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Distinguish Dianthus species or varieties based on chloroplast genomes

  • Dong Meng , Liu Yang , Zhao Yunlin , Yang Guiyan , Chen Shuwen and Xu Zhenggang EMAIL logo
Published/Copyright: November 28, 2023

Abstract

Most plants belonging to the widely distributed genus Dianthus are used for gardening. Interspecific hybridization of different Dianthus species leads to blurred genetic backgrounds. To obtain more genomic resources and understand the phylogenetic relationships among Dianthus species, the chloroplast genomes of 12 Dianthus species, including nine Dianthus gratianopolitanus varieties, were analyzed. The chloroplast genomes of these 12 species exhibited similar sizes (149,474–149,735 bp), with Dianthus caryophyllus having a chloroplast genome size of 149,604 bp marked by a significant contraction in inverted repeats. In the chloroplast genome of Dianthus, we identified 124–126 annotated genes, including 83–84 protein-coding genes. Notably, D. caryophyllus had 83 protein-coding genes but lacked rpl2. The repeat sequences of the chloroplast genome were consistent among species, and variations in the sequence were limited and not prominent. However, notable gene replacements were observed in the boundary region. Phylogenetic analysis of Dianthus indicated that D. caryophyllus and D. gratianopolitanus were most closely related, suggesting that the degree of variation within nine Dianthus varieties was no less than the variation observed between species. These differences provide a theoretical foundation for a more comprehensive understanding of the diversity within Dianthus species.

1 Introduction

Dianthus is a genus comprising approximately 300 species in the Caryophyllaceae family. Species within this genus are widely distributed across Europe and Asia, particularly in the Mediterranean region, as well as in America and Africa [1]. Several species, notably Dianthus caryophyllus L., D. barbatus Linn., D. chinensis L., D. plumarius L., and D. superbus L., find extensive use in horticulture because of their beautiful flowers [1]. Moreover, many Dianthus species have been used in traditional Chinese medicine [2]. Two novel triterpenoid saponins with antimicrobial activity have been isolated from D. erinaceus Boiss. [3]. Furthermore, recent years have witnessed progress in research on Dianthus species, encompassing investigations into their morphological structure [4], molecular markers [5,6], environmental adaptation [7], and breeding techniques [1,8]. Because of the extensive utilization of Dianthus plants, the most commercially vital cultivars are hybrids that undergo vegetative propagation, and there has also been the development of transgenic varieties [8,9]. The use of advanced breeding technologies has expanded the diversity of Dianthus species, resulting in challenges when distinguishing these variations. This study underscores that morphological traits are the least effective means of identification, emphasizing the necessity for genetic markers in this regard [5].

Chloroplasts are vital organelles within green plant cells, closely involved in processes such as photosynthesis, carbon fixation, amino acid synthesis, and various other cellular functions [10]. In recent years, chloroplast DNA (CpDNA) has garnered increasing attention. According to the endosymbiotic theory, CpDNA is assumed to have originated from primordial photosynthetic prokaryotic cells associated with cyanobacteria [11]. CpDNA typically exhibits four regions: one large single-copy (LSC) region, one small single-copy (SSC) region, and a pair of inverted repeats (IRa and IRb) [12]. The absence of IRs in CpDNA is also widespread in many species, such as Vicia sepium [13]. CpDNA has single-parent genetic characteristics. Previous studies have shown that most gymnosperms inherit their chloroplasts paternally [14], whereas in angiosperms, chloroplast inheritance is primarily maternal [15]. Because of the lower replacement rates of CpDNA than that of nuclear genomes, CpDNA is frequently employed in the construction of evolutionary trees [16,17]. Extensive gene exchange occurs between the chloroplast genome, mitochondrial genome, and nuclear genomes, further diversifying the functions of chloroplasts [1820]. The expression of genes encoded by CpDNA largely depends on a comprehensive set of factors of nuclear origin [21]. In recent years, CpDNA has been used to distinguish closely related species via comparative analysis [2226].

D. caryophyllus, commonly known as carnation, is one the best-known species within the Dianthus genus [27]. The flowers of D. caryophyllus are renowned for their vibrant colors with strong aromas, including red, white, yellow, and green. The original natural flower color is a bright, pinkish-purple. They not only have ornamental value as cut flowers but also have medicinal properties. Our research team reported the characteristic CpDNA of D. caryophyllus, which is 147,604 bp long [28]. D. gratianopolitanus Vill., an endangered plant species, has a highly fragmented distribution range comprising numerous isolated populations [29]. To date, nine CpDNA sequences of D. gratianopolitanus varieties have been listed in the National Center for Biotechnology Information Database (https://www.ncbi.nlm.nih.gov/). However, there have been limited studies focusing on the genetic relationships and phylogenesis of Dianthus species. To explore the genetic characteristics of Dianthus species, a comprehensive comparison of CpDNA was conducted among different species and varieties of Dianthus. This study aims to test the hypothesis that differences in CpDNA characteristics among different species are greater than those among different varieties. The results of this study will not only enhance our understanding of the chloroplast genome characteristics of Dianthus but also provide valuable insights into their genetic diversity.

