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101.
Multi-category classification methods were used to detect SNP-mortality associations in broilers. The objective was to select a subset of whole genome SNPs associated with chick mortality. This was done by categorizing mortality rates and using a filter-wrapper feature selection procedure in each of the classification methods evaluated. Different numbers of categories (2, 3, 4, 5 and 10) and three classification algorithms (naïve Bayes classifiers, Bayesian networks and neural networks) were compared, using early and late chick mortality rates in low and high hygiene environments. Evaluation of SNPs selected by each classification method was done by predicted residual sum of squares and a significance test-related metric. A naïve Bayes classifier, coupled with discretization into two or three categories generated the SNP subset with greatest predictive ability. Further, an alternative categorization scheme, which used only two extreme portions of the empirical distribution of mortality rates, was considered. This scheme selected SNPs with greater predictive ability than those chosen by the methods described previously. Use of extreme samples seems to enhance the ability of feature selection procedures to select influential SNPs in genetic association studies. 相似文献
102.
Linda May Anita HJ van den Biggelaar David van Bodegom Hans J Meij Anton JM de Craen Joseph Amankwa Marijke Fr?lich Maris Kuningas Rudi GJ Westendorp 《Immunity & ageing : I & A》2009,6(1):7
Background-
The innate immune system plays an important role in the recognition and induction of protective responses against infectious pathogens, whilst there is increasing evidence for a role in mediating chronic inflammatory diseases at older age. Despite indications that environmental conditions can influence the senescence process of the adaptive immune system, it is not known whether the same holds true for the innate immune system. Therefore we studied whether age-related innate immune responses are similar or differ between populations living under very diverse environmental conditions. 相似文献103.
104.
105.
Davidson WS Koop BF Jones SJ Iturra P Vidal R Maass A Jonassen I Lien S Omholt SW 《Genome biology》2010,11(9):403
The International Collaboration to Sequence the Atlantic Salmon Genome (ICSASG) will produce a genome sequence that identifies
and physically maps all genes in the Atlantic salmon genome and acts as a reference sequence for other salmonids. 相似文献
106.
Steven JM Jones Janessa Laskin Yvonne Y Li Obi L Griffith Jianghong An Mikhail Bilenky Yaron S Butterfield Eric Chuah Richard Corbett Anthony Fejes Simon Chan Nancy Liao Katayoon Kasaian Malachi Griffith John Yee Montgomery Martin Michael Mayo Nataliya Melnyk Ryan D Morin Trevor J Pugh Tesa Severson Sohrab P Shah Margaret Sutcliffe Angela Tam Jefferson Terry Nina Thiessen Thomas Thomson Richard Varhol Thomas Zeng Yongjun Zhao Richard A Moore David G Huntsman Inanc Birol Martin Hirst Robert A Holt Marco A Marra 《Genome biology》2010,11(Z1):I5
107.
Steven JM Jones Janessa Laskin Yvonne Y Li Obi L Griffith Jianghong An Mikhail Bilenky Yaron S Butterfield Timothee Cezard Eric Chuah Richard Corbett Anthony P Fejes Malachi Griffith John Yee Montgomery Martin Michael Mayo Nataliya Melnyk Ryan D Morin Trevor J Pugh Tesa Severson Sohrab P Shah Margaret Sutcliffe Angela Tam Jefferson Terry Nina Thiessen Thomas Thomson Richard Varhol Thomas Zeng Yongjun Zhao Richard A Moore David G Huntsman Inanc Birol Martin Hirst Robert A Holt Marco A Marra 《Genome biology》2010,11(8):1-12
Background
Adenocarcinomas of the tongue are rare and represent the minority (20 to 25%) of salivary gland tumors affecting the tongue. We investigated the utility of massively parallel sequencing to characterize an adenocarcinoma of the tongue, before and after treatment.Results
In the pre-treatment tumor we identified 7,629 genes within regions of copy number gain. There were 1,078 genes that exhibited increased expression relative to the blood and unrelated tumors and four genes contained somatic protein-coding mutations. Our analysis suggested the tumor cells were driven by the RET oncogene. Genes whose protein products are targeted by the RET inhibitors sunitinib and sorafenib correlated with being amplified and or highly expressed. Consistent with our observations, administration of sunitinib was associated with stable disease lasting 4 months, after which the lung lesions began to grow. Administration of sorafenib and sulindac provided disease stabilization for an additional 3 months after which the cancer progressed and new lesions appeared. A recurring metastasis possessed 7,288 genes within copy number amplicons, 385 genes exhibiting increased expression relative to other tumors and 9 new somatic protein coding mutations. The observed mutations and amplifications were consistent with therapeutic resistance arising through activation of the MAPK and AKT pathways.Conclusions
We conclude that complete genomic characterization of a rare tumor has the potential to aid in clinical decision making and identifying therapeutic approaches where no established treatment protocols exist. These results also provide direct in vivo genomic evidence for mutational evolution within a tumor under drug selection and potential mechanisms of drug resistance accrual. 相似文献108.
