Genome-wide Identification and Expression Analysis of NAC Transcription Factor Family Genes during Fruit and Kernel Development in Siberian Apricot

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Wanyu Xu
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Chen Chen
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Ningning Gou
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Mengzhen Huang
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Tana Wuyun
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Gaopu Zhu
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Han Zhao
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Huimin Liu
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Lin Wang
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Abstract

The NAC (NAM, ATAF1/2, and CUC2) family is a group of plant-specific transcription factors that have vital roles in the growth and development of plants, and especially in fruit and kernel development. This study aimed to identify members of the NAC gene (PsNACs) family and investigate their functions in siberian apricot (Prunus sibirica). A total of 102 predicted PsNAC proteins (PsNACs) were divided into 14 clades and the genes were mapped to the eight chromosomes in siberian apricot. The PsNACs of the same clade had similar structures. A synteny analysis showed that the PsNACs had close relationships with the NAC genes of japanese apricot (Prunus mume). An expression pattern analysis of the PsNACs revealed many differences in various tissues and at different stages of fruit and kernel development. All eight PsNACs in clade XI have crucial roles in fruit and kernel development. Seven PsNACs (PsNACs 18, 64, 23, 33, 9, 4, and 50) in clades I, III, VI, VII, and XIII are related to fruit development. Eight PsNACs (PsNACs 6, 13, 46, 51, 41, 67, 37, and 59) in clades I, II, V, VIII, and XIII are involved in fruit ripening. Five PsNACs (PsNACs 6, 94, 41, 32, and 17) in clades I, IV, V, VII, and XI regulated the rapid growth of the kernel. Four PsNACs (PsNACs 50, 4, 67, and 84) in clades I, III, V, and XIII affected the hardening of the kernel. Four PsNACs (PsNACs 17, 82, 13, and 51) in clades II, XI, and IX acted on kernel maturation. We have characterized the NAC genes in siberian apricot during this study. Our results will provide resources for future research of the biological roles of PsNACs in fruit and kernel development in siberian apricot.

Siberian apricot (Prunus sibirica) belongs to the family Rosaceae and is widely distributed in northern and northeastern China, eastern and southeastern Mongolia, eastern Siberia, and the Maritime Territory of Russia (Wang and Yu, 2012). Siberian apricot can grow in harsh environmental conditions and has been used for afforestation in northern China because of its strong environmental adaptability (Wang et al., 2017; Zhang et al., 2006). The kernels of siberian apricot have commercial value; for example, they can be processed into protein drinks (Sharma et al., 2010) and biodiesel fuel (Wang et al., 2017). They are also used in traditional Chinese medicine.

NAC proteins are plant-specific transcription factors that contain an N-terminal DNA-binding domain [no apical meristem (NAM)], a nuclear localization signal sequence [Arabidopsis transcription activation factor (ATAF1/2)], and a C-terminal transcriptional activation domain [cup-shaped cotyledon (CUC2)] (Hu et al., 2015b; Ooka et al., 2003; Shen et al., 2020). The N-terminal DNA-binding domain usually contains ≈150 amino acid residues and is further divided into five subdomains (A to E) (Apweiler et al., 2001; Duval et al., 2002; Kikuchi et al., 2000). The diverse C-terminal domain contains a transcriptional regulatory region (TRR) that activates or represses transcriptional activity (Delessert et al., 2005; Fang et al., 2008; Kim et al., 2007; Yamaguchi et al., 2010).

The NAC gene family has been intensively studied in various plant species since its discovery. In monocotyledons, 138 and 115 NAC genes have been identified in rice [Oryza sativa (Fang et al., 2008)] and maize [Zea mays (Zhu et al., 2012)], respectively. In dicotyledons, there are 105 NAC genes in arabidopsis [Arabidopsis thaliana (Ooka et al., 2003)], 74 in grape [Vitis vinifera (Wang et al., 2013)], 96 in cassava [Manihot esculenta (Hu et al., 2015b)], 93 in tomato [Solanum lycopersicum (Jin et al., 2020)], and 88 in pigeonpea [Cajanus cajan (Satheesh et al., 2014)]. In the Rosaceae, there are 180 NAC genes in apple [Malus domestica (Su et al., 2013)], 183 in white pear [Pyrus bretschneideri (Gong et al., 2019)], 114 in peach [Prunus persica (Gong et al., 2019)], and 113 in japanese apricot [Prunus mume (Zhuo et al., 2018)]. However, studies of the NAC gene family in siberian apricot are still limited (García-Gómez et al., 2019; Niu et al., 2016).

