading cause of permanent disability in many countries. Recent studies provide evidence on the role of the suppressor of the cytokine signaling 1 (SOCS1) gene in the development and progression of atherosclerotic lesions. However, few studies have assessed the association between single nucleotide polymorphisms (SNPs) on SOCS1 gene and ischemic stroke. Therefore, the present study aimed to investigate the role of SOCS1 polymorphism in ischemic stroke risk in a northern Chinese Han population. We examined 475 patients with ischemic stroke and 486 normal controls. Three SNPs (rs243327, rs243330, and rs33932899) of SOCS1 gene were determined for TaqMan genotyping assays. We also classified these case samples in depth by complications with hypertension or diabetes and by ischemic stroke subtypes. When adjusting models by multiple factor analysis by logistic regression, then calculated 10,000 permutations were performed for each model to correct the multiple test. Under additive model, the rs243327 was associated with ischemic stroke with hypertension (p = 0.047). Under heterozygous model, the rs33932899 and rs243330 were significantly associated with ischemic stroke subtypes by atherosclerosis (p = 0.038, p = 0.048, respectively). In summary, our data demonstrated for the first time that the polymorphisms of the SOCS1 gene are associated with the risk of ischemic stroke in a northern Chinese Han population, suggesting that SOCS1 gene polymorphisms may play an important role in the pathogenesis of ischemic stroke.
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- 2016
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25. Selection for Cheaper Amino Acids Drives Nucleotide Usage at the Start of Translation in Eukaryotic Genes
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Puzi Jiang, Zilong He, Wei-Hua Chen, Qianhui Zhu, Songnian Hu, and Na L Gao
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chemistry.chemical_classification ,Genetics ,Nonsynonymous substitution ,0303 health sciences ,Base Composition ,Nucleotides ,Eukaryota ,Translation (biology) ,Biochemistry ,Genome ,Amino acid ,03 medical and health sciences ,Computational Mathematics ,0302 clinical medicine ,Eukaryotic translation ,chemistry ,Start codon ,Coding region ,Amino Acids ,Codon ,Molecular Biology ,Gene ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Coding regions have complex interactions among multiple selective forces, which are manifested as biases in nucleotide composition. Previous studies have revealed a decreasing GC gradient from the 5'-end to 3'-end of coding regions in various organisms. We confirmed that this gradient is universal in eukaryotic genes, but the decrease only starts from the ∼ 25th codon. This trend is mostly found in nonsynonymous (ns) sites at which the GC gradient is universal across the eukaryotic genome. Increased GC contents at ns sites result in cheaper amino acids, indicating a universal selection for energy efficiency toward the N-termini of encoded proteins. Within a genome, the decreasing GC gradient is intensified from lowly to highly expressed genes (more and more protein products), further supporting this hypothesis. This reveals a conserved selective constraint for cheaper amino acids at the translation start that drives the increased GC contents at ns sites. Elevated GC contents can facilitate transcription but result in a more stable local secondary structure around the start codon and subsequently impede translation initiation. Conversely, the GC gradients at four-fold and two-fold synonymous sites vary across species. They could decrease or increase, suggesting different constraints acting at the GC contents of different codon sites in different species. This study reveals that the overall GC contents at the translation start are consequences of complex interactions among several major biological processes that shape the nucleotide sequences, especially efficient energy usage.
- Published
- 2018
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