2 Materials and methods

2.1 Data collection and structure comparison

The CpDNA of D. caryophyllus was previously sequenced and published by our research team, under the accession number MG989277 [28]. A circular diagram was generated using OGDRAW 1.31 [30]. Similarly, 11 other Dianthus species were selected based on their nucleotide sequence similarity score using a BLAST search (https://blast.ncbi.nlm.nih.gov/). These species include D. gratianopolitanus (dg1602), D. gratianopolitanus (dg1869), D. gratianopolitanus (dg3051), D. gratianopolitanus (dg2134), D. gratianopolitanus (dg1856), D. gratianopolitanus (dg2769), D. gratianopolitanus (dg1255), D. gratianopolitanus (dg1370), D. gratianopolitanus (dg2868), D. longicalyx Miq., and D. moravicus Kovanda. The accession numbers for the CpDNA of all these plants are listed in Table 1. The GC content and length of the CpDNA as well as the LSC, SSC, and IR regions of these 12 species were calculated using BioEdit V7.0 [31]. The number of protein-coding genes was counted. Structural variations were detected using mVista in the shuffle-LAGAN model [32]. The sequences were visually checked for their identity using BLAST Ring Image Generator by aligning the 12 Dianthus species genomes with D. caryophyllus as a reference [33]. Simultaneous visual comparisons of the IR/LSC and IR/SSC border regions of the CpDNA from nine species were conducted using the drawing software Visio 2013, following the method described by Zhang et al. [34].

Table 1

Summary of chloroplast genomic for D. caryophyllus and other 11 Dianthus plants

Species (accession number) LSC SSC IR Total Protein-coding genes
Length (bp) GC (%) Length (%) Length (bp) GC (%) Length (%) Length (bp) GC (%) Length (%) Length (bp) GC (%)
D. caryophyllus (MG989277) 84,774 34.13 57.43 17,100 29.77 11.59 22,865 42.78 15.49 149,604 36.30 83
D. gratianopolitanus dg1602 (LN877389) 82,954 33.98 55.40 17,123 29.75 11.44 24,829 42.44 16.58 149,735 36.30 84
D. gratianopolitanus dg1869 (LN877391) 82,938 33.97 55.39 17,168 29.66 11.47 24,809 42.44 16.57 149,724 36.29 84
D. gratianopolitanus dg3051 (LN877395) 82,959 33.98 55.43 17,121 29.77 11.44 24,795 42.46 16.57 149,670 36.31 84
D. gratianopolitanus dg2134 (LN877392) 82,906 33.99 55.39 17,131 29.69 11.45 24,814 42.44 16.58 149,665 36.30 84
D. gratianopolitanus dg1856 (LN877390) 82,945 33.99 55.42 17,117 29.77 11.44 24,800 42.45 16.57 149,662 36.31 84
D. gratianopolitanus dg2769 (LN877393) 82,871 34.01 55.40 17,095 29.83 11.43 24,815 42.45 16.59 149,596 36.33 84
D. gratianopolitanus dg1255 (LN877387) 82,831 34.01 55.37 17,138 29.81 11.46 24,808 42.45 16.58 149,585 36.33 84
D. gratianopolitanus dg1370 (LN877388) 82,805 34.02 55.38 17,120 29.70 11.45 24,793 42.45 16.58 149,511 36.32 84
D. gratianopolitanus dg2868 (LN877394) 82,768 34.03 55.37 17,118 29.71 11.45 24,794 42.45 16.59 149,474 36.33 84
D. longicalyx (MT001881) 82,804 34.04 55.37 17,127 29.78 11.45 24,804 42.44 16.59 149,539 36.34 84
D. moravicus (LN877396) 82,756 34.01 55.35 17,122 29.77 11.45 24,823 42.45 16.60 149,524 36.33 84

2.2 Analysis of simple sequence repeats (SSRs) and long repeat sequences

Repeat sequences are either identical or complementary, and occur repeatedly at different positions within the genome. Forward, reverse, complementary, and palindromic repeat sequences in CpDNA were predicted using REPuter software, with the minimal repeat size set to 20 bp [35]. Simultaneously, SSRs, also known as microsatellite repeat sequence were detected in the CpDNA of these plants, including hexanucleotide SSRs, using MISA (https://webblast.ipk-gatersleben.de/misa/) [36]. The minimum repeat units of genes were set as 10, 4, 4, 3, 3, and 3 for mononucleotide, dinucleotide, trinucleotide, tetranucleotide, pentanucleotide, and hexanucleotide unit sizes, respectively (Table 2).

Table 2

List of genes encoded by D. caryophyllus chloroplast genome

Group of genes Gene names
Photosystem I psaA, psaB, psaC, psaI, psaJ
Photosystem II psbA, psbB, psbC, psbD, psbE, psbF, psbH, psbI, psbJ, psbK, psbL, psbM, psbN, psbT, psbZ
Cytochrome b/f complex petA, petB, petD, petG, petL, petN
ATP synthase atpA, atpB, atpE, atpF (a), atpH, atpI
NADH dehydrogenase ndhA (a), ndhB (×2) (a), ndhC, ndhD, ndhE, ndhF, ndhG, ndhH, ndhI, ndhJ, ndhK
RubisCO large subunit rbcL
RNA polymerase rpoA, rpoB, rpoC1 (a), rpoC2
Ribosomal proteins (SSU) rps11, rps12 (×2), rps14, rps15, rps16, rps18, rps19, rps2, rps3, rps4, rps7 (×2), rps8
Ribosomal proteins (LSU) rpl14, rpl16, rpl2 (a), rpl20, rpl22, rpl32, rpl33, rpl36
Proteins of unknown function ycf1 (×2) (a), ycf2 (×2), ycf3 (b), ycf4
Transfer RNAs trnA-UGC (×2), trnC-GCA, trnD-GUC, trnE-UUC, trnF-GAA, trnfM-CAU, trnG-UCC, trnH-GUG, trnI-GAU (×2), trnK-UUU, trnL-CAA (×2), trnL-UAA,trnL-UAG, trnM-CAU, trnN-GUU (×2), trnP-UGG, trnQ-UUG, trnR-ACG (×2), trnR-UCU, trnS-GCU, trnS-GGA, trnS-UGA, trnT-GGU, trnT-UGU, trnV-GAC (×2), trnV-UAC, trnY-GUA, trnY-GUA
Ribosomal RNAs rrn16 (×2), rrn23 (×2), rrn4.5 (×2), rrn5 (×2)
Other genes infA, matK, clpP (b), accD, ccsA, cemA