Previous reports have described the multiple functions of NAC transcription factors in plants, for example, controlling leaf senescence in arabidopsis (Guo and Gan, 2006), responding to ABA hormone signaling in arabidopsis (Jensen et al., 2008), forming secondary walls in woody plants (Mitsuda et al., 2007), controlling the growth transition between stamens and petals in arabidopsis (Sablowski and Meyerowitz, 1998), and regulating shoot branching in rice (Mao et al., 2007). Additionally, the NAC gene family has crucial roles in fruit and seed development. For example, 13 NAC genes in cucumber (Cucumis sativus) impact fruit spine development (Liu et al., 2018). Solanum lycopersicum NAC gene 4 (SlNAC4), a tomato NAC domain protein, accumulates to high levels at the onset of fruit ripening (Zhu et al., 2014). No-ripening-like 1 (NOR-like1), a NAC transcription factor, is a positive regulator of tomato fruit ripening (Gao et al., 2018). Six strawberry (Fragaria ×ananassa) NAC proteins have been identified that have important regulatory roles in fruit development and ripening (Moyano et al., 2018). AtNAM is specifically expressed in developing arabidopsis seeds (Duval et al., 2002).

The availability of the siberian apricot genome is a valuable resource for the identification of gene families that allows us to gain further insight into their functions. Here, we report that the siberian apricot NAC gene (PsNAC) family may impact plant development, especially during fruit and kernel development. This study provides information regarding the functional characteristics and role of PsNACs in the development of siberian apricot.

Materials and Methods

Identification of NAC family genes.

The hidden Markov model (HMM) file of the NAC domain (PF 02365) was downloaded from the Pfam protein family database (El-Gebali et al., 2019) to identify NAC family genes in siberian apricot genome (Genome Sequence Archive PRJCA001987) using HMMER 3.3 software (default parameters) (Finn et al., 2011) with a cutoff of 0.01. All candidate proteins were submitted to the National Center for Biotechnology Information Conserved Domain Database (Marchler-Bauer et al., 2017) and Simple Modular Architecture Research Tool (Letunic and Bork, 2018) to confirm the presence and completeness of the NAM domain. The molecular weights, isoelectric point, and subcellular localization tools were predicted on the ExPasy website (Gasteiger et al., 2003). The positions of all NAC family gene from the siberian apricot genome general feature format file were detected using TBtools program (Chen et al., 2018).

Phylogenetic tree analysis.

NAC protein sequences from siberian apricot (102) and arabidopsis (105) were used to construct the phylogenetic tree. We performed multiple sequence alignment using MUSCLE (Edgar, 2004) set at the default parameters and constructed phylogenetic trees by using a maximum likelihood approach with 1000 bootstrap replicates using MEGA X (Kumar et al., 2018). The classification of PsNACs was performed according to their phylogenetic relationship with corresponding NAC genes of arabidopsis. The phylogenetic tree was displayed using the online tool iTOL (version 4) (Letunic and Bork, 2016).

Gene structures and conserved motifs of PsNACs.

The gene structures of each PsNAC was drawn using the Gene Structure Display Server online software package (Hu et al., 2015a). The MEME tool (Bailey et al., 2009) was used to identify conserved motifs shared among siberian apricot NAC proteins (PsNACs) (Bailey and Gribskov, 1998; Bailey et al., 2009). The analysis parameters were set as follows: maximum number of different motifs, 20; minimum motif width, 6; and maximum motif width, 50.

Gene duplication and evolutionary analysis of PsNACs.

We used the Multiple Collinearity Scan Toolkit (MCScanX, default parameters) (Wang et al., 2012) to examine whole-genome duplication (WGD) or segmental, tandem, and dispersed duplicates in the PsNACs. We analyzed the collinear relationship of the NAC genes of siberian apricot and peach, japanese apricot, and apple (Gong et al., 2019) using a dual synteny plotter (Chen et al., 2018). Synonymous substitution (Ks) values were used to calculate the dates of duplication events (T) according to the following equation: T = Ks/2λ, where λ= 1.5 × 10−8 for dicots (Blanc and Wolfe, 2004; Koch et al., 2000). The mode of selection was identified according to the standard protocol described by Kayum using the nonsynonymous to synonymous substitutions (Ka/Ks) value, where Ka/Ks <1 indicates a negative selection, Ka/Ks = 1 indicates a neutral selection, and Ka/Ks >1 indicates a positive selection (Gong et al., 2019).

Expression analysis using RNA-sequencing data.

RNA-sequencing (RNA-seq) data were used to gain insight into the temporal and spatial transcription patterns and were obtained from the Genome Sequence Archive (PRJCA001987). Leaf, flower bud, and flower of the siberian apricot were collected on 15 Mar., 20 Mar., and 5 Apr. 2016, respectively. The fruit and kernel were collected on 16 May, 26 May, 5 June, 15 June, 25 June, and 5 July 2017, representing 25 d (S1), 35 d (S2), 45 d (S3), 55 d (S4), 65 d (S5), and 75 d (S6) after full bloom, respectively. Two biological replicates for each sample were used. The expression levels of genes were measured as fragments per kilobase million (FPKM). The heat maps were created by Heatmap (Chen et al., 2018) based on the transformed data of log2 (FPKM+1) values.

Quantitative real-time polymerase chain reaction.

