Evidence map›Paper›PMID 38023895›Full record

ArticleFrontiers in plant science2023

Exploring the genetic landscape of nitrogen uptake in durum wheat: genome-wide characterization and expression profiling of NPF and NRT2 gene families.

Guglielmo Puccio, Rosolino Ingraffia, Dario Giambalvo, Alfonso S Frenda, Alex Harkess, Francesco Sunseri, Francesco Mercati

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.6field-weighted citation impact, top 13% 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

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Functional Insights intoPlants (Basel, Switzerland) · 2025
    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

7 authors at 4 institutions in 2 countries.

Guglielmo PuccioDepartment of Agricultural, Food and Forestry Sciences, University of Palermo, Palermo, Italy.
Rosolino IngraffiaDepartment of Agricultural, Food and Forestry Sciences, University of Palermo, Palermo, Italy.
Dario GiambalvoDepartment of Agricultural, Food and Forestry Sciences, University of Palermo, Palermo, Italy.
Alfonso S FrendaDepartment of Agricultural, Food and Forestry Sciences, University of Palermo, Palermo, Italy.
Alex HarkessHudsonAlpha Institute for Biotechnology, Huntsville, AL, United States.
Francesco SunseriInstitute of Biosciences and BioResources (IBBR), National Research Council, Palermo, Italy.
Francesco MercatiInstitute of Biosciences and BioResources (IBBR), National Research Council, Palermo, Italy.
University of Palermo · ITNational Research Council · ITHudsonAlpha Institute for Biotechnology · USUniversity of Reggio Calabria · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nitrate uptake by plants primarily relies on two gene families: Nitrate transporter 1/peptide transporter (NPF) and Nitrate transporter 2 (NRT2). Here, we extensively characterized the NPF and NRT2 families in the durum wheat genome, revealing 211 NPF and 20 NRT2 genes. The two families share many Cis Regulatory Elements (CREs) and Transcription Factor binding sites, highlighting a partially overlapping regulatory system and suggesting a coordinated response for nitrate transport and utilization. Analyzing RNA-seq data from 9 tissues and 20 cultivars, we explored expression profiles and co-expression relationships of both gene families. We observed a strong correlation between nucleotide variation and gene expression within the NRT2 gene family, implicating a shared selection mechanism operating on both coding and regulatory regions. Furthermore, NPF genes showed highly tissue-specific expression profiles, while NRT2s were mainly divided in two co-expression modules, one expressed in roots (NAR2/NRT3 dependent) and the other induced in anthers and/ovaries during maturation. Our evidences confirmed that the majority of these genes were retained after small-scale duplication events, suggesting a neo- or sub-functionalization of many NPFs and NRT2s. Altogether, these findings indicate that the expansion of these gene families in durum wheat could provide valuable genetic variability useful to identify NUE-related and candidate genes for future breeding programs in the context of low-impact and sustainable agriculture.

Indexed as

durum wheatnitrate transportersnitrogenNitrogen Use Efficiency (NUE)NPF and NRT2 familyN uptakeWeighted Gene Co-expression Network Analysis (WGCNA)

Identifiers

PMID38023895
PMCPMC10665861
OpenAlexW4388616568

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.