Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses
Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can p...
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Published in | Scientific reports Vol. 12; no. 1; p. 19599 |
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Abstract | Isodon rubescens
(Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of
I. rubescens
. Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of
I. rubescens
and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that
GADPH
,
18S
and
eIF
were stably expressed in different tissues;
UBQ, Apt,
and
HIS
;
Cycl, UBQ,
and
PP2A
;
GADPH, 18S,
and
eIF
;
eIF, UBQ,
and
PP2A; TUB, Cycl,
and
UBQ
; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA),
UBQ
,
HIS
, and
TUA; UBQ
,
eIF
and
Apt
were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of
HMGR
in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in
I. rubescens
and will be particularly useful for gene functional research in this species. |
---|---|
AbstractList | Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens. Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH, 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS; Cycl, UBQ, and PP2A; GADPH, 18S, and eIF; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ, HIS, and TUA; UBQ, eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens . Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH , 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS ; Cycl, UBQ, and PP2A ; GADPH, 18S, and eIF ; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ , HIS , and TUA; UBQ , eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. Abstract Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens. Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH, 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS; Cycl, UBQ, and PP2A; GADPH, 18S, and eIF; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ, HIS, and TUA; UBQ, eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. Abstract Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens . Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH , 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS ; Cycl, UBQ, and PP2A ; GADPH, 18S, and eIF ; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ , HIS , and TUA; UBQ , eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. |
ArticleNumber | 19599 |
Author | Lan, JinXu Lian, Conglong Chen, Suiqing Yang, Jingfan Yang, Hao Zhang, Bao Li, Jingjing Guo, Kaihua |
Author_xml | – sequence: 1 givenname: Conglong surname: Lian fullname: Lian, Conglong organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 2 givenname: Bao surname: Zhang fullname: Zhang, Bao organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 3 givenname: Jingfan surname: Yang fullname: Yang, Jingfan organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 4 givenname: JinXu surname: Lan fullname: Lan, JinXu organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 5 givenname: Hao surname: Yang fullname: Yang, Hao organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 6 givenname: Kaihua surname: Guo fullname: Guo, Kaihua organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 7 givenname: Jingjing surname: Li fullname: Li, Jingjing organization: School of Pharmacy, Henan University of Traditional Chinese Medicine – sequence: 8 givenname: Suiqing surname: Chen fullname: Chen, Suiqing email: suiqingchen@163.com organization: School of Pharmacy, Henan University of Traditional Chinese Medicine |
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CitedBy_id | crossref_primary_10_3390_genes15020210 crossref_primary_10_1007_s12298_023_01325_5 crossref_primary_10_3390_genes14030573 crossref_primary_10_1016_j_ygeno_2024_110850 crossref_primary_10_1038_s41598_024_52948_x crossref_primary_10_3390_plants13050564 crossref_primary_10_1016_j_gene_2024_148522 crossref_primary_10_1016_j_ygeno_2024_110852 crossref_primary_10_1007_s11033_024_09409_5 crossref_primary_10_1038_s41598_023_28311_x crossref_primary_10_3390_plants12030470 |
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Snippet | Isodon rubescens
(Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of... Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of... Abstract Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is... Abstract Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is... |
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SubjectTerms | 631/1647/2017 631/449/1659 Abiotic stress Abscisic acid Algorithms Biosynthesis Dehydration Dehydration - genetics Gene Expression Gene Expression Profiling - methods Gene Expression Regulation, Plant Genes, Plant Herbal medicine Humanities and Social Sciences Humans Isodon Medicinal plants multidisciplinary Real-Time Polymerase Chain Reaction - methods Reference Standards Reproducibility of Results Science Science (multidisciplinary) Sodium Chloride Statistical analysis Stress, Physiological - genetics Traditional Chinese medicine |
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Title | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
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