Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)

Basic helix-loop-helix (bHLH) proteins are transcription factors (TFs) that have been shown to regulate anthocyanin biosynthesis in many plant species. However, the bHLH gene family in walnut (Juglans regia L.) has not yet been reported. In this study, 102 bHLH genes were identified in the walnut ge...

Full description

Bibliographic Details
Main Authors: Wei Zhao, Yonghui Liu, Lin Li, Haijun Meng, Ying Yang, Zhaobin Dong, Lei Wang, Guoliang Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.632509/full
_version_ 1819117793365196800
author Wei Zhao
Wei Zhao
Yonghui Liu
Yonghui Liu
Lin Li
Lin Li
Haijun Meng
Haijun Meng
Ying Yang
Ying Yang
Zhaobin Dong
Lei Wang
Lei Wang
Guoliang Wu
Guoliang Wu
author_facet Wei Zhao
Wei Zhao
Yonghui Liu
Yonghui Liu
Lin Li
Lin Li
Haijun Meng
Haijun Meng
Ying Yang
Ying Yang
Zhaobin Dong
Lei Wang
Lei Wang
Guoliang Wu
Guoliang Wu
author_sort Wei Zhao
collection DOAJ
description Basic helix-loop-helix (bHLH) proteins are transcription factors (TFs) that have been shown to regulate anthocyanin biosynthesis in many plant species. However, the bHLH gene family in walnut (Juglans regia L.) has not yet been reported. In this study, 102 bHLH genes were identified in the walnut genome and were classified into 15 subfamilies according to sequence similarity and phylogenetic relationships. The gene structure, conserved domains, and chromosome location of the genes were analyzed by bioinformatic methods. Gene duplication analyses revealed that 42 JrbHLHs were involved in the expansion of the walnut bHLH gene family. We also characterized cis-regulatory elements of these genes and performed Gene Ontology enrichment analysis of gene functions, and examined protein-protein interactions. Four candidate genes (JrEGL1a, JrEGL1b, JrbHLHA1, and JrbHLHA2) were found to have high homology to genes encoding bHLH TFs involved in anthocyanin biosynthesis in other plants. RNA sequencing revealed tissue- and developmental stage-specific expression profiles and distinct expression patterns of JrbHLHs according to phenotype (red vs. green leaves) and developmental stage in red walnut hybrid progeny, which were confirmed by quantitative real-time PCR analysis. All four of the candidate JrbHLH proteins localized to the nucleus, consistent with a TF function. These results provide a basis for the functional characterization of bHLH genes and investigations on the molecular mechanisms of anthocyanin biosynthesis in red walnut.
first_indexed 2024-12-22T05:38:38Z
format Article
id doaj.art-64095a35fca940a2b41b935aebbd1549
institution Directory Open Access Journal
issn 1664-8021
language English
last_indexed 2024-12-22T05:38:38Z
publishDate 2021-02-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Genetics
spelling doaj.art-64095a35fca940a2b41b935aebbd15492022-12-21T18:37:16ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-02-011210.3389/fgene.2021.632509632509Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)Wei Zhao0Wei Zhao1Yonghui Liu2Yonghui Liu3Lin Li4Lin Li5Haijun Meng6Haijun Meng7Ying Yang8Ying Yang9Zhaobin Dong10Lei Wang11Lei Wang12Guoliang Wu13Guoliang Wu14College of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaShangluo Shengda Industrial Co., Ltd., Luonan, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaCollege of Horticulture, Henan Agricultural University, Zhengzhou, ChinaHenan Key Laboratory of Fruit and Cucurbit Biology, Zhengzhou, ChinaBasic helix-loop-helix (bHLH) proteins are transcription factors (TFs) that have been shown to regulate anthocyanin biosynthesis in many plant species. However, the bHLH gene family in walnut (Juglans regia L.) has not yet been reported. In this study, 102 bHLH genes were identified in the walnut genome and were classified into 15 subfamilies according to sequence similarity and phylogenetic relationships. The gene structure, conserved domains, and chromosome location of the genes were analyzed by bioinformatic methods. Gene duplication analyses revealed that 42 JrbHLHs were involved in the expansion of the walnut bHLH gene family. We also characterized cis-regulatory elements of these genes and performed Gene Ontology enrichment analysis of gene functions, and examined protein-protein interactions. Four candidate genes (JrEGL1a, JrEGL1b, JrbHLHA1, and JrbHLHA2) were found to have high homology to genes encoding bHLH TFs involved in anthocyanin biosynthesis in other plants. RNA sequencing revealed tissue- and developmental stage-specific expression profiles and distinct expression patterns of JrbHLHs according to phenotype (red vs. green leaves) and developmental stage in red walnut hybrid progeny, which were confirmed by quantitative real-time PCR analysis. All four of the candidate JrbHLH proteins localized to the nucleus, consistent with a TF function. These results provide a basis for the functional characterization of bHLH genes and investigations on the molecular mechanisms of anthocyanin biosynthesis in red walnut.https://www.frontiersin.org/articles/10.3389/fgene.2021.632509/fullred walnutbHLH transcription factorsanthocyanin biosynthesisgenome-wide identificationgene expression
spellingShingle Wei Zhao
Wei Zhao
Yonghui Liu
Yonghui Liu
Lin Li
Lin Li
Haijun Meng
Haijun Meng
Ying Yang
Ying Yang
Zhaobin Dong
Lei Wang
Lei Wang
Guoliang Wu
Guoliang Wu
Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
Frontiers in Genetics
red walnut
bHLH transcription factors
anthocyanin biosynthesis
genome-wide identification
gene expression
title Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
title_full Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
title_fullStr Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
title_full_unstemmed Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
title_short Genome-Wide Identification and Characterization of bHLH Transcription Factors Related to Anthocyanin Biosynthesis in Red Walnut (Juglans regia L.)
title_sort genome wide identification and characterization of bhlh transcription factors related to anthocyanin biosynthesis in red walnut juglans regia l
topic red walnut
bHLH transcription factors
anthocyanin biosynthesis
genome-wide identification
gene expression
url https://www.frontiersin.org/articles/10.3389/fgene.2021.632509/full
work_keys_str_mv AT weizhao genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT weizhao genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT yonghuiliu genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT yonghuiliu genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT linli genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT linli genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT haijunmeng genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT haijunmeng genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT yingyang genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT yingyang genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT zhaobindong genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT leiwang genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT leiwang genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT guoliangwu genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial
AT guoliangwu genomewideidentificationandcharacterizationofbhlhtranscriptionfactorsrelatedtoanthocyaninbiosynthesisinredwalnutjuglansregial