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Shi Y, Wang H, Su Z, Chen J, Xue Y, Wang S, Xue Y, He Z, Yang H, Zhou C, Kong F, Liu Y, Yang P, Lu L, Shao Q, Huang X, Xu H. Differentiation Imbalance of Th1/ Th17 in Peripheral Blood Mononuclear Cells Might Contribute to Pathogenesis of Hashimoto’s Thyroiditis. Scand J Immunol 2010; 72:250-5. [DOI: 10.1111/j.1365-3083.2010.02425.x] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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252
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Xue Y, Zhao ZQ, Wang HJ, Jin L, Liu CP, Wang Y, Li JC. Toll-like receptors 2 and 4 gene polymorphisms in a southeastern Chinese population with tuberculosis. Int J Immunogenet 2010; 37:135-8. [DOI: 10.1111/j.1744-313x.2009.00892.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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253
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Su Z, Kong F, Wang S, Chen J, Yin R, Zhou C, Zhang Y, He Z, Shi Y, Xue Y, Shi X, Lu L, Shao Q, Xu H. The rag locus of Porphyromonas gingivalis might arise from Bacteroides via horizontal gene transfer. Eur J Clin Microbiol Infect Dis 2010; 29:429-37. [PMID: 20195672 PMCID: PMC2953623 DOI: 10.1007/s10096-010-0880-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 01/05/2010] [Indexed: 11/26/2022]
Abstract
Porphyromonas gingivalis is regarded as one of the risk factors of periodontitis. P. gingivalis exhibits a wide variety of genotypes. Many insertion sequences (ISs), located in their chromosomes, made P. gingivalis differentiate into virulent and avirulent strains. In this research, we investigated the prevalence of P. gingivalis in the gingival crevicular fluid (GCF) among periodontitis patients from Zhenjiang, China, detected the P. gingivalis rag locus distributions by multiplex polymerase chain reaction (PCR), and analyzed the origin of the P. gingivalis rag locus based on evolution. There were three rag locus variants co-existing in Zhenjiang. The results showed that the rag locus may be associated with severe periodontitis. This work also firstly ascertained that the rag locus might arise, in theory, from Bacteroides sp. via horizontal gene transfer.
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Xue Y, Liao SF, Son KW, Greenwood SL, McBride BW, Boling JA, Matthews JC. Metabolic acidosis in sheep alters expression of renal and skeletal muscle amino acid enzymes and transporters1. J Anim Sci 2010; 88:707-17. [DOI: 10.2527/jas.2009-2101] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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255
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Xue Y, Zhao Z, Hong D, Zhao M, Zhang Y, Wang H, Wang Y, Li J. Lack of association between MD-2 promoter gene variants and tuberculosis. GENETICS AND MOLECULAR RESEARCH 2010; 9:1584-90. [DOI: 10.4238/vol9-3gmr771] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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256
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Sa Y, Xue Y, Jin C, Xu Y. POD-12.05: 3-Dimensional CT Reconstruction in the Diagnosis of Posterior Urethral Strictures or Distraction Diseases. Urology 2009. [DOI: 10.1016/j.urology.2009.07.1092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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257
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Xue Y, Bahlai CA, Frewin A, Sears MK, Schaafsma AW, Hallett RH. Predation by Coccinella septempunctata and Harmonia axyridis (Coleoptera: Coccinellidae) on Aphis glycines (Homoptera: Aphididae). ENVIRONMENTAL ENTOMOLOGY 2009; 38:708-14. [PMID: 19508779 DOI: 10.1603/022.038.0322] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Coccinella septempunctata L. and Harmonia axyridis Pallas are key natural enemies of soybean aphid, Aphis glycines Matsumura, in North America. Third instars, adult females, and adult males of both C. septempunctata and H. axyridis exhibited a type II functional response for predation toward adult soybean aphids at 26 +/- 1 degrees C. In C. septempunctata, the functional response curve of adult males differed from those of third instars and adult females, but there was no difference between third instars and adult females. In H. axyridis, the functional response curves of larvae, adult females, and adult males all differed significantly. Third instars and adult females consumed significantly more soybean aphids than did adult males at prey densities of 150 and 180 aphids per arena for C. septempunctata and at prey densities of 60, 90, 120, 150, and 180 aphids per arena for H. axyridis. The theoretical maximum daily predation rate of adult aphids by C. septempunctata was predicted to be 204 per third instar, 277 per adult female, and 166 per adult male, and 244, 156, and 73, respectively, for H. axyridis. Third instars and adult females of both species consumed significantly more aphids than did adult males on soybean plants with the recommended action threshold of 250 soybean aphids per plant. Both C. septempunctata and H. axyridis have high predation capacities and are important in suppressing soybean aphid populations.