For quantitative real-time polymerase chain reaction (qRT-PCR) analysis, 1 μg of DNA-free RNA was transcribed into first-strand complementary DNA (cDNA) using All-in-One First-Strand Synthesis MasterMix with dsDNase (CodonX Biotechnology Co., Beijing, China). The qRT-PCR was performed with a fluorescent quantitative PCR instrument (LightCycler 480; Roche Diagnostics, Mannheim, Germany) using 2× SYBR Green qPCR Premix Universal (CodonX Biotechnology Co.). The reaction conditions were 45 cycles at 95 °C for 15 s, 60 °C for 15 s, and 60 °C for 35 s. The primer sequences of target genes were designed with Primer 3 software (Untergasser et al., 2012) and listed in Supplemental Table 1. The housekeeping siberian apricot Ubiquitin-conjugating enzyme (UBC) gene (Niu et al., 2014) was used as an internal control (Supplemental Table 1). Each reaction was performed with three repeats from different biological samples. The data from real-time PCR amplification were analyzed using the 2−ΔΔCt method. Statistical analysis using Student’s t test was performed with Microsoft Excel (version 2010 for Windows; Microsoft Corp., Redmond, WA). Data are provided as means ± sd of three independent biological replicates. The Pearson correlation value, linear fitting equation, and R2 values of the RNA-seq data and qRT-PCR were assumed using IBM SPSS Statistics (version 23; IBM Corp., Armonk, NY).

Results

Identification of PsNACs in siberian apricot genome.

A total of 102 putative NAC protein genes were identified in siberian apricot genome and named after their locations on the chromosomes (PsNAC1–PsNAC102) (Supplemental Table 2). The lengths of the predicted proteins ranged from 64 to 860 amino acids (aa), with isoelectric point values between 4.38 and 9.80 and molecular weights between 7.52 and 95.98 kDa. Subcellular localization prediction indicated that most of the PsNACs (90) are located in the nucleus, whereas only single PsNACs were predicted to be localized in the plasma membrane (PsNAC28), vacuole (PsNAC17), and chloroplast (PsNAC67). Two PsNACs were predicted to localize in the mitochondrion (PsNACs 35 and 44), three were predicted to localize in the extracellular space (PsNACs 11, 19, and 43), and four were predicted to localize in the cytoplasm (PsNACs 34, 87, 93, and 99) (Supplemental Table 2).

Phylogenetic analysis and classification of PsNACs.

Based on the homology of the PsNACs with those from arabidopsis, 105 AtNACs and 102 PsNACs were grouped into 14 phylogenetic clades: I (NAP); II (AtNAC3/ATAF); III (SENU5); IV (ONAC22/TERN); V (NAC1/NAM); VI (OsNAC7); VII (ANAC001); VIII (TIP); IX (OsNAC8); X (ANAC011); XI (NAC2); XII and XIII (ONAC003); and XIV (ANAC063) (Fig. 1). Clade XII contained the largest number of PsNACs (21), followed by clades VII (18) and VI (11). Clade IX had the fewest members, with only one PsNAC. Additionally, the proteins in clade XII were found to be specific to siberian apricot (Supplemental Table 3).

Fig. 1.
Fig. 1.

Phylogenetic tree of the NAC genes in siberian apricot. Phylogenetic analysis of NAC genes from siberian apricot and arabidopsis using the complete protein sequences. Each of the 14 clades is indicated by a specific color.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Predicted protein motifs and structures of PsNACs.

To understand the structural diversity of the PsNACs, we determined the conserved protein motifs in the predicted PsNACs and the exon/intron composition of the genes (Fig. 2). A total of 20 conserved motifs were identified (Fig. 2A, Supplemental Fig. 1), and all of the PsNACs contained at least one conserved motif (motifs 1–7). Specifically, motifs 1 to 7 occurred in a specific order (motifs 1, 5, 4, 3, 6, 2, and 7) in the proteins because they represent the conserved subdomains A, B, C1, C2, D1, D2, and E, respectively, of the N-terminal NAC domains. Except for clade XII, most of the conserved motifs were found in the N-terminal regions of the PsNACs, indicating their importance to the function of the NAC proteins. In addition, the motifs present in clade VII and clade XII proteins (13) were the most diverse. We found that all of the members of clade XI contained motifs 4, 5, and 10, except for PsNAC10. Motifs 8 and 15 were only absent from proteins in clades XII and VII, respectively. Motifs 4 and 5 were absent from all of the proteins in clade XIII. To further study the gene structures, we predicted the exon/intron composition in the 102 PsNACs. We found that the numbers of introns ranged from 0 to 11 (Fig. 2B, Supplemental Table 2). The majority (40; 39.22%) of the genes contained 2 introns, followed by 3 introns (20; 19.61%), 0 introns (11; 10.78%), 1 intron (10; 9.80%), 4 introns (7; 6.86%), 5 introns (6; 5.88%), 6 introns (4; 3.92%), 7 introns (2; 1.96%), 8 introns (1; 0.98%), and 11 introns (1; 0.98%). There were no PsNACs with 9 or 10 introns. Most of the PsNACs within a clade had similar exon/intron compositions; for example, all members of clades I, II, III, IV, and V had two introns except for PsNAC1, PsNAC11, PsNAC58, and PsNAC83. In contrast, members of clade VII had highly variable intron numbers, ranging from 0 to 11. The conserved motifs and gene structures analyses suggested that PsNACs in the same clades may have similar biological functions.

