Evidence map›Paper›PMID 31392308›Full record

ArticleBioinformatics (Oxford, England)2020

CNVRanger: association analysis of CNVs with gene expression and quantitative phenotypes.

Vinicius da Silva, Marcel Ramos, Martien Groenen, Richard Crooijmans, Anna Johansson, Luciana Regitano, Luiz Coutinho, Ralf Zimmer, Levi Waldron, Ludwig Geistlinger

Abstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Frizzled-1 amplification promotes fibrosis in the gastric tumor microenvironment through the activation of fibroblasts via the SLIT2/ROBO1 axis.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2026
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  15. Copy Number Variation onMicrobiology spectrum · 2023
    Article
  16. Article
  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Vinicius da SilvaDepartment of Animal Breeding and Genomics, Wageningen University and Research, 6708 PB Wageningen, The Netherlands.
Marcel RamosDepartment of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, NY 10027, USA.
Martien GroenenDepartment of Animal Breeding and Genomics, Wageningen University and Research, 6708 PB Wageningen, The Netherlands.
Richard CrooijmansDepartment of Animal Breeding and Genomics, Wageningen University and Research, 6708 PB Wageningen, The Netherlands.
Anna JohanssonDepartment of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Uppsala 75007, Sweden.
Luciana RegitanoEmbrapa Pecuaria Sudeste, 13560-970 São Carlos, Brazil.
Luiz CoutinhoDepartment of Animal Science, University of São Paulo, 13418-900 Piracicaba, Brazil.
Ralf ZimmerDepartment of Bioinformatics, Ludwig-Maximilians-Universität München, 80333 München, Germany.
Levi WaldronDepartment of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, NY 10027, USA.
Ludwig GeistlingerDepartment of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, NY 10027, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

summaryCopy number variation (CNV) is a major type of structural genomic variation that is increasingly studied across different species for association with diseases and production traits. Established protocols for experimental detection and computational inference of CNVs from SNP array and next-generation sequencing data are available. We present the CNVRanger R/Bioconductor package which implements a comprehensive toolbox for structured downstream analysis of CNVs. This includes functionality for summarizing individual CNV calls across a population, assessing overlap with functional genomic regions, and genome-wide association analysis with gene expression and quantitative phenotypes. AVAILABILITY AND IMPLEMENTATION: http://bioconductor.org/packages/CNVRanger.

Indexed as

DNA Copy Number VariationsGenome-Wide Association StudyComputational BiologyPhenotypePolymorphism, Single Nucleotide

Identifiers

PMID31392308
PMCPMC9887538

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.