Note: (×2) means two gene copies; (a) means gene containing a single intron; (b) means gene containing two introns.

2.3 Analysis of codon usage bias

Codon usage bias reflects the balance between mutation bias and natural selection. In this study, we described the codon usage bias of CpDNA in all 12 selected plants using the relatively synonymous codon usage (RSCU) values, which were determined using DAMBE software [37]. An RSCU value of 1.00 indicated that the codons had no usage bias, whereas a value greater than 1.00 indicated a higher than expected usage frequency of the codon. To illustrate the distribution of codon usage preferences among these plants more clearly and intuitively, a heatmap based on the RSCU values using HemI software (version 1.0) was constructed [38].

2.4 Analysis of molecular evolution

Ka/Ks represents the ratio between the number of nonsynonymous substitutions per non-synonymous site (Ka) and the number of synonymous substitutions per synonymous site (Ks) in two protein-coding genes. It is used to determine whether there is selective pressure on the protein-coding gene [17]. If Ka/Ks > 1, the gene is considered to have undergone positive selection. If Ka/Ks = 1, the gene is considered to have evolved neutrally. If Ka/Ks < 1, the gene is considered to have undergone purify selection. Ka/Ks was calculated using D. caryophyllus as the reference, and the DnaSP v5 software was employed [39].

2.5 Phylogenetic analysis

The MEGA 7 software was employed to construct the phylogenetic tree using the neighbor-joining method, which is a simplified version of the minimal evolution method, for the aforementioned 12 CpDNAs [40]. The Kimura two-parameter model was selected using the corrected Akaike information criterion, and the bootstrap number was set to 100,000. The minimum value of the sum of all branches (S) was used as an estimate of the correct phylogenetic tree.

3 Results and discussion

3.1 CpDNA characteristics of Dianthus species

A comparison of the nine different varieties of D. gratianopolitanus revealed that although there were similarities in genome length, GC content, and the number of CpDNA genes, some differences persisted (Table 1). The CpDNA lengths of these nine varieties ranged from 149,474 bp (D. gratianopolitanus dg2868) to 149,735 bp (D. gratianopolitanus dg1602), with minimal variation. Moreover, the GC content of the nine CpDNAs ranged from 36.29 to 36.33%, with the IR regions showing relatively high GC content. D. gratianopolitanus (dg1869) had 124 genes, whereas the other eight varieties had 125 genes. All D. gratianopolitanus varieties contained 84 protein-encoding genes. It is worth mentioning that although the IR region of D. caryophyllus was the shortest in all 12 CpDNA, it exhibited the highest GC content. D. caryophyllus had the lowest number of protein-coding genes, totaling 83, and lacked the rpl2 gene. Conversely, the largest number of genes was observed for D. longicalyx, with 126 genes.

3.2 Comparative genomic analysis of the Dianthus complete chloroplast genomes

Via multiple sequence alignment analysis of the nine D. gratianopolitanus varieties (Figure 1), we observed significant deviations primarily in the conserved non-coding sequences (CNS), tRNA, and rRNA. Notably, variant sites in the protein-coding sequences were primarily concentrated in the atpF gene in D. gratianopolitanus (dg1255) and D. gratianopolitanus (dg1370), the ycf3 and petD genes in D. gratianopolitanus (dg3051), and the clpP gene in D. gratianopolitanus (dg1602) and D. gratianopolitanus (dg2868). Compared to the protein-coding sequence of D. caryophyllus, which exhibited notable distinctions in clpP, atpF, ycf3, the most significant divergence was observed in rpl16. Analyzed accessions of other 11 Dianthus species displayed conspicuous deletions in these gene. Overall, the dissimilarities between D. caryophyllus and D. gratianopolitanus (dg1869) were relatively minor, and their gene sequences are high degree of similarity. A comparative circular graph visually highlights the presence of genes, deletions, and sequence variations. The results indicate a high degree of sequence conservation, among the genomes (Figure 2).

Figure 1 
                  Circular map of the chloroplast genome of the D. caryophyllus. Genes drawn within the circle are transcribed clockwise, while genes drawn outside are transcribed counterclockwise. Genes belonging to different functional groups are color coded. Dark bold lines show inverted repeats (IRa, and IRb). The dashed area in the inner circle indicates GC content in the chloroplast genome. The map is drawn by OGDRAW.
Figure 1

Circular map of the chloroplast genome of the D. caryophyllus. Genes drawn within the circle are transcribed clockwise, while genes drawn outside are transcribed counterclockwise. Genes belonging to different functional groups are color coded. Dark bold lines show inverted repeats (IRa, and IRb). The dashed area in the inner circle indicates GC content in the chloroplast genome. The map is drawn by OGDRAW.

