Evidence map›Paper›PMID 34944388›Full record

ArticleBiomolecules2021

Vitis OneGenE: A Causality-Based Approach to Generate Gene Networks in

Stefania Pilati, Giulia Malacarne, David Navarro-Payá, Gabriele Tomè, Laura Riscica, Valter Cavecchia, José Tomás Matus, Claudio Moser, Enrico Blanzieri

Open access · goldAbstract read
In one paragraph

Article in Biomolecules, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
4.4field-weighted citation impact, top 6% of its field
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

8 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. GrapevineBiomolecules · 2022
    Article
  7. Article
  8. Article
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

9 authors at 4 institutions in 2 countries.

Stefania PilatiResearch and Innovation Centre, Department of Genomics and Biology of Fruit Crops, Fondazione Edmund Mach, 38098 San Michele all'Adige, Italy.ORCID 0000-0001-7103-9613
Giulia MalacarneResearch and Innovation Centre, Department of Genomics and Biology of Fruit Crops, Fondazione Edmund Mach, 38098 San Michele all'Adige, Italy.ORCID 0000-0003-1439-5958
David Navarro-PayáInstitute for Integrative Systems Biology (I2SysBio), Universitat de València-CSIC, 46908 Paterna, Valencia, Spain.ORCID 0000-0003-1623-3039
Gabriele TomèCentre for Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy.
Laura RiscicaDepartment of Information Engineering and Computer Science, University of Trento, 38123 Trento, Italy.
Valter CavecchiaCNR-Institute of Materials for Electronics and Magnetism, 38123 Trento, Italy.
José Tomás MatusInstitute for Integrative Systems Biology (I2SysBio), Universitat de València-CSIC, 46908 Paterna, Valencia, Spain.ORCID 0000-0002-9196-1813
Claudio MoserResearch and Innovation Centre, Department of Genomics and Biology of Fruit Crops, Fondazione Edmund Mach, 38098 San Michele all'Adige, Italy.ORCID 0000-0002-9141-7850
Enrico BlanzieriDepartment of Information Engineering and Computer Science, University of Trento, 38123 Trento, Italy.
Fondazione Edmund Mach · ITUniversity of Trento · ITUniversitat de València · ESInstitute of Materials for Electronics and Magnetism · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The abundance of transcriptomic data and the development of causal inference methods have paved the way for gene network analyses in grapevine. Vitis OneGenE is a transcriptomic data mining tool that finds direct correlations between genes, thus producing association networks. As a proof of concept, the stilbene synthase gene regulatory network obtained with OneGenE has been compared with published co-expression analysis and experimental data, including cistrome data for MYB stilbenoid regulators. As a case study, the two secondary metabolism pathways of stilbenoids and lignin synthesis were explored. Several isoforms of laccase, peroxidase, and dirigent protein genes, putatively involved in the final oxidative oligomerization steps, were identified as specifically belonging to either one of these pathways. Manual curation of the predicted sequences exploiting the last available genome assembly, and the integration of phylogenetic and OneGenE analyses, identified a group of laccases exclusively present in grapevine and related to stilbenoids. Here we show how network analysis by OneGenE can accelerate knowledge discovery by suggesting new candidates for functional characterization and application in breeding programs.

Indexed as

Data MiningEvolution, MolecularGene Expression ProfilingGene Expression Regulation, PlantGene Regulatory NetworksLaccaseMultigene FamilyPhylogenyPlant ProteinsVitisLaccasePlant Proteinscausal inferencedirigent proteingene networklaccaseligninOneGenEperoxidasestilbenoidstranscriptomics

Identifiers

PMID34944388
PMCPMC8698957
OpenAlexW3216729459

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.