Asset Details
MbrlCatalogueTitleDetail
Do you wish to reserve the book?
Integrated 16 S rRNA and transcriptome analysis reveal molecular and microbial mechanisms of cold-tolerant germination in hulless barley
by
Ren, Panrong
, Gong, Lei
, Wang, Jie
in
16S rRNA
/ Abscisic acid
/ Animal Genetics and Genomics
/ Antioxidants
/ Barley
/ Biomedical and Life Sciences
/ Biosynthesis
/ Chloroplasts
/ Cold Temperature
/ Cold tolerance
/ Cold-tolerant germination
/ Correlation coefficient
/ Correlation coefficients
/ Crop resilience
/ Drought
/ Embryogenesis
/ Embryonic growth stage
/ Endophytes
/ Environmental aspects
/ Enzymes
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Genes
/ Genetic aspects
/ Genetic research
/ Germination
/ Germination - genetics
/ Germplasm
/ Gibberellic acid
/ Gibberellins - metabolism
/ Glutathione
/ Homeobox
/ Hordeum - genetics
/ Hordeum - growth & development
/ Hordeum - microbiology
/ Hordeum - physiology
/ Hulless barley
/ Humidity
/ Life Sciences
/ Low temperature
/ Metabolism
/ Microarrays
/ Microbial Genetics and Genomics
/ Microbiology
/ Microorganisms
/ Molecular modelling
/ Network analysis
/ Physiological aspects
/ Plant genetics
/ Plant Genetics and Genomics
/ Plant Growth Regulators - metabolism
/ Plant hormones
/ Proteomics
/ RNA
/ RNA, Ribosomal, 16S - genetics
/ rRNA
/ Seed germination
/ Seeds
/ Seeds - genetics
/ Seeds - growth & development
/ Sphingomonas
/ Temperature
/ Transcriptome
/ Transcriptomes
/ WGCNA
2025
Hey, we have placed the reservation for you!
By the way, why not check out events that you can attend while you pick your title.
You are currently in the queue to collect this book. You will be notified once it is your turn to collect the book.
Oops! Something went wrong.
Looks like we were not able to place the reservation. Kindly try again later.
Are you sure you want to remove the book from the shelf?
Integrated 16 S rRNA and transcriptome analysis reveal molecular and microbial mechanisms of cold-tolerant germination in hulless barley
by
Ren, Panrong
, Gong, Lei
, Wang, Jie
in
16S rRNA
/ Abscisic acid
/ Animal Genetics and Genomics
/ Antioxidants
/ Barley
/ Biomedical and Life Sciences
/ Biosynthesis
/ Chloroplasts
/ Cold Temperature
/ Cold tolerance
/ Cold-tolerant germination
/ Correlation coefficient
/ Correlation coefficients
/ Crop resilience
/ Drought
/ Embryogenesis
/ Embryonic growth stage
/ Endophytes
/ Environmental aspects
/ Enzymes
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Genes
/ Genetic aspects
/ Genetic research
/ Germination
/ Germination - genetics
/ Germplasm
/ Gibberellic acid
/ Gibberellins - metabolism
/ Glutathione
/ Homeobox
/ Hordeum - genetics
/ Hordeum - growth & development
/ Hordeum - microbiology
/ Hordeum - physiology
/ Hulless barley
/ Humidity
/ Life Sciences
/ Low temperature
/ Metabolism
/ Microarrays
/ Microbial Genetics and Genomics
/ Microbiology
/ Microorganisms
/ Molecular modelling
/ Network analysis
/ Physiological aspects
/ Plant genetics
/ Plant Genetics and Genomics
/ Plant Growth Regulators - metabolism
/ Plant hormones
/ Proteomics
/ RNA
/ RNA, Ribosomal, 16S - genetics
/ rRNA
/ Seed germination
/ Seeds
/ Seeds - genetics
/ Seeds - growth & development
/ Sphingomonas
/ Temperature
/ Transcriptome
/ Transcriptomes
/ WGCNA
2025
Oops! Something went wrong.
While trying to remove the title from your shelf something went wrong :( Kindly try again later!
Do you wish to request the book?