Figure 2 
                  Visual alignments of chloroplast genome sequences using the D. caryophyllus as the reference genomes. Arrows indicate the annotated genes and their transcriptional direction, and genome regions are color coded as exon, tRNA or rRNA, CNS (conserved non-coding sequences), and mRNA.
Figure 2

Visual alignments of chloroplast genome sequences using the D. caryophyllus as the reference genomes. Arrows indicate the annotated genes and their transcriptional direction, and genome regions are color coded as exon, tRNA or rRNA, CNS (conserved non-coding sequences), and mRNA.

Comparing the genes at the boundaries of the LSC, SSC, and IR regions (Figure 3), it becomes evident that the most significant difference among the nine D. gratianopolitanus varieties lies in the psbA (1,062 bp) within the LSC region of D. gratianopolitanus (dg1869). This same position was observed for trnH in eight other varieties. Although there were minor variations in the CpDNA of the nine D. gratianopolitanus species, overall, the CpDNA exhibited a high degree of conservation.

Figure 3 
                  Comparative circle graph of similarity of the chloroplast genome sequences. The central ring represents the D. caryophyllus as the reference genome. There are 11 close related species plants from the inside to the outside. The outermost circle is the protein-coding gene of the D. caryophyllus.
Figure 3

Comparative circle graph of similarity of the chloroplast genome sequences. The central ring represents the D. caryophyllus as the reference genome. There are 11 close related species plants from the inside to the outside. The outermost circle is the protein-coding gene of the D. caryophyllus.

Figure 3 also highlights substantial differences between D. caryophyllus and the other 11 species in terms of genes at the boundaries of different regions. Notably, the LSC/IRa junction features ycf2, whereas rps19 occupied this position in the other 11 species and had a similar segmentation length. In the IRb/LSC junctions, a duplicated ycf2 gene replaces the rpl2 gene, whereas the rpl2 gene appears at the same connections as in other species. The ycf1 gene in the IRb region is slightly longer in D. caryophyllus, differing by just 3 bp among the other 11 analyzed accessions chloroplast genomes (Figure 4).

Figure 4 
                  Comparison of the junctions of the four different constituent sequences in the chloroplast genome.
Figure 4

Comparison of the junctions of the four different constituent sequences in the chloroplast genome.

3.3 Repeat sequence features

Repeat sequence analysis was conducted on the CpDNA of the nine D. gratianopolitanus varieties, resulting in the identification of 49, 49, 49, 49, 49, 49, 42, 44, and 42 repeat sequences, respectively. These numbers were similar to those found in D. longicalyx (49) and D. moravicus (47) but were generally higher than those of the reference species, D. caryophyllus, which had only 42 repeat sequences (Figure 5a). Not all species contain all four types of repeat sequences. For instance, D. caryophyllus had only 10 forward, 20 palindromic, and 12 reverse repeat sequences. Only five species contained a very limited number of complementary repeat sequences, with D. gratianopolitanus (dg2769) having the most, but still only up to four. In contrast, the average numbers of forward, reverse, and palindromic repeats detected in the 12 CpDNAs were as high as 14, 12, and 20, respectively. As depicted in Figure 5b–d, palindromic repeat sequences were the most numerous, followed by forward and reverse repeats. Additionally, the sequence length of palindromic, forward, and reverse repeats was primarily concentrated in the 20–29 bp, followed by the 30–39 bp range. Repeat sequences longer than 59 bp, which are exclusively forward repeated sequences, were detected in D. gratianopolitanus (dg1602) and D. gratianopolitanus (dg3051).

Figure 5 
                  Long repeat sequence analysis in the chloroplast genome: (a) number of four different directions, (b) number of the palindrome directions repeat length, (c) number of the forward directions repeat length, and (d) number of the reverse directions repeat length.
Figure 5

Long repeat sequence analysis in the chloroplast genome: (a) number of four different directions, (b) number of the palindrome directions repeat length, (c) number of the forward directions repeat length, and (d) number of the reverse directions repeat length.

SSR analysis identified a total of 134 SSRs with 13 combined types in D. caryophyllus CpDNA (Figure 6a). Among these 134 SSRs, 55 mononucleotide, 56 dinucleotide, 8 trinucleotide, 12 tetranucleotide, and 3 pentanucleotide repeats but no hexanucleotide repeats were detected. Furthermore, the frequencies of short polyadenine or polythymine repeats were significantly higher than those of tandem cytosine (C) or guanine (G) repeats. The most frequent composed dinucleotide repeat was AT/TA. In addition, the CpDNA of the nine D. gratianopolitanus varieties contained 142, 150, 141, 149, 144, 142, 140, 146, and 146 SSRs, which were similar in number to those in D. longicalyx (145) and D. moravicus (147). Among the six types of SSR sequences in the 12 species, mononucleotide and dinucleotide repeats were the most common, with the largest numbers ranging from 55 to 67 (Figure 6b). The numbers of trinucleotide and tetranucleotide repeats were similar, whereas pentanucleotide repeats were less frequent, with each species averaging only approximately four. Hexanucleotide repeats were detected in the CpDNA of only four species, with each species having only one, except for D. caryophyllus, which did not contain any hexanucleotide repeats.