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Liu W, Zhang H, Liu D, Xue Y, Huang Y, Si X. Gemcitabine in combination with intraperitoneal cisplatin in advanced hepatobiliary cancers. J Clin Oncol 2009. [DOI: 10.1200/jco.2009.27.15_suppl.e15666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e15666 Background: Standard chemotherapy for advanced hepatobiliary cancers remains undefined. This study was to observe the therapeutic effect of gemcitabine combined with intraperitoneal cisplatin for the treatment of advanced hepatobiliary cancers and analyze their toxicities. Methods: Patients with measurable hepatobiliary cancers were unrandomized into gemcitabine (GEM) + cisplatin (DDP) (GEM group) and epirubicin (EPI) + DDP (EPI group). GEM was used intravenously by infusion for 30 min with the dose to 1,000 mg/m2 on day 1 and 8; cisplatin was infused intraperitoneal with a dose of 25mg/m2 on day1, 3 and 5. Twenty-one days counted as one cycle. After 2 cycles, treatment efficacy and adverse events were evaluated according to WHO criteria. Results: A total of 76 patients were enrolled from May 2004 to May 2006, with 30 patients for EPI group and 46 patients for GEM group, and all the patients were eligible for effectiveness analysis. Among GEM group patients, there was no complete response. The partial response rate was 32.61% and clinical benefit response (CR+ PR +SD) was 67.39%. All those data mentioned above were significantly higher than that of EPI group. The main adverse re-ction was hematologic toxicity, while nonhematologic toxicity was mild. Conclusions: This study demonstrated that combination gemcitabine with intraperitoneal infusion of cisplatin was an effective and safety treatment for the patients with advanced hepatobiliary cancers. No significant financial relationships to disclose.
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Xing Z, Xue Y, Arvidson K, Mustafa K, Hellem S. In a direct contact co-culture model: effect of endothelial cells on growth and differentiation of osteogenic cells. Int J Oral Maxillofac Surg 2009. [DOI: 10.1016/j.ijom.2009.03.467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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260
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Xue Y, Wang S, Feng X. Effect of Metal Ion on the Structural Stability of Tumour Suppressor Protein p53 DNA-Binding Domain. J Biochem 2009; 146:193-200. [DOI: 10.1093/jb/mvp055] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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261
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Xue Y, Tang M, Hieda Y, Fujihara J, Takayama K, Takatsuka H, Takeshita H. High-Performance Liquid Chromatographic Determination of Chlorhexidine in Whole Blood by Solid-Phase Extraction and Kinetics Following an Intravenous Infusion in Rats. J Anal Toxicol 2009; 33:85-91. [DOI: 10.1093/jat/33.2.85] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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262
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Lei M, Xue CH, Wang YM, Li ZJ, Xue Y, Wang JF. Effect of squid ink melanin-Fe on iron deficiency anemia remission. J Food Sci 2009; 73:H207-11. [PMID: 19019117 DOI: 10.1111/j.1750-3841.2008.00930.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The present study was designed to evaluate the effect of a new iron tonic (squid ink melanin-Fe [SM-Fe]) on remission of iron deficiency anemia (IDA) using a rat model of IDA. The rat IDA model was established with low-iron diet feeding and caudal vein blooding. Then different dosages of SM-Fe were given to the rats once a day by intragastric administration, with FeSO4 and FeCl3 as positive control. The content of Hemoglobin (Hb), red blood cell (RBC), hematocrit (HCT), and mean corpuscular volume (MCV) were analyzed in addition to the contents of serum iron (SI) and intracellular free erythrocyte protoporphyrin (FEP). The content of malondialdehyde (MDA) and the activity of superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px) in serum was also measured. The results showed that anemia caused by iron deficiency was established as a consequence of the low-iron diets. SM-Fe showed an effective restoration action by returning Hb, RBC, HCT, MCV, SI, and FEP in IDA animals to normal values. An antioxidant effect was also observed that reduced MDA level, enhanced the activities of SOD and GSH-Px in serum, and protected erythrocytes from the injury of reactive oxygen species as a consequence of SM-Fe intake. In comparison with FeSO4 and FeCl3, higher bioavailability of iron and fewer side effects were also observed. In conclusion, SM-Fe remitted iron deficiency anemia symptoms significantly, suggesting that SM-Fe might contribute to improving hemopoietic function in IDA rats and might be exploited as a safe, efficient new iron tonic.