Fig. 2.
Fig. 2.

The conserved motifs and gene structures of PsNACs. (A) The motif composition of 102 PsNACs. (B) Exon/intron structures of PsNACs. The motifs, numbered 1 to 20, are displayed in boxes with different colors. The sequence information for each motif is provided in Supplemental Fig. 1. The length of the protein could be estimated using the scale at the bottom. Green boxes indicate untranslated 5′ and 3′ regions; yellow boxes indicate exons; black lines indicate introns.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Chromosomal location and synteny analysis of PsNACs

The 102 PsNACs were unevenly distributed on the eight siberian apricot chromosomes (Fig. 3). Chromosome 2 had the most PsNACs (22; 21.57%), followed by chromosome 4 (16; 15.69%) and chromosome 1 (15; 14.71%), whereas, only eight PsNACs were predicted to be located on chromosome 3 (7.84%) (Fig. 3, Supplemental Table 2).

Fig. 3.
Fig. 3.

Distribution and segmental duplication of PsNACs. Orange lines represent the chromosomes of siberian apricot. The scale on the chromosomes represents the chromosome length. The PsNACs in red are involved in duplication events. The brown lines indicate duplicated NAC gene pairs.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

To identify any potential duplication events in PsNACs, we performed a collinearity analysis. Nine pairs of segmentally duplicated genes were found in the 102 PsNACs. Segmentally duplicated genes were located on chromosomes 1 to 7. Seven duplicated gene pairs were from the same clade, except PsNAC4 (clade XI) and PsNAC38 (clade II) and PsNAC38 (clade II) and PsNAC66 (clade XI) (Fig. 3). The nonsynonymous substitution (Ka) and Ks ratios were calculated to estimate the selection pressure and divergence times of the gene duplication events. All Ka/Ks ratios were <1 (Supplemental Table 4), which indicated that purifying selection was the main force behind the evolution of PsNACs. The divergence times of PsNACs in siberian apricot ranged from 104.77 to 3.49 million years ago, and most of the duplication events traced back to 40 to 80 million years ago (Supplemental Table 4).

We further performed synteny analyses to compare the siberian apricot genome with apple, peach, and japanese apricot. The results identified 129 pairs of homologous genes between 69 PsNACs from siberian apricot and 109 NAC genes in apple (Fig. 4A), followed by 101 pairs between siberian apricot (79) and peach (80) (Fig. 4B) and 86 pairs between siberian apricot (70) and japanese apricot (70) (Fig. 4C) (Supplemental Tables 57).

Fig. 4.
Fig. 4.

Synteny analysis of NAC genes between siberian apricot and three Rosaceae species: (A) apple, (B) peach, and (C) japanese apricot. Orange, purple, blue, and green blocks present chromosomes of siberian apricot (Ps1–8), apple (Md1–18), japanese apricot (Pm1–8), and peach (Pp1–8), respectively. Red lines denote syntenic NAC gene pairs.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

The divergence times of NAC genes in apple ranged from 86.59 to 7.42 million years ago, and most of them occurred 10 to 30 million years ago based on duplication events; for peach, the divergence times ranged from 110.81 to 0.76 million years ago, and most of them occurred between 1 and 10 million years ago. For japanese apricot, the divergence times ranged from 108.65 to 0.13 million years ago, with most of them occurring from 0.3 to 6 million years ago (Supplemental Tables 57). Comparisons of the divergence times among the four species showed the shortest time of speciation occurred in japanese apricot and siberian apricot, thereby providing further evidence of the close evolutionary relationship between these two species.

Expression patterns of PsNACs in five plant tissues.

The expression patterns of PsNACs were investigated in leaves, flower buds, flowers, fruit, and kernels. Most PsNACs showed diverse expression patterns within each clade, indicating that these genes may have different functions in all tested tissues (Fig. 5). The expressions of clade VIII and clade XI genes were higher than those of genes from the other clades, indicating that genes in these clades may be involved in growth, development, and morphogenesis in the five tissues; each gene acquired a different function during evolution. PsNAC93 in clade V showed the highest expression level in the flower, whereas PsNAC41 and PsNAC67 were highly expressed in fruit. Additionally, the functions of the different clade proteins could be distinguished because most PsNACs had higher expression levels than others in the specific tissues: PsNAC6 (clade I), PsNAC33 (clade VII), and PsNAC9 (clade XIII) in the leaf; PsNAC33 (clade VII) and PsNAC68 (clade XII) in the flower bud; and PsNAC93 (clade V) and PsNAC37 (clade VIII) in the flower. Eleven PsNACs were found to be highly expressed in the fruit, including PsNAC6, PsNAC50, and PsNAC92 (clade I), PsNAC13 (clade II), PsNAC4 and PsNAC38 (clade III), PsNAC41 and PsNAC67 (clade V), PsNAC37 (clade VIII), PsNAC17 (clade XI), and PsNAC59 (clade XIII). Four genes were highly expressed in the kernel, including PsNAC13 (clade II), PsNAC51 (clade II), PsNAC82 (clade IX), and PsNAC17 (clade XI). The expression patterns of all the aforementioned PsNACs, which were from clades I to III, V, VII, IX, and XI to XIII, showed overlap in the various tissues, indicating that PsNACs from these clades may have diverse functions.