Figure 6 
                  Comparison of the repeat sequence features of the chloroplast genome. (a) SSR types and corresponding cumulative frequency in D. caryophyllus. (b) Differences of the chloroplast genomic SSR between D. caryophyllus and other 11 close related species.
Figure 6

Comparison of the repeat sequence features of the chloroplast genome. (a) SSR types and corresponding cumulative frequency in D. caryophyllus. (b) Differences of the chloroplast genomic SSR between D. caryophyllus and other 11 close related species.

3.4 Codon usage

The codon usage bias of the 20 amino acids and stop codons in D. caryophyllus is depicted by the RSCU value (Figure 7). The RSCU value of each synonymous codon exhibited significant variation. Nearly all of the amino acids in protein-coding regions contained synonymous codons, except methionine and tryptophan. Among these, arginine and leucine displayed the highest codon usage preferences, with identical RSCU values, followed by serine. The heat map of all 12 species reveals variations in codon usage preferences between species and varieties (Figure 8). Notably, more than half of the codons exhibited RSCU values greater than 1. Additionally, we observed a preference for codons ending with A or U over those ending with C or G.

Figure 7 
                  RSCU value of amino acid and stop codon in the chloroplast genome of D. caryophyllus. The color of the histogram corresponds to the color of the codon.
Figure 7

RSCU value of amino acid and stop codon in the chloroplast genome of D. caryophyllus. The color of the histogram corresponds to the color of the codon.

Figure 8 
                  Heat map of codons usage of 12 species. Different colors represent different RSCU values, red indicates a higher RSCU value and blue indicates a lower RSCU value.
Figure 8

Heat map of codons usage of 12 species. Different colors represent different RSCU values, red indicates a higher RSCU value and blue indicates a lower RSCU value.

3.5 Evolutionary rate analyses

In the evolutionary comparison of protein-coding genes with these 11 species (Figure 9), we observed that the Ka/Ks ratios among the nine D. gratianopolitanus varieties were similar. A significant proportion of protein-coding genes had Ka/Ks ratios less than 1, indicating that the non-synonymous sites were fewer than the synonymous sites, and these protein-coding genes underwent purify selection. Among all these species, only four genes (atpB, ndhF, psbB, and ycf1) had a value greater than 1, indicating positive selection. Comparatively, the ccsA of D. moravicus had a ratio greater than 1, whereas the ratios of the other species were slightly less than 1. A similar pattern was observed for rpoC2 of D. gratianopolitanus (dg1869) and D. gratianopolitanus (dg2134). Additionally, none of the protein-coding genes exhibited evidence of neutral evolution. Worth noting is that the Ka/Ks ratios of rpoA, associated with RNA polymerases in D. gratianopolitanus (dg1602), D. gratianopolitanus (dg3051), and D. gratianopolitanus (dg2769) varieties were notably high, indicating strong positive selection.

Figure 9 
                  Ka/Ks comparison of protein genes with selective stress. The Ka/Ks values of other unlisted genes are zero.
Figure 9

Ka/Ks comparison of protein genes with selective stress. The Ka/Ks values of other unlisted genes are zero.

3.6 Phylogenetic analysis

Phylogenetic analysis is a common method for studying species evolution and phylogenetic classification, forming the core of our understanding of biodiversity, evolution, and genomics. The phylogenetic tree divided these species into three major evolutionary branches (Figure 9). Specifically, D. gratianopolitanus (dg2134), D. gratianopolitanus (dg1370), D. gratianopolitanus (dg2868), and D. longicalyx formed one evolutionary branch, with a 100% bootstrap value. Meanwhile, D. caryophyllus and D. gratianopolitanus (dg1869) were divided into two main branches that diverged from another evolutionary branch. Similar to the trend of the RSCU cluster trend, although most plants within a species exhibited similarity, some plants showed closer evolutionary relationships between species (Figure 10).

Figure 10 
                  Phylogenetic analysis of the D. caryophyllus and 11 close relationship species by neighbor-joining method. The number indicates the NJ bootstrap value. The ruler indicates the genetic distance.
Figure 10

Phylogenetic analysis of the D. caryophyllus and 11 close relationship species by neighbor-joining method. The number indicates the NJ bootstrap value. The ruler indicates the genetic distance.

4 Conclusion

In this study, we analyzed the structure, size, number, and type of genes and the codon usage and repeat sequences of CpDNA for 12 Dianthus species, including nine different varieties of D. gratianopolitanus. The size and GC content of CpDNA were similar among Dianthus species. Notably, D. caryophyllus had the smallest cpDNA, with significant contraction, but possessed the largest LSC region. D. caryophyllus was an exception, having 83 protein-coding genes because of the lack of the rpl2 gene, whereas the other 11 species had all 84 protein-coding genes. Comparative analysis showed that the 12 CpDNAs of Dianthus species were highly conserved and that only a few sites of subtle variation existed. Gene analysis of the boundary regions showed that there were evident differences in the genes. The hypothesis is not supported by the data, as the differences within species were not less than the intra-species differences. More CpDNA data from Dianthus plants may be needed to explore molecular markers for distinguishing between different species.


# These authors contributed equally to this work.


Acknowledgements

The authors are grateful to Zhang Wan, Li Chaoyang, and Peng Jiao for their insightful assistance in writing this manuscript. They would like to thank Editage (www.editage.cn) for English language editing.