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Xue Y, Ventosa A, Wang X, Ren P, Zhou P, Ma Y. Bacillus aidingensis sp. nov., a moderately halophilic bacterium isolated from Ai-Ding salt lake in China. Int J Syst Evol Microbiol 2008; 58:2828-32. [DOI: 10.1099/ijs.0.2008/000471-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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264
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Rawlins EL, Okubo T, Que J, Xue Y, Clark C, Luo X, Hogan BLM. Epithelial stem/progenitor cells in lung postnatal growth, maintenance, and repair. COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY 2008; 73:291-5. [PMID: 19028985 DOI: 10.1101/sqb.2008.73.037] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The adult lung consists of a trachea leading into a system of branched airways ending in millions of alveolar sacs. It contains many different epithelial cell types arranged in precise patterns along the proximodistal axis. Each region of the lung has the capacity to repair through the proliferation of different epithelial cell types. However, the precise identity of the cells mediating repair is not fully resolved. To address this problem, we are using genetic lineage-labeling techniques in the mouse. The tools we have made will also be useful for understanding how progenitor cell behavior is regulated under normal and pathological conditions.
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Pan BL, Zhang YF, Suo X, Xue Y. Effect of subcutaneously administered diclazuril on the output of Eimeria species oocysts by experimentally infected rabbits. Vet Rec 2008; 162:153-5. [PMID: 18245747 DOI: 10.1136/vr.162.5.153] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The effect of subcutaneously injected diclazuril on the output of Eimeria species oocysts was studied in experimentally infected rabbits. Diclazuril was administered either prophylactically at 0.5, 1 or 2 mg/kg bodyweight two days before each rabbit was inoculated with 20,000 oocysts of a mixed-species field isolate of Eimeria or therapeutically at 1, 2 or 4 mg/kg bodyweight five days after they were inoculated. The prophylactic treatments significantly reduced (P<0.05) the output of oocysts in faeces and the numbers in the rabbits' livers at all doses. The therapeutic treatment at 4 mg/kg also caused a significant reduction (P<0.05) in oocyst shedding, but the lower doses resulted in only a moderate reduction. The shedding of the pathogenic species Eimeria stiedae, Eimeria magna, Eimeria irresidua, Eimeria flavescens, Eimeria piriformis and Eimeria intestinalis was significantly reduced (P<0.05) in all the treated groups. The burden of oocysts in the livers of the therapeutic groups (4000 to 9000) were significantly lower (P<0.05) than in the inoculated but untreated control group (23,000), but higher than in the prophylactic groups (around 1000).
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Gutiérrez MC, Castillo AM, Pagaling E, Heaphy S, Kamekura M, Xue Y, Ma Y, Cowan DA, Jones BE, Grant WD, Ventosa A. Halorubrum kocurii sp. nov., an archaeon isolated from a saline lake. Int J Syst Evol Microbiol 2008; 58:2031-5. [PMID: 18768599 DOI: 10.1099/ijs.0.65840-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A Gram-negative, non-motile, neutrophilic, rod-shaped, extremely halophilic archaeon, designated strain BG-1(T), was isolated from a salt lake, Lake Bagaejinnor, in Inner Mongolia, China. Strain BG-1(T) was able to grow at 25-55 degrees C, required at least 2.5 M NaCl for growth (with an optimum at 3.4 M NaCl) and grew at pH 6.0-9.0 (with an optimum at pH 7.5). Hypotonic treatment with less than 2.0 M NaCl caused cell lysis. Phylogenetic analysis of the almost-complete 16S rRNA gene sequence positioned the isolate within the genus Halorubrum in the family Halobacteriaceae. Strain BG-1(T) was most closely related to Halorubrum aidingense 31-hong(T) (98.8% sequence similarity), Halorubrum saccharovorum NCIMB 2081(T) (98.6%), Halorubrum lacusprofundi ACAM 34(T) (98.6%) and Halorubrum lipolyticum 9-3(T) (98.4%). However, values for DNA-DNA hybridization between strain BG-1(T) and the most closely related members of the genus Halorubrum were below 40%. Analysis of the polar lipids of strain BG-1(T) revealed the presence of mannosyl-2-sulfate-(1-4)-glycosyl-archaeol, the main glycolipid found in neutrophilic species of the genus Halorubrum. The G+C content of the genomic DNA was 69.4 mol% (T(m)). Comparison of the phenotypic characteristics of the strain with those of Halorubrum species supported the conclusion that BG-1(T) represents a novel species within this genus, for which the name Halorubrum kocurii sp. nov. is proposed. The type strain is BG-1(T) (=CECT 7322(T) =CGMCC 1.7018(T) =JCM 14978(T)).
