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Genomic Response to Vitamin D Supplementation in the Setting of a Randomized, Placebo-Controlled Trial.

Antonio J Berlanga-Taylor | Katharine Plant | Andrew Dahl | Evelyn Lau | Michael Hill | David Sims | Andreas Heger | Jonathan Emberson | Jane Armitage | Robert Clarke | Julian C Knight
EBioMedicine | 2018

Vitamin D deficiency has been associated with multiple diseases, but the causal relevance and underlying processes are not fully understood. Elucidating the mechanisms of action of drug treatments in humans is challenging, but application of functional genomic approaches in randomized trials may afford an opportunity to systematically assess molecular responses.

Pubmed ID: 29685792

Research resources used in this publication

None found

Antibodies used in this publication

None found

Associated grants

  • Agency: British Heart Foundation, United Kingdom
    Id: SP/14/3/31114
  • Agency: Medical Research Council, United Kingdom
    Id: MC_UU_12026/5
  • Agency: Medical Research Council, United Kingdom
    Id: MC_PC_15065
  • Agency: Medical Research Council, United Kingdom
    Id: MR/L01632X/1
  • Agency: Wellcome Trust, United Kingdom
  • Agency: Medical Research Council, United Kingdom
    Id: MC_U137686853
  • Agency: British Heart Foundation, United Kingdom
    Id: PG/12/32/29544
  • Agency: Wellcome Trust, United Kingdom
    Id: 204969/Z/16/Z

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This is a list of tools and resources that we have found mentioned in this publication.


Agilent Technologies (tool)

RRID:SCR_013575

Company provides laboratories worldwide with analytical instruments and supplies, clinical and diagnostic testing services, consumables, applications and expertise in life sciences and applied chemical markets.

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arrayQualityMetrics (tool)

RRID:SCR_001335

Software package that generates microarray quality metrics reports for data in Bioconductor microarray data containers (ExpressionSet, NChannelSet, AffyBatch). Reports contain both general and platform-specific sections. Both one and two color array platforms are supported.

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PLINK (tool)

RRID:SCR_001757

Open source whole genome association analysis toolset, designed to perform range of basic, large scale analyses in computationally efficient manner. Used for analysis of genotype/phenotype data. Through integration with gPLINK and Haploview, there is some support for subsequent visualization, annotation and storage of results. PLINK 1.9 is improved and second generation of the software.

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International HapMap Project (tool)

RRID:SCR_002846

THIS RESOURCE IS NO LONGER IN SERVICE, documented August 22, 2016. A multi-country collaboration among scientists and funding agencies to develop a public resource where genetic similarities and differences in human beings are identified and catalogued. Using this information, researchers will be able to find genes that affect health, disease, and individual responses to medications and environmental factors. All of the information generated by the Project will be released into the public domain. Their goal is to compare the genetic sequences of different individuals to identify chromosomal regions where genetic variants are shared. Public and private organizations in six countries are participating in the International HapMap Project. Data generated by the Project can be downloaded with minimal constraints. HapMap project related data, software, and documentation include: bulk data on genotypes, frequencies, LD data, phasing data, allocated SNPs, recombination rates and hotspots, SNP assays, Perlegen amplicons, raw data, inferred genotypes, and mitochondrial and chrY haplogroups; Generic Genome Browser software; protocols and information on assay design, genotyping and other protocols used in the project; and documentation of samples/individuals and the XML format used in the project.

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LIMMA (tool)

RRID:SCR_010943

Software package for the analysis of gene expression microarray data, especially the use of linear models for analyzing designed experiments and the assessment of differential expression.

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ggplot2 (tool)

RRID:SCR_014601

Open source software package for statistical programming language R to create plots based on grammar of graphics. Used for data visualization to break up graphs into semantic components such as scales and layers.

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MatrixEQTL (tool)

RRID:SCR_025513

Software tool for ultra fast eQTL analysis via large matrix operations.

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