  1. Funding information: This research was funded by the Natural Science Foundation of Hunan Province (2022JJ50264), the Research Foundation of the Education Bureau of Hunan Province (21B0711, 21C0664), and the Key Projects of the National Forestry and Grassland Bureau (201801).

  2. Author contributions: Liu Yang, Xu Zhenggang, Yang Guiyan, and Zhao Yunlin contributed to the study conception and experimental design. Liu Yang and Chen Shuwen collected and analyzed the data. The first draft of the manuscript was written by Liu Yang and Dong Meng, and all authors commented on previous versions of the manuscript.

  3. Conflict of interest: Authors state no conflicts of interest.

  4. Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

[1] Tanase K, Nishitani C, Hirakawa H, Isobe S, Tabata S, Ohmiya A, et al. Transcriptome analysis of carnation (Dianthus caryophyllus L.) based on next-generation sequencing technology. BMC Genomics. 2012;13(1):292.10.1186/1471-2164-13-292Search in Google Scholar PubMed PubMed Central

[2] Chandra S, Rawat DS. Medicinal plants of the family Caryophyllaceae: a review of ethno-medicinal uses and pharmacological properties. Integr Med Res. 2015;4(3):123–31.10.1016/j.imr.2015.06.004Search in Google Scholar PubMed PubMed Central

[3] Mutlu K, Sarikahya NB, Yasa I, Kirmizigul S. Dianthus erinaceus var. erinaceus: extraction, isolation, characterization and antimicrobial activity investigation of novel saponins. Phytochemistry Lett. 2016;16:219–24.10.1016/j.phytol.2016.04.020Search in Google Scholar

[4] Guo X-M, Yu Y-Y, Bai L, Gao R-F. Dianthus chinensis L.: the structural difference between vascular bundles in the placenta and ovary wall suggests their different origin. Front Plant Sci. 2017;8:1986.10.3389/fpls.2017.01986Search in Google Scholar PubMed PubMed Central

[5] Fu X, Ning G, Gao L, Bao M. Genetic diversity of Dianthus accessions as assessed using two molecular marker systems (SRAPs and ISSRs) and morphological traits. Sci Horticulturae. 2008;117(3):263–70.10.1016/j.scienta.2008.04.001Search in Google Scholar

[6] Yagi M, Shirasawa K, Waki T, Kume T, Isobe S, Tanase K, et al. Construction of an SSR and RAD marker-based genetic linkage map for carnation (Dianthus caryophyllus L.). Plant Mol Biol Report. 2017;35(1):110–7.10.1007/s11105-016-1010-2Search in Google Scholar

[7] Wójcik M, Dresler S, Tukiendorf A. Physiological mechanisms of adaptation of Dianthus carthusianorum L. to growth on a Zn–Pb waste deposit – the case of chronic multi-metal and acute Zn stress. Plant Soil. 2015;390(1):237–50.10.1007/s11104-015-2396-6Search in Google Scholar

[8] Noman A, Aqeel M, Deng J, Khalid N, Sanaullah T, Shuilin H. Biotechnological advancements for improving floral attributes in ornamental plants. Front Plant Sci. 2017;8:530.10.3389/fpls.2017.00530Search in Google Scholar PubMed PubMed Central

[9] Casanova E, Valdés AE, Zuker A, Fernández B, Vainstein A, Trillas MI, et al. rolC-transgenic carnation plants: adventitious organogenesis and levels of endogenous auxin and cytokinins. Plant Sci. 2004;167(3):551–60.10.1016/j.plantsci.2004.04.029Search in Google Scholar

[10] Hu S, Ding Y, Zhu C. Sensitivity and responses of chloroplasts to heat stress in plants. Front Plant Sci. 2020;11:11.10.3389/fpls.2020.00375Search in Google Scholar PubMed PubMed Central

[11] Zimorski V, Ku C, Martin WF, Gould SB. Endosymbiotic theory for organelle origins. Curr Open Microbiol. 2014;22:38–48.10.1016/j.mib.2014.09.008Search in Google Scholar PubMed

[12] Ravi V, Khurana JP, Tyagi AK, Khurana P. An update on chloroplast genomes. Plant Syst Evol. 2008;271(1):101–22.10.1007/s00606-007-0608-0Search in Google Scholar

[13] Li C, Zhao Y, Xu Z, Yang G, Peng J, Peng X. Initial characterization of the chloroplast genome of Vicia sepium, an important wild resource plant, and related inferences about its evolution. Front Genet. 2020;11:73.10.3389/fgene.2020.00073Search in Google Scholar PubMed PubMed Central

[14] Powell W, Morgante M, McDevitt R, Vendramin GG, Rafalski JA. Polymorphic simple sequence repeat regions in chloroplast genomes: applications to the population genetics of pines. Proc Natl Acad Sci. 1995;92(17):7759–63.10.1073/pnas.92.17.7759Search in Google Scholar PubMed PubMed Central

[15] Stegemann S, Hartmann S, Ruf S, Bock R. High-frequency gene transfer from the chloroplast genome to the nucleus. Proc Natl Acad Sci U S A. 2003;100(15):8828–33.10.1073/pnas.1430924100Search in Google Scholar PubMed PubMed Central

[16] Martin W, Stoebe B, Goremykin V, Hansmann S, Hasegawa M, Kowallik KV. Gene transfer to the nucleus and the evolution of chloroplasts. Nature. 1998;393(6681):162–5.10.1038/30234Search in Google Scholar PubMed