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Krausz C, Giachini C, Xue Y, O'Bryan MK, Gromoll J, Rajpert-de Meyts E, Oliva R, Aknin-Seifer I, Erdei E, Jorgensen N, Simoni M, Ballescà JL, Levy R, Balercia G, Piomboni P, Nieschlag E, Forti G, McLachlan R, Tyler-Smith C. Phenotypic variation within European carriers of the Y-chromosomal gr/gr deletion is independent of Y-chromosomal background. J Med Genet 2008; 46:21-31. [PMID: 18782837 DOI: 10.1136/jmg.2008.059915] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Previous studies have compared sperm phenotypes between men with partial deletions within the AZFc region of the Y chromosome and non-carriers, with variable results. In this study, a separate question was investigated, the basis of the variation in sperm phenotype within gr/gr deletion carriers, which ranges from normozoospermia to azoospermia. Differences in the genes removed by independent gr/gr deletions, the occurrence of subsequent duplications or the presence of linked modifying variants elsewhere on the chromosome have been suggested as possible causal factors. This study set out to test these possibilities in a large sample of gr/gr deletion carriers with known phenotypes spanning the complete range. RESULTS In total, 169 men diagnosed with gr/gr deletions from six centres in Europe and one in Australia were studied. The DAZ and CDY1 copies retained, the presence or absence of duplications and the Y-chromosomal haplogroup were characterised. Although the study had good power to detect factors that accounted for >or=5.5% of the variation in sperm concentration, no such factor was found. A negative effect of gr/gr deletions followed by b2/b4 duplication was found within the normospermic group, which remains to be further explored in a larger study population. Finally, significant geographical differences in the frequency of different subtypes of gr/gr deletions were found, which may have relevance for the interpretation of case control studies dealing with admixed populations. CONCLUSIONS The phenotypic variation of gr/gr carriers in men of European origin is largely independent of the Y-chromosomal background.
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Carrasco IJ, Marquez MC, Xue Y, Ma Y, Cowan DA, Jones BE, Grant WD, Ventosa A. Sediminibacillus halophilus gen. nov., sp. nov., a moderately halophilic, Gram-positive bacterium from a hypersaline lake. Int J Syst Evol Microbiol 2008; 58:1961-7. [DOI: 10.1099/ijs.0.65790-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Sudhahar C, Haney R, Xue Y, Stahelin R. Cellular membranes and lipid-binding domains as attractive targets for drug development. Curr Drug Targets 2008; 9:603-13. [PMID: 18691008 PMCID: PMC5975357 DOI: 10.2174/138945008785132420] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Interdisciplinary research focused on biological membranes has revealed them as signaling and trafficking platforms for processes fundamental to life. Biomembranes harbor receptors, ion channels, lipid domains, lipid signals, and scaffolding complexes, which function to maintain cellular growth, metabolism, and homeostasis. Moreover, abnormalities in lipid metabolism attributed to genetic changes among other causes are often associated with diseases such as cancer, arthritis and diabetes. Thus, there is a need to comprehensively understand molecular events occurring within and on membranes as a means of grasping disease etiology and identifying viable targets for drug development. A rapidly expanding field in the last decade has centered on understanding membrane recruitment of peripheral proteins. This class of proteins reversibly interacts with specific lipids in a spatial and temporal fashion in crucial biological processes. Typically, recruitment of peripheral proteins to the different cellular sites is mediated by one or more modular lipid-binding domains through specific lipid recognition. Structural, computational, and experimental studies of these lipid-binding domains have demonstrated how they specifically recognize their cognate lipids and achieve subcellular localization. However, the mechanisms by which these modular domains and their host proteins are recruited to and interact with various cell membranes often vary drastically due to differences in lipid affinity, specificity, penetration as well as protein-protein and intramolecular interactions. As there is still a paucity of predictive data for peripheral protein function, these enzymes are often rigorously studied to characterize their lipid-dependent properties. This review summarizes recent progress in our understanding of how peripheral proteins are recruited to biomembranes and highlights avenues to exploit in drug development targeted at cellular membranes and/or lipid-binding proteins.
