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Genome-wide meta-analysis identifies variants associated with platinating agent susceptibility across populations.

H E Wheeler | E R Gamazon | A L Stark | P H O'Donnell | L K Gorsic | R S Huang | N J Cox | M E Dolan
The pharmacogenomics journal | 2013

Platinating agents are used in the treatment of many cancers, yet they can induce toxicities and resistance that limit their utility. Using previously published and additional world population panels of diverse ancestry totaling 608 lymphoblastoid cell lines (LCLs), we performed meta-analyses of over 3 million single-nucleotide polymorphisms (SNPs) for both carboplatin- and cisplatin-induced cytotoxicity. The most significant SNP in the carboplatin meta-analysis is located in an intron of NBAS (neuroblastoma amplified sequence; P=5.1 × 10(-7)). The most significant SNP in the cisplatin meta-analysis is upstream of KRT16P2 (P=5.8 × 10(-7)). We also show that cisplatin-susceptibility SNPs are enriched for carboplatin-susceptibility SNPs. Most of the variants that associate with platinum-induced cytotoxicity are polymorphic across multiple world populations; therefore, they could be tested in follow-up studies in diverse clinical populations. Seven genes previously implicated in platinating agent response, including BCL2 (B-cell CLL/lymphoma 2), GSTM1 (glutathione S-transferase mu 1), GSTT1, ERCC2 and ERCC6, were also implicated in our meta-analyses.

Pubmed ID: 21844884

Research resources used in this publication

None found

Antibodies used in this publication

None found

Associated grants

  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183-02
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393
  • Agency: NCI NIH HHS, United States
    Id: P30 CA14599
  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183-01
  • Agency: NIGMS NIH HHS, United States
    Id: K08 GM089941
  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183-03
  • Agency: NCI NIH HHS, United States
    Id: P30 CA014599-35
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393-12
  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183-04
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393-13
  • Agency: NIGMS NIH HHS, United States
    Id: K08 GM089941-01
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393-09
  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183-05
  • Agency: NCI NIH HHS, United States
    Id: K12 CA139160
  • Agency: NCI NIH HHS, United States
    Id: P50 CA125183
  • Agency: NCI NIH HHS, United States
    Id: P30 CA014599
  • Agency: NIGMS NIH HHS, United States
    Id: U01GM61393
  • Agency: NIGMS NIH HHS, United States
    Id: K08GM089941
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393-11
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM061393-10

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


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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BEAGLE (tool)

RRID:SCR_001789

Software package for analysis of large-scale genetic data sets with hundreds of thousands of markers genotyped on thousands of samples. BEAGLE can * phase genotype data (i.e. infer haplotypes) for unrelated individuals, parent-offspring pairs, and parent-offspring trios. * infer sporadic missing genotype data. * impute ungenotyped markers that have been genotyped in a reference panel. * perform single marker and haplotypic association analysis. * detect genetic regions that are homozygous-by-descent in an individual or identical-by-descent in pairs of individuals. Beagle can also be used in conjunction with PRESTO, a program for fast and flexible permutation testing. PRESTO can compute empirical distributions of order statistics, analyze stratified data, and determine significance levels for one-stage and two-stage genetic association studies. BEAGLE is written in Java and runs on any computing platform with a Java version 1.6 interpreter (e.g. Windows, Unix, Linux, Solaris, Mac).

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METAL (tool)

RRID:SCR_002013

Software application designed to facilitate meta-analysis of large datasets (such as several whole genome scans) in a convenient, rapid and memory efficient manner. (entry from Genetic Analysis Software)

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MACH (tool)

RRID:SCR_009621

QTL analysis based on imputed dosages/posterior_probabilities.

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