Evidence map›Paper›PMID 37434115›Full record

ArticleBMC bioinformatics2023

GeCoNet-Tool: a software package for gene co-expression network construction and analysis.

Junyao Kuang, Kristin Michel, Caterina Scoglio

Open access · goldAbstract read
In one paragraph

Article in BMC bioinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.8field-weighted citation impact, top 27% 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

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. The expanded immunoregulatory protease network in mosquitoes is governed by gene coexpression.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  4. 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

3 authors at 1 institution in 1 country.

Junyao KuangDepartment of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, 66506, USA. kuang@ksu.edu.
Kristin MichelDivision of Biology, Kansas State University, Manhattan, KS, 66506, USA.
Caterina ScoglioDepartment of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, 66506, USA.
Kansas State University · US

Funding

The protease network that regulates innate immunity in mosquitoesR01AI140760 · NIAID · KANSAS STATE UNIVERSITY · PI MICHEL, KRISTIN · 2018 to 2022
$2.8M
NIAID NIH HHS R01 AI140760NIH HHS R01AI140760
6 · The paper itself

Abstract

backgroundNetwork analysis is a powerful tool for studying gene regulation and identifying biological processes associated with gene function. However, constructing gene co-expression networks can be a challenging task, particularly when dealing with a large number of missing values.

resultsWe introduce GeCoNet-Tool, an integrated gene co-expression network construction and analysis tool. The tool comprises two main parts: network construction and network analysis. In the network construction part, GeCoNet-Tool offers users various options for processing gene co-expression data derived from diverse technologies. The output of the tool is an edge list with the option of weights associated with each link. In network analysis part, the user can produce a table that includes several network properties such as communities, cores, and centrality measures. With GeCoNet-Tool, users can explore and gain insights into the complex interactions between genes.

Indexed as

Gene Regulatory NetworksSoftwareco-expression networkMissing valuePearson correlation

Identifiers

PMID37434115
PMCPMC10334629
OpenAlexW4383956169

What Socratic 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 Socratic graph.