[17] Peng J, Zhao Y, Dong M, Liu S, Hu Z, Zhong X, et al. Exploring the evolutionary characteristics between cultivated tea and its wild relatives using complete chloroplast genomes. BMC Ecol Evolution. 2021;21(1):71.10.1186/s12862-021-01800-1Search in Google Scholar PubMed PubMed Central

[18] Park S, Jansen RK, Park S. Complete plastome sequence of Thalictrum coreanum (Ranunculaceae) and transfer of the rpl32 gene to the nucleus in the ancestor of the subfamily Thalictroideae. BMC Plant Biol. 2015;15(1):40.10.1186/s12870-015-0432-6Search in Google Scholar PubMed PubMed Central

[19] Choi K-S, Park S. Complete plastid and mitochondrial genomes of Aeginetia indica reveal intracellular gene transfer (IGT), horizontal gene transfer (HGT), and cytoplasmic male sterility (CMS). Int J Mol Sci. 2021;22(11):22.10.3390/ijms22116143Search in Google Scholar PubMed PubMed Central

[20] Li J, Li J, Ma Y, Kou L, Wei J, Wang W. The complete mitochondrial genome of okra (Abelmoschus esculentus): using nanopore long reads to investigate gene transfer from chloroplast genomes and rearrangements of mitochondrial DNA molecules. BMC Genomics. 2022;23(1):481.10.1186/s12864-022-08706-2Search in Google Scholar PubMed PubMed Central

[21] Dobrogojski J, Adamiec M, Luciński R. The chloroplast genome: a review. Acta Physiol Plant. 2020;42(6):98.10.1007/s11738-020-03089-xSearch in Google Scholar

[22] Sheng J, Yan M, Wang J, Zhao L, Zhou F, Hu Z, et al. The complete chloroplast genome sequences of five Miscanthus species, and comparative analyses with other grass plastomes. Ind Crop Products. 2021;162:113248.10.1016/j.indcrop.2021.113248Search in Google Scholar

[23] Wang X, Zhang R, Yun Q, Xu Y, Zhao G, Liu J, et al. Comprehensive analysis of complete mitochondrial genome of Sapindus mukorossi Gaertn.: an important industrial oil tree species in China. Ind Crop Products. 2021;174:114210.10.1016/j.indcrop.2021.114210Search in Google Scholar

[24] Chong X, Li Y, Yan M, Wang Y, Li M, Zhou Y, et al. Comparative chloroplast genome analysis of 10 Ilex species and the development of species-specific identification markers. Ind Crop Products. 2022;187:115408.10.1016/j.indcrop.2022.115408Search in Google Scholar

[25] Xu W, Lu R, Li J, Xia M, Chen G, Li P. Comparative plastome analyses and evolutionary relationships of all species and cultivars within the medicinal plant genus Atractylodes. Ind Crop Products. 2023;201:116974.10.1016/j.indcrop.2023.116974Search in Google Scholar

[26] Zhao J, Chen J, Xiong Y, He W, Xiong Y, Xu Y, et al. Organelle genomes of Indigofera amblyantha and Indigofera pseudotinctoria: comparative genome analysis, and intracellular gene transfer. Ind Crop Products. 2023;198:116674.10.1016/j.indcrop.2023.116674Search in Google Scholar

[27] Hu D, Zhang X, Xue P, Nie Y, Liu J, Li Y, et al. Exogenous melatonin ameliorates heat damages by regulating growth, photosynthetic efficiency and leaf ultrastructure of carnation. Plant Physiol Biochem. 2023;198:107698.10.1016/j.plaphy.2023.107698Search in Google Scholar PubMed

[28] Chen S, Xu Z, Zhao Y, Zhong X, Li C, Yang G. Structural characteristic and phylogenetic analysis of the complete chloroplast genome of Dianthus caryophyllus. Mitochondrial DNA Part B-Resources. 2018;3(2):1131–2.10.1080/23802359.2018.1521313Search in Google Scholar PubMed PubMed Central

[29] Putz CM, Schmid C, Reisch C. Living in isolation – population structure, reproduction, and genetic variation of the endangered plant species Dianthus gratianopolitanus (Cheddar pink). Ecol Evolution. 2015;5(17):3610–21.10.1002/ece3.1611Search in Google Scholar PubMed PubMed Central

[30] Greiner S, Lehwark P, Bock R. Organellar genome DRAW (OGDRAW) version 1.3.1: expanded toolkit for the graphical visualization of organellar genomes. Nucleic Acids Res. 2019;47(W1):W59–64.10.1093/nar/gkz238Search in Google Scholar PubMed PubMed Central

[31] Hall T. BioEdit: a user-friendly biological sequence alignment editor and analysis program for windows 95/98/NT. Nucleic Acids Symp Ser. 1999;41:95–8.Search in Google Scholar

[32] Frazer KA, Pachter L, Poliakov A, Rubin EM, Dubchak I. VISTA: computational tools for comparative genomics. Nucleic Acids Res. 2004;32(suppl_2):W273–W9.10.1093/nar/gkh458Search in Google Scholar PubMed PubMed Central

[33] Alikhan N-F, Petty NK, Ben Zakour NL, Beatson SA. BLAST ring image generator (BRIG): simple prokaryote genome comparisons. BMC Genomics. 2011;12(1):402.10.1186/1471-2164-12-402Search in Google Scholar PubMed PubMed Central