Fig. 5.
Fig. 5.

Gene expressions of PsNACs in leaf, flower bud, flower, fruit, and kernel. RNA-sequencing (RNA-seq) expressions of fruit and kernel are from 75 d after full bloom (S6). Color scale of the upper right represents the value in fragments per kilobase million (FPKM).

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Expression of PsNACs during fruit and kernel development.

The expression levels of PsNACs during fruit development were evaluated (Fig. 6A). Twenty-six PsNACs showed constitutive expression (FPKM>1 in all tested samples). Eight of the 26 genes from clade XI showed a general trend in which gene expression continued to increase during fruit development, indicating that these eight genes could have similar functions. Some PsNACs showed diverse functions based on the different expression patterns from the same clade. For example, the expression of PsNAC9 from clade XIII peaked at S1 during all stages of fruit development, whereas PsNAC59, also from clade XIII, showed the opposite expression pattern.

Fig. 6.
Fig. 6.

Gene expression of PsNACs during (A) fruit and (B) kernel development. Color scale of the upper right represents the scale value in fragments per kilobase million (FPKM).

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Eight PsNACs were highly expressed in S6, including PsNAC6 (clade I), PsNAC13, PsNAC46, and PsNAC51 (clade II), PsNAC41 and PsNAC67 (clade V), PsNAC37 (clade VIII), and PsNAC59 (clade XIII), suggesting these PsNACs are associated with fruit maturation. Five PsNACs, including PsNAC18 and PsNAC64 (clade VI), PsNAC23 and PsNAC33 (clade VII), and PsNAC9 (clade XIII), are highly expressed in S1; therefore, they may have important roles in fruit growth. The expression levels of PsNAC4 (clade III) peaked in S4 and PsNAC50 (clade I) in S5, respectively, suggesting that they may be involved in fruit development.

The expression levels of the PsNACs during kernel development were evaluated (Fig. 6B). The expression patterns in the kernel of PsNACs from most clades showed similar trends in the fruit; for example, genes from clade XI were the only group that showed constitutive expression, which suggests that clade XI genes have crucial roles in fruit and kernel development. Four PsNACs were found to be highly expressed in S1, including PsNAC6 (clade I), PsNAC94 (clade IV), PsNAC41 (clade V), and PsNAC32 (clade VII), and these genes may regulate the rapid growth of the kernel. Three PsNACs expressed in S6, PsNAC82 (clade IX), and PsNAC13 and PsNAC51 (clade II) may impact dry matter accumulation and maturation of the kernel. PsNAC17 (clade XI) is highly expressed in both S1 and S6. Four PsNACs are highly expressed in S2, including PsNAC50 (clade I), PsNAC4 (clade III), PsNAC67 (clade V), and PsNAC84 (clade XIII), which indicated that these genes may affect the hardening of the kernel.

To further evaluate the validity of the RNA-seq data, 15 PsANCs were selected and their expressions were analyzed by qRT-PCR (Supplemental Fig. 2). The results showed that 14 of the 15 selected PsNACs had expression patterns that were consistent with those determined by RNA-seq (Supplemental Table 8). Therefore, the qRT-PCR results validated the reliability of the RNA-seq data.

Discussion

Characterization of the NAC gene family has been reported for many species in the Rosaceae, including strawberry (Moyano et al., 2018), apple (Su et al., 2013), white pear (Gong et al., 2019), peach (Gong et al., 2019), and japanese apricot (Zhuo et al., 2018), whereas studies of the NAC gene family in siberian apricot have provided unclear results (García-Gómez et al., 2019; Niu et al., 2016). In the present study, we systematically analyzed the NAC gene family in the siberian apricot genome. A total of 102 PsNACs were identified and divided into 14 clades based on the phylogenetic analysis; these results were similar to those of japanese apricot (Zhuo et al., 2018). This may be a result of the close evolutionary relationship between siberian apricot and japanese apricot. Interestingly, among the 14 PsNAC clades, the 21 members of clade XII had no corresponding AtNAC proteins, suggesting that the diversification and expansion of the PsNACs in clade XII occurred after the divergence of siberian apricot and arabidopsis.

Many of the PsNACs (40/102; 39.22%) had 2 introns. These results are similar to those for japanese apricot (48/113; 42.48%) (Zhuo et al., 2018), apple (79/180; 43.89%) (Su et al., 2013), and white pear (86/183; 46.99%) (Gong et al., 2019). Most of the PsNACs that encode proteins in the same clade showed similar exon/intron compositions, suggesting that the structures of PsNACs are relatively conserved.

Each PsNAC was predicted to contain at least one conserved motif (motifs 1–7). Motifs 1 to 7 correspond to subdomains A, D2, C2, C1, B, D1, and E, respectively, which is consistent with previous findings for japanese apricot (Zhuo et al., 2018). Additionally, most of the conserved motifs were found in the N-terminal regions of the predicted PsNACs, indicating that the N-terminus is an important part of the NAC proteins, as has been shown previously for potato (Solanum tuberosum) (Koch et al., 2000) and cassava (Hu et al., 2015b). Therefore, our results provide evidence that the conserved motifs are significant to the functions of the NAC proteins.

Gene duplication events are an important way of generating new genes that encode proteins with improved or novel functions, and they are vital to the evolution of genomes and genetic systems (Moore and Purugganan, 2003). The recent occurrence of a WGD was found in apple and white pear (Su et al., 2013); in contrast, siberian apricot, peach, and japanese apricot showed evidence of an ancient WGD, but no recent WGD (Gong et al., 2019). Considering that most gene duplication events between japanese apricot and peach occurred ≈1 to 5 million years ago (Zhuo et al., 2018), we inferred that siberian apricot has the closest evolutionary relationships with japanese apricot, followed by peach, and is evolutionarily most distant from apple.

We performed RNA-seq transcriptome analyses of five tissues to understand the expression patterns of the PsNACs and their physiological or reproductive functions. Three PsNACs had relatively higher expression levels in leaves, two in flower buds, two in flowers, four in kernels, and 11 (the highest number) during fruit development. These results suggest that the PsNACs may have acquired different functions during evolution. Similar tissue-specific expression profiles were found for other species, including tomato (Jin et al., 2020), cassava (Hu et al., 2015b), and soybean (Le et al., 2011).

According to the RNA-seq analysis of the PsNACs involved in fruit and kernel development, we found that PsNAC4 (clade III) in S4, PsNAC50 (clade I) in S5, and PsNAC41 (clade V) and PsNAC59 (clade XIII) in S6 were homologous with FvNAC042, FvNAC035, FvNAC092, and FvNAC006 in strawberry, respectively; of these, FvNAC035 impacts fruit ripening, FvNAC042 is involved in fruit growth and development, and FvNAC006 and FvNAC092 may be related to fruit senescence (Moyano et al., 2018). These results imply that the functions of PsNACs may be related to the characteristics of the NAC gene family. PsNAC50 (clade I) and PsNAC67 (clade V) in S2 of kernel development are homologous with arabidopsis AtNAM (Duval et al., 2002) and maize APN-1 (NAM-related protein 1-like) (Verza et al., 2011); AtNAM is associated with developing seeds and APN-1 (NAM-related protein 1-like) in maize has a role in regulating the late phases of endosperm development.

In summary, we identified and characterized the PsNAC gene/protein family in siberian apricot genome. We also performed systematic investigations of the gene structures and evolutionary relationships among the PsNACs and the proteins they are predicted to encode. Our results create a foundation for future research of the biological functions of PsNACs involved in fruit and kernel development in siberian apricot.

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  • Edgar, R.C. 2004 MUSCLE: Multiple sequence alignment with high accuracy and high throughput Nucleic Acids Res. 32 5 1792 1797

  • El-Gebali, S., Mistry, J., Bateman, A., Eddy, S.R., Luciani, A., Potter, S.C., Qureshi, M., Richardson, L.J., Salazar, G.A. & Smart, A. 2019 The Pfam protein families database in 2019 Nucleic Acids Res. 47 D1 D427 D432

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  • Fang, Y., You, J., Xie, K., Xie, W. & Xiong, L. 2008 Systematic sequence analysis and identification of tissue-specific or stress-responsive genes of NAC transcription factor family in rice Mol. Genet. Genomics 280 6 547 563

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  • Finn, R.D., Clements, J. & Eddy, S.R. 2011 HMMER web server: Interactive sequence similarity searching Nucleic Acids Res. 39 suppl_2 W29 W37

  • Gao, Y., Wei, W., Zhao, X., Tan, X., Fan, Z., Zhang, Y., Jing, Y., Meng, L., Zhu, B. & Zhu, H. 2018 A NAC transcription factor, NOR-like1, is a new positive regulator of tomato fruit ripening Hort. Res. 5 1 1 18

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  • García-Gómez, B.E., Salazar, J.A., Dondini, L., Martínez-Gómez, P. & Ruiz, D. 2019 Identification of QTLs linked to fruit quality traits in apricot (Prunus armeniaca L.) and biological validation through gene expression analysis using qPCR Mol. Breed. 39 2 28

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  • Gasteiger, E., Gattiker, A., Hoogland, C., Ivanyi, I., Appel, R.D. & Bairoch, A. 2003 ExPASy: The proteomics server for in-depth protein knowledge and analysis Nucleic Acids Res. 31 13 3784 3788

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  • Gong, X., Zhao, L., Song, X., Lin, Z., Gu, B., Yan, J., Zhang, S., Tao, S. & Huang, X. 2019 Genome-wide analyses and expression patterns under abiotic stress of NAC transcription factors in white pear (Pyrus bretschneideri) BMC Plant Biol. 19 1 1 18

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  • Guo, Y. & Gan, S. 2006 AtNAP, a NAC family transcription factor, has an important role in leaf senescence Plant J. 46 4 601 612

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  • Jensen, M.K., Hagedorn, P.H., De Torres-Zabala, M., Grant, M.R., Rung, J.H., Collinge, D.B. & Lyngkjaer, M.F. 2008 Transcriptional regulation by an NAC (NAM–ATAF1, 2–CUC2) transcription factor attenuates ABA signalling for efficient basal defence towards Blumeria graminis f. sp. hordei in arabidopsis Plant J. 56 6 867 880

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  • Jin, J.F., Wang, Z.Q., He, Q.Y., Wang, J.Y., Li, P.F., Xu, J.M., Zheng, S.J., Fan, W. & Yang, J.L. 2020 Genome-wide identification and expression analysis of the NAC transcription factor family in tomato (Solanum lycopersicum) during aluminum stress BMC Genomics 21 1 14

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  • Koch, M.A., Haubold, B. & Mitchell-Olds, T. 2000 Comparative evolutionary analysis of chalcone synthase and alcohol dehydrogenase loci in Arabidopsis, Arabis, and related genera (Brassicaceae) Mol. Biol. Evol. 17 10 1483 1498

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  • Kumar, S., Stecher, G., Li, M., Knyaz, C. & Tamura, K. 2018 MEGA X: Molecular evolutionary genetics analysis across computing platforms Mol. Biol. Evol. 35 6 1547 1549

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  • Le, D.T., Nishiyama, R., Watanabe, Y., Mochida, K., Yamaguchi-Shinozaki, K., Shinozaki, K. & Tran, L.-S.P. 2011 Genome-wide survey and expression analysis of the plant-specific NAC transcription factor family in soybean during development and dehydration stress DNA Res. 18 4 263 276

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  • Letunic, I. & Bork, P. 2016 Interactive tree of life (iTOL) v3: An online tool for the display and annotation of phylogenetic and other trees Nucleic Acids Res. 44 W1 W242 W245

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  • Letunic, I. & Bork, P. 2018 20 years of the SMART protein domain annotation resource Nucleic Acids Res. 46 D1 D493 D496

  • Liu, X., Bartholomew, E., Black, K., Dong, M., Zhang, Y., Yang, S., Cai, Y., Xue, S., Weng, Y. & Ren, H. 2018 Comprehensive analysis of NAC transcription factors and their expression during fruit spine development in cucumber (Cucumis sativus L.) Hort. Res. 5 1 1 14

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    • Export Citation
  • Mao, C., Ding, W., Wu, Y., Yu, J., He, X., Shou, H. & Wu, P. 2007 Overexpression of a NAC-domain protein promotes shoot branching in rice New Phytol. 176 2 288 298

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  • Marchler-Bauer, A., Bo, Y., Han, L., He, J., Lanczycki, C.J., Lu, S., Chitsaz, F., Derbyshire, M.K., Geer, R.C. & Gonzales, N.R. 2017 CDD/SPARCLE: Functional classification of proteins via subfamily domain architectures Nucleic Acids Res. 45 D1 D200 D203

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  • Moore, R.C. & Purugganan, M.D. 2003 The early stages of duplicate gene evolution Proc. Natl. Acad. Sci. USA 100 26 15682 15687

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Supplemental Fig. 1.
Supplemental Fig. 1.

Sequence information for 20 conserved motifs of PsNACs.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Supplemental Fig. 2.
Supplemental Fig. 2.

Expression analysis of PsNACs during siberian apricot fruit and kernel development by RNA-sequencing (RNA-Seq) data and quantitative real-time polymerase chain reaction (qRT-PCR). (A-K) PsNACs of fruit development; and (L-O) PsNACs of kernel development. Data were normalized to Ubiquitin-conjugating enzyme (UBC) gene and vertical bars indicate standard deviation. QRT-PCR value were given as means ± SD of three independent biological replicates. Column and line in the chart represented qRT-PCR and RNA-seq, respectively.

Citation: Journal of the American Society for Horticultural Science J. Amer. Soc. Hort. Sci. 146, 4; 10.21273/JASHS05007-20

Supplemental Table 1.

Primer sequences used for quantitative real-time polymerase chain reaction (qRT-PCR).

Supplemental Table 1.
Supplemental Table 2.

Information for NAC genes in siberian apricot genome.

Supplemental Table 2.
Supplemental Table 2.
Supplemental Table 3.

Grouping of NAC proteins in siberian apricot and arabidopsis.

Supplemental Table 3.
Supplemental Table 3.
Supplemental Table 4.

Estimated non-synonymous (Ka) to synonymous (Ks) substitution ratios and divergence times of the duplicated PsNACs.

Supplemental Table 4.
Supplemental Table 5.

Estimated non-synonymous (Ka) to synonymous (Ks) substitution ratios and divergence times of the systenic gene pairs of NAC between siberian apricot and apple.

Supplemental Table 5.
Supplemental Table 5.
Supplemental Table 5.
Supplemental Table 6.

Estimated non-synonymous (Ka) to synonymous (Ks) substitution ratios and divergence times of the syntenic gene pairs of NAC between siberian apricot and peach.

Supplemental Table 6.
Supplemental Table 6.
Supplemental Table 6.
Supplemental Table 7.

Estimated non-synonymous (Ka) to synonymous (Ks) substitution ratios and divergence times of the syntenic gene pairs of NAC between siberian apricot and japanese apricot.

Supplemental Table 7.
Supplemental Table 7.
Supplemental Table 8.

The Pearson correlation value, linear fitting equation, and R squared (R2) values between RNA-sequencing (RNA-Seq) data and quantitative real-time polymerase chain reaction (qRT-PCR) of 15 PsNACs.

Supplemental Table 8.
  • Fig. 1.

    Phylogenetic tree of the NAC genes in siberian apricot. Phylogenetic analysis of NAC genes from siberian apricot and arabidopsis using the complete protein sequences. Each of the 14 clades is indicated by a specific color.

  • Fig. 2.

    The conserved motifs and gene structures of PsNACs. (A) The motif composition of 102 PsNACs. (B) Exon/intron structures of PsNACs. The motifs, numbered 1 to 20, are displayed in boxes with different colors. The sequence information for each motif is provided in Supplemental Fig. 1. The length of the protein could be estimated using the scale at the bottom. Green boxes indicate untranslated 5′ and 3′ regions; yellow boxes indicate exons; black lines indicate introns.

  • Fig. 3.

    Distribution and segmental duplication of PsNACs. Orange lines represent the chromosomes of siberian apricot. The scale on the chromosomes represents the chromosome length. The PsNACs in red are involved in duplication events. The brown lines indicate duplicated NAC gene pairs.

  • Fig. 4.

    Synteny analysis of NAC genes between siberian apricot and three Rosaceae species: (A) apple, (B) peach, and (C) japanese apricot. Orange, purple, blue, and green blocks present chromosomes of siberian apricot (Ps1–8), apple (Md1–18), japanese apricot (Pm1–8), and peach (Pp1–8), respectively. Red lines denote syntenic NAC gene pairs.

  • Fig. 5.

    Gene expressions of PsNACs in leaf, flower bud, flower, fruit, and kernel. RNA-sequencing (RNA-seq) expressions of fruit and kernel are from 75 d after full bloom (S6). Color scale of the upper right represents the value in fragments per kilobase million (FPKM).

  • Fig. 6.

    Gene expression of PsNACs during (A) fruit and (B) kernel development. Color scale of the upper right represents the scale value in fragments per kilobase million (FPKM).

  • Supplemental Fig. 1.

    Sequence information for 20 conserved motifs of PsNACs.

  • Supplemental Fig. 2.

    Expression analysis of PsNACs during siberian apricot fruit and kernel development by RNA-sequencing (RNA-Seq) data and quantitative real-time polymerase chain reaction (qRT-PCR). (A-K) PsNACs of fruit development; and (L-O) PsNACs of kernel development. Data were normalized to Ubiquitin-conjugating enzyme (UBC) gene and vertical bars indicate standard deviation. QRT-PCR value were given as means ± SD of three independent biological replicates. Column and line in the chart represented qRT-PCR and RNA-seq, respectively.

  • Apweiler, R., Attwood, T.K., Bairoch, A., Bateman, A., Birney, E., Biswas, M., Bucher, P., Cerutti, L., Corpet, F. & Croning, M.D. 2001 The InterPro database, an integrated documentation resource for protein families, domains and functional sites Nucleic Acids Res. 29 1 37 40

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  • Delessert, C., Kazan, K., Wilson, I.W., Straeten, D.V.D., Manners, J., Dennis, E.S. & Dolferus, R. 2005 The transcription factor ATAF2 represses the expression of pathogenesis-related genes in arabidopsis Plant J. 43 5 745 757

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Duval, M., Hsieh, T.-F., Kim, S.Y. & Thomas, T.L. 2002 Molecular characterization of AtNAM: A member of the Arabidopsis NAC domain superfamily Plant Mol. Biol. 50 2 237 248

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Edgar, R.C. 2004 MUSCLE: Multiple sequence alignment with high accuracy and high throughput Nucleic Acids Res. 32 5 1792 1797

  • El-Gebali, S., Mistry, J., Bateman, A., Eddy, S.R., Luciani, A., Potter, S.C., Qureshi, M., Richardson, L.J., Salazar, G.A. & Smart, A. 2019 The Pfam protein families database in 2019 Nucleic Acids Res. 47 D1 D427 D432

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Fang, Y., You, J., Xie, K., Xie, W. & Xiong, L. 2008 Systematic sequence analysis and identification of tissue-specific or stress-responsive genes of NAC transcription factor family in rice Mol. Genet. Genomics 280 6 547 563

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Finn, R.D., Clements, J. & Eddy, S.R. 2011 HMMER web server: Interactive sequence similarity searching Nucleic Acids Res. 39 suppl_2 W29 W37

  • Gao, Y., Wei, W