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Marquez MC, Carrasco IJ, Xue Y, Ma Y, Cowan DA, Jones BE, Grant WD, Ventosa A. Aquisalibacillus elongatus gen. nov., sp. nov., a moderately halophilic bacterium of the family Bacillaceae isolated from a saline lake. Int J Syst Evol Microbiol 2008; 58:1922-6. [DOI: 10.1099/ijs.0.65813-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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271
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Xue Y, Zhang J, Chen YM, Guan M, Zheng SG, Zou HJ. The HLA-DRB1 shared epitope is not associated with antibodies against cyclic citrullinated peptide in Chinese patients with rheumatoid arthritis. Scand J Rheumatol 2008; 37:183-7. [PMID: 18465452 DOI: 10.1080/03009740701874444] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE Rheumatoid arthritis (RA) is a destructive autoimmune polyarthritis that has been associated with a group of human leucocyte antigen (HLA)-DRB1 alleles that share a common amino-acid sequence at residues 70-74 called the shared epitope (SE). Recently, anti-cyclic citrullinated peptide (CCP) antibodies have also been reported to be associated with HLA-DR4 and have gained wide acceptance as early diagnostic markers for RA in Caucasian patients. The current study was performed to investigate whether the association between the SE (HLA-DRB1 0401/04/05/10) and anti-CCP antibodies is also present in Chinese Han patients with RA. METHODS One hundred and four RA patients and 122 healthy controls were recruited. HLA-DR4 was detected by the sequence-specific primer polymerase chain reaction (SSP-PCR) phototyping method. Anti-CCP antibodies and immunoglobulin M rheumatoid factor (IgM-RF) were measured by enzyme-linked immunosorbent assay (ELISA) and laser nephelometry, respectively. RESULTS Of the Chinese patients with RA, 76.5% exhibited anti-CCP antibodies compared with none of the controls (76.5% vs. 0%, p<0.001). The prevalence of the SE was significantly higher in patients with RA compared with controls [p = 0.010, odds ratio (OR) = 2.42, 95% confidence interval (CI) = 1.16-5.07]. Among the HLA-DR4 alleles, the presence of HLA-DRB1 0401 was significantly higher in RA patients than in controls (p = 0.0118, OR = 9.68, 95% CI = 1.13-448.8). In our study we found that the SE was not associated with production of anti-CCP antibodies (p = 0.2899, OR = 1.920, 95% CI = 0.52-8.89). CONCLUSIONS The prevalence of the SE is significantly lower in Chinese RA patients, as compared with previous reports of a study using a Caucasian cohort, indicating that distinct genetic risk factors might be associated with anti-CCP antibody production. These data emphasized the complexity of the genetic effects of the major histocompatibility complex on the RA phenotype.
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Ma XH, Wang R, Yang SY, Li ZR, Xue Y, Wei YC, Low BC, Chen YZ. Evaluation of virtual screening performance of support vector machines trained by sparsely distributed active compounds. J Chem Inf Model 2008; 48:1227-37. [PMID: 18533644 DOI: 10.1021/ci800022e] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Virtual screening performance of support vector machines (SVM) depends on the diversity of training active and inactive compounds. While diverse inactive compounds can be routinely generated, the number and diversity of known actives are typically low. We evaluated the performance of SVM trained by sparsely distributed actives in six MDDR biological target classes composed of a high number of known actives (983-1645) of high, intermediate, and low structural diversity (muscarinic M1 receptor agonists, NMDA receptor antagonists, thrombin inhibitors, HIV protease inhibitors, cephalosporins, and renin inhibitors). SVM trained by regularly sparse data sets of 100 actives show improved yields at substantially reduced false-hit rates compared to those of published studies and those of Tanimoto-based similarity searching method based on the same data sets and molecular descriptors. SVM trained by very sparse data sets of 40 actives (2.4%-4.1% of the known actives) predicted 17.5-39.5%, 23.0-48.1%, and 70.2-92.4% of the remaining 943-1605 actives in the high, intermediate, and low diversity classes, respectively, 13.8-68.7% of which are outside the training compound families. SVM predicted 99.97% and 97.1% of the 9.997 M PUBCHEM and 167K remaining MDDR compounds as inactive and 2.6%-8.3% of the 19,495-38,483 MDDR compounds similar to the known actives as active. These suggest that SVM has substantial capability in identifying novel active compounds from sparse active data sets at low false-hit rates.
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Cheng Z, Ke Y, Ding X, Wang F, Wang H, Wang W, Ahmed K, Liu Z, Xu Y, Aikhionbare F, Yan H, Liu J, Xue Y, Yu J, Powell M, Liang S, Wu Q, Reddy SE, Hu R, Huang H, Jin C, Yao X. Erratum: Functional characterization of TIP60 sumoylation in UV-irradiated DNA damage response. Oncogene 2008. [DOI: 10.1038/onc.2008.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Han LY, Ma XH, Lin HH, Jia J, Zhu F, Xue Y, Li ZR, Cao ZW, Ji ZL, Chen YZ. A support vector machines approach for virtual screening of active compounds of single and multiple mechanisms from large libraries at an improved hit-rate and enrichment factor. J Mol Graph Model 2007; 26:1276-86. [PMID: 18218332 DOI: 10.1016/j.jmgm.2007.12.002] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2007] [Revised: 12/05/2007] [Accepted: 12/05/2007] [Indexed: 01/04/2023]
Abstract
Support vector machines (SVM) and other machine-learning (ML) methods have been explored as ligand-based virtual screening (VS) tools for facilitating lead discovery. While exhibiting good hit selection performance, in screening large compound libraries, these methods tend to produce lower hit-rate than those of the best performing VS tools, partly because their training-sets contain limited spectrum of inactive compounds. We tested whether the performance of SVM can be improved by using training-sets of diverse inactive compounds. In retrospective database screening of active compounds of single mechanism (HIV protease inhibitors, DHFR inhibitors, dopamine antagonists) and multiple mechanisms (CNS active agents) from large libraries of 2.986 million compounds, the yields, hit-rates, and enrichment factors of our SVM models are 52.4-78.0%, 4.7-73.8%, and 214-10,543, respectively, compared to those of 62-95%, 0.65-35%, and 20-1200 by structure-based VS and 55-81%, 0.2-0.7%, and 110-795 by other ligand-based VS tools in screening libraries of >or=1 million compounds. The hit-rates are comparable and the enrichment factors are substantially better than the best results of other VS tools. 24.3-87.6% of the predicted hits are outside the known hit families. SVM appears to be potentially useful for facilitating lead discovery in VS of large compound libraries.
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Xue Y, Jiang L, Su N, Wang JK, Deng P, Ma JF, Zhai HQ, Wan JM. The genetic basic and fine-mapping of a stable quantitative-trait loci for aluminium tolerance in rice. PLANTA 2007; 227:255-62. [PMID: 17721709 DOI: 10.1007/s00425-007-0613-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2007] [Accepted: 08/03/2007] [Indexed: 05/16/2023]
Abstract
Aluminium (Al) toxicity is a primary cause of low rice productivity in acid soils. We have mapped a number of quantitative-trait loci (QTL) controlling Al tolerance in a recombinant inbred line population derived from a cross between the tolerant japonica cultivar Asominori and the sensitive indica cultivar IR24. Tolerance was assessed on the basis of relative root elongation. QTL were detected on chromosomes 1, 9, and 11, with the percentages of phenotypic variance explained ranging from 13.5 to 17.7%. Alleles from Asominori at all three QTL were associated with increased Al tolerance. qRRE-9 is expressed both in the genetic background of IR24 and in an Asominori/IR24-mixed background. qRRE-9 was reduced to the single recessive Mendelian factor Alt-9. High-resolution genetic and physical maps were constructed for Alt-9 in a BC(3)F(2) population of 1,043 individuals. Alt-9 maps between RM24702 and ID47-2 on chromosome 9, and co-segregates with RM5765.
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