[34] Zhang W, Zhao Y, Yang G, Peng J, Chen S, Xu Z. Determination of the evolutionary pressure on Camellia oleifera on Hainan Island using the complete chloroplast genome sequence. Peerj. 2019;7:e8115.10.7717/peerj.7210Search in Google Scholar PubMed PubMed Central

[35] Kurtz S, Choudhuri JV, Ohlebusch E, Schleiermacher C, Stoye J, Giegerich R. REPuter: the manifold applications of repeat analysis on a genomic scale. Nucleic Acids Res. 2001;29(22):4633–42.10.1093/nar/29.22.4633Search in Google Scholar PubMed PubMed Central

[36] Beier S, Thiel T, Münch T, Scholz U, Mascher M. MISA-web: a web server for microsatellite prediction. Bioinformatics. 2017;33(16):2583–5.10.1093/bioinformatics/btx198Search in Google Scholar PubMed PubMed Central

[37] Xia X, Xie Z. DAMBE: Software package for data analysis in molecular biology and evolution. J Heredity. 2001;92(4):371–3.10.1093/jhered/92.4.371Search in Google Scholar PubMed

[38] Deng W, Wang Y, Liu Z, Cheng H, Xue Y. HemI: a Toolkit for illustrating heatmaps. PLoS One. 2014;9(11):e111988.10.1371/journal.pone.0111988Search in Google Scholar PubMed PubMed Central

[39] Librado P, Rozas J. DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics. 2009;25(11):1451–2.10.1093/bioinformatics/btp187Search in Google Scholar PubMed

[40] Kumar S, Stecher G, Tamura K. MEGA7: molecular evolutionary genetics analysis version 7.0 for bigger datasets. Mol Biol Evolution. 2016;33(7):1870–4.10.1093/molbev/msw054Search in Google Scholar PubMed PubMed Central

Received: 2023-04-22
Revised: 2023-09-12
Accepted: 2023-10-19
Published Online: 2023-11-28

© 2023 the author(s), published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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  237. Biofertilizer and NPSB fertilizer application effects on nodulation and productivity of common bean (Phaseolus vulgaris L.) at Sodo Zuria, Southern Ethiopia
  238. On correlation between canopy vegetation and growth indexes of maize varieties with different nitrogen efficiencies
  239. Exopolysaccharides from Pseudomonas tolaasii inhibit the growth of Pleurotus ostreatus mycelia
  240. A transcriptomic evaluation of the mechanism of programmed cell death of the replaceable bud in Chinese chestnut
  241. Melatonin enhances salt tolerance in sorghum by modulating photosynthetic performance, osmoregulation, antioxidant defense, and ion homeostasis
  242. Effects of plant density on alfalfa (Medicago sativa L.) seed yield in western Heilongjiang areas
  243. Identification of rice leaf diseases and deficiency disorders using a novel DeepBatch technique
  244. Artificial intelligence and internet of things oriented sustainable precision farming: Towards modern agriculture
  245. Animal Sciences
  246. Effect of ketogenic diet on exercise tolerance and transcriptome of gastrocnemius in mice
  247. Combined analysis of mRNA–miRNA from testis tissue in Tibetan sheep with different FecB genotypes
  248. Isolation, identification, and drug resistance of a partially isolated bacterium from the gill of Siniperca chuatsi
  249. Tracking behavioral changes of confined sows from the first mating to the third parity
  250. The sequencing of the key genes and end products in the TLR4 signaling pathway from the kidney of Rana dybowskii exposed to Aeromonas hydrophila
  251. Development of a new candidate vaccine against piglet diarrhea caused by Escherichia coli
  252. Plant Sciences
  253. Crown and diameter structure of pure Pinus massoniana Lamb. forest in Hunan province, China
  254. Genetic evaluation and germplasm identification analysis on ITS2, trnL-F, and psbA-trnH of alfalfa varieties germplasm resources
  255. Tissue culture and rapid propagation technology for Gentiana rhodantha
  256. Effects of cadmium on the synthesis of active ingredients in Salvia miltiorrhiza
  257. Cloning and expression analysis of VrNAC13 gene in mung bean
  258. Chlorate-induced molecular floral transition revealed by transcriptomes
  259. Effects of warming and drought on growth and development of soybean in Hailun region
  260. Effects of different light conditions on transient expression and biomass in Nicotiana benthamiana leaves
  261. Comparative analysis of the rhizosphere microbiome and medicinally active ingredients of Atractylodes lancea from different geographical origins
  262. Distinguish Dianthus species or varieties based on chloroplast genomes
  263. Comparative transcriptomes reveal molecular mechanisms of apple blossoms of different tolerance genotypes to chilling injury
  264. Study on fresh processing key technology and quality influence of Cut Ophiopogonis Radix based on multi-index evaluation
  265. An advanced approach for fig leaf disease detection and classification: Leveraging image processing and enhanced support vector machine methodology
  266. Erratum
  267. Erratum to “Protein Z modulates the metastasis of lung adenocarcinoma cells”
  268. Erratum to “BRCA1 subcellular localization regulated by PI3K signaling pathway in triple-negative breast cancer MDA-MB-231 cells and hormone-sensitive T47D cells”
  269. Retraction
  270. Retraction to “Protocatechuic acid attenuates cerebral aneurysm formation and progression by inhibiting TNF-alpha/Nrf-2/NF-kB-mediated inflammatory mechanisms in experimental rats”
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