Integrated 16 S rRNA and transcriptome analysis reveal molecular and microbial mechanisms of cold-tolerant germination in hulless barley
by
Ren, Panrong
, Gong, Lei
, Wang, Jie
in
16S rRNA
/ Abscisic acid
/ Animal Genetics and Genomics
/ Antioxidants
/ Barley
/ Biomedical and Life Sciences
/ Biosynthesis
/ Chloroplasts
/ Cold Temperature
/ Cold tolerance
/ Cold-tolerant germination
/ Correlation coefficient
/ Correlation coefficients
/ Crop resilience
/ Drought
/ Embryogenesis
/ Embryonic growth stage
/ Endophytes
/ Environmental aspects
/ Enzymes
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Genes
/ Genetic aspects
/ Genetic research
/ Germination
/ Germination - genetics
/ Germplasm
/ Gibberellic acid
/ Gibberellins - metabolism
/ Glutathione
/ Homeobox
/ Hordeum - genetics
/ Hordeum - growth & development
/ Hordeum - microbiology
/ Hordeum - physiology
/ Hulless barley
/ Humidity
/ Life Sciences
/ Low temperature
/ Metabolism
/ Microarrays
/ Microbial Genetics and Genomics
/ Microbiology
/ Microorganisms
/ Molecular modelling
/ Network analysis
/ Physiological aspects
/ Plant genetics
/ Plant Genetics and Genomics
/ Plant Growth Regulators - metabolism
/ Plant hormones
/ Proteomics
/ RNA
/ RNA, Ribosomal, 16S - genetics
/ rRNA
/ Seed germination
/ Seeds
/ Seeds - genetics
/ Seeds - growth & development
/ Sphingomonas
/ Temperature
/ Transcriptome
/ Transcriptomes
/ WGCNA
2025
Please be aware that the book you have requested cannot be checked out. If you would like to checkout this book, you can reserve another copy
We have requested the book for you!
Your request is successful and it will be processed during the Library working hours. Please check the status of your request in My Requests.
Oops! Something went wrong.
Looks like we were not able to place your request. Kindly try again later.
Integrated 16 S rRNA and transcriptome analysis reveal molecular and microbial mechanisms of cold-tolerant germination in hulless barley
Journal Article
Integrated 16 S rRNA and transcriptome analysis reveal molecular and microbial mechanisms of cold-tolerant germination in hulless barley
2025
Request Book From Autostore
and Choose the Collection Method
Overview
Background
Elucidating the mechanisms underlying cold-tolerant germination is crucial for enhancing crop resilience to low temperatures. Hulless barley (
Hordeum vulgare
var.
coeleste
L.), with remarkable natural cold adaptation, serves as an ideal model to study cold stress tolerance mechanisms in gramineous crops. In this study, cold-tolerant variety 37 and cold-sensitive variety 44 were screened and used to investigate the molecular mechanisms of cold-tolerant germination, via seed germination assays, combined with phytohormone determination, transcriptome sequencing and 16 S rRNA amplicon sequencing.
Results
Low temperature significantly inhibited hulless barley seed germination: the germination rate of cold-sensitive variety 44 decreased by 69%, while that of cold-tolerant variety 37 only decreased by 2%. Transcriptome analysis identified 2,647 and 2,392 differentially expressed genes (DEGs) in variety 37 and 44, respectively. Weighted gene co-expression network analysis (WGCNA) revealed a green module significantly positively correlated with gibberellic acid (GA) content, containing 10 core genes such as
late embryogenesis abundant protein
(
LEA
) and
Homeobox
genes. 16 S rRNA sequencing showed that the cold-tolerant variety 37 had enriched abundances of dominant endophytes including
Sphingomonas
and
Pelomonas
, with correlation coefficients of 0.70 and 0.87 with GA content, respectively. Additionally, exogenous GA treatment significantly increased germination rates under cold stress by 176.67% in cold-sensitive variety 44.
Conclusions
This study confirms that the enhanced cold tolerance of hulless barley during seed germination originates from the synergistic interaction between beneficial endophytes (
Sphingomonas
,
Pelomonas
), GA, and core genes (e.g.,
LEA
,
Homeobox
). Exogenous GA application can significantly restore the germination ability of cold-sensitive varieties. These findings provide a critical theoretical basis for improving cold tolerance in hulless barley germplasm.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Animal Genetics and Genomics
/ Barley
/ Biomedical and Life Sciences
/ Drought
/ Enzymes
/ Gene Expression Regulation, Plant
/ Genes
/ Homeobox
/ Hordeum - growth & development
/ Humidity
/ Microbial Genetics and Genomics
/ Plant Growth Regulators - metabolism
/ RNA
/ RNA, Ribosomal, 16S - genetics
/ rRNA
/ Seeds
/ Seeds - growth & development
/ WGCNA
This website uses cookies to ensure you get the best experience on our website.