Evidence map›Paper›PMID 39521956›Full record

ArticlePlant communications2025

Pangenome and pantranscriptome as the new reference for gene-family characterization: A case study of basic helix-loop-helix (bHLH) genes in barley.

Cen Tong, Yong Jia, Haifei Hu, Zhanghui Zeng, Brett Chapman, Chengdao Li

Abstract read
In one paragraph

Article in Plant communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed
–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

44 citing papers in PubMed.

  1. The evolution of CaHorticulture research · 2026
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  2. Genus-Wide Pan-Genome Analysis ofPlants (Basel, Switzerland) · 2026
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  12. Genome-Wide Analysis IdentifiesCurrent issues in molecular biology · 2026
    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

6 authors.

Cen TongWestern Crop Genetic Alliance, Murdoch University, Murdoch, WA 6150, Australia; State Agricultural Biotechnology Centre (SABC), College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia.
Yong JiaWestern Crop Genetic Alliance, Murdoch University, Murdoch, WA 6150, Australia; State Agricultural Biotechnology Centre (SABC), College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia. Electronic address: y.jia@murdoch.edu.au.
Haifei HuWestern Crop Genetic Alliance, Murdoch University, Murdoch, WA 6150, Australia; State Agricultural Biotechnology Centre (SABC), College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia.
Zhanghui ZengCollege of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 311121, China.
Brett ChapmanWestern Crop Genetic Alliance, Murdoch University, Murdoch, WA 6150, Australia; State Agricultural Biotechnology Centre (SABC), College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia.
Chengdao LiWestern Crop Genetic Alliance, Murdoch University, Murdoch, WA 6150, Australia; State Agricultural Biotechnology Centre (SABC), College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA 6150, Australia; Department of Primary Industry and Regional Development, Government of Western Australia, South Perth, WA 6155, Australia; College of Agriculture, Shandong Agricultural University, TaiAn, China. Electronic address: c.li@murdoch.edu.au.

Funding

Non-US Government Research Support type
6 · The paper itself

Abstract

Genome-wide identification and comparative gene-family analyses have commonly been performed to investigate species-specific evolution linked to various traits and molecular pathways. However, most previous studies have been limited to gene screening in a single reference genome, failing to account for the gene presence/absence variations (gPAVs) in a species. Here, we propose an innovative pangenome-based approach for gene-family analyses based on orthologous gene groups (OGGs). Using the basic helix-loop-helix (bHLH) transcription factor family in barley as an example, we identified 161-176 bHLHs in 20 barley genomes, which can be classified into 201 OGGs. These 201 OGGs were further classified into 140 core, 12 softcore, 29 shell, and 20 line-specific/cloud bHLHs, revealing the complete profile of bHLH genes in barley. Using a genome-scanning approach, we overcame the genome annotation bias and identified an average of 1.5 un-annotated core bHLHs per barley genome. We found that whole-genome/segmental duplicates are predominant mechanisms contributing to the expansion of most core/softcore bHLHs, whereas dispensable bHLHs are more likely to result from small-scale duplication events. Interestingly, we noticed that the dispensable bHLHs tend to be enriched in the specific subfamilies SF13, SF27, and SF28, implying the potentially biased expansion of specific bHLHs in barley. We found that 50% of the bHLHs contain at least 1 intact transposon element (TE) within the 2-kb upstream-to-downstream region. bHLHs with copy-number variations (CNVs) have 1.48 TEs on average, significantly more than core bHLHs without CNVs (1.36), supporting a potential role of TEs in bHLH expansion. Analyses of selection pressure showed that dispensable bHLHs have experienced clear relaxation of selection compared with core bHLHs, consistent with their conservation patterns. We also integrated the pangenome data with recently available barley pantranscriptome data from 5 tissues and discovered apparent transcriptional divergence within and across bHLH subfamilies. We conclude that pangenome-based gene-family analyses can better describe the previously untapped, genuine evolutionary status of bHLHs and provide novel insights into bHLH evolution in barley. We expect that this study will inspire similar analyses in many other gene families and species.

Indexed as

Basic Helix-Loop-Helix ProteinsGenome, PlantHordeumMultigene FamilyPlant ProteinsTranscriptomePhylogenyBasic Helix-Loop-Helix ProteinsPlant Proteinsbarley pangenomebasic helix-loop-helixbHLHcore and dispensable genesgenome-wide gene-family evolutionorthologous gene grouppantranscriptome

Identifiers

PMID39521956
PMCPMC11783906

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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.