Ori Elkayam Refael Segal Daniele Bendayan Robert van Uitert Carla Onnekink Ger JM Pruijn 《Arthritis research & therapy》2010,12(1):R12
Introduction
Patients with tuberculosis (TB) frequently produce anti-citrullinated protein antibodies (ACPA). The objective of this study is to characterize the citrulline-dependence of the ACPA reactivity in sera of patients with mycobacterium infections. 相似文献109.
Van Hamme JD Fedorak PM Foght JM Gray MR Dettman HD 《Applied and environmental microbiology》2004,70(3):1487-1493
The vacuum residue fraction of heavy crudes contributes to the viscosity of these oils. Specific microbial cleavage of C-S bonds in alkylsulfide bridges that form linkages in this fraction may result in dramatic viscosity reduction. To date, no bacterial strains have been shown conclusively to cleave C-S bonds within alkyl chains. Screening for microbes that can perform this activity was greatly facilitated by the use of a newly synthesized compound, bis-(3-pentafluorophenylpropyl)-sulfide (PFPS), as a novel sulfur source. The terminal pentafluorinated aromatic rings of PFPS preclude growth of aromatic ring-degrading bacteria but allow for selective enrichment of strains capable of cleaving C-S bonds. A unique bacterial strain, Rhodococcus sp. strain JVH1, that used PFPS as a sole sulfur source was isolated from an oil-contaminated environment. Gas chromatography-mass spectrometry analysis revealed that JVH1 oxidized PFPS to a sulfoxide and then a sulfone prior to cleaving the C-S bond to form an alcohol and, presumably, a sulfinate from which sulfur could be extracted for growth. Four known dibenzothiophene-desulfurizing strains, including Rhodococcus sp. strain IGTS8, were all unable to cleave the C-S bond in PFPS but could oxidize PFPS to the sulfone via the sulfoxide. Conversely, JVH1 was unable to oxidize dibenzothiophene but was able to use a variety of alkyl sulfides, in addition to PFPS, as sole sulfur sources. Overall, PFPS is an excellent tool for isolating bacteria capable of cleaving subterminal C-S bonds within alkyl chains. The type of desulfurization displayed by JVH1 differs significantly from previously described reaction results. 相似文献
110.
Cross-adaptation and molecular modeling study of receptor mechanisms common to four taste stimuli in humans 总被引:2,自引:2,他引:0
Psychophysical cross-adaptation experiments were performed with two
carbohydrates, sucrose (SUC) and fructose (FRU), and two sweeteners,
acesulfame-K (MOD) and dulcin (DUL). Seven subjects were asked to match
concentrations that elicited the same intensity as a sucrose reference (30
g/l). Cross-adaptation levels were calculated as the ratio of isointense
concentrations measured for a given stimulus before and under adaptation.
On average, cross-adaptation between SUC and FRU is low and apparently
reciprocal. By contrast, cross-adaptation between SUC and MOD is clearly
non-reciprocal: SUC adapts MOD significantly (24%, P < 0.005), but MOD
fails to adapt SUC (2%, P < 0.79). Significant and reciprocal
cross-enhancement is observed between DUL and MOD (approximately -20%, P
< 0.03), and also between SUC and DUL (approximately -15%, P < 0.08).
In parallel, molecular modeling of the four tastants was performed in order
to look for the 12 common binding motifs that were isolated on 14 other
tastants in a previous study. SUC and FRU each display 10 out of the 12
binding motifs, whereas DUL and MOD only display four and five distinct
motifs respectively and do not have any motif in common. Experimental
cross-adaptation levels seem to correlate well with the number of motifs
that molecules have in common. FRU and SUC share a majority of binding
motifs and correlatively show mutual cross-adaptation. Four motifs of MOD
are found among the 10 motifs of SUC, which may explain why SUC
cross-adapts MOD but not vice versa. By contrast, DUL and MOD do not share
any motif and do not cross- adapt. The various molecular mechanisms that
may be responsible for cross-adaptation and/or cross-enhancement are
discussed in light of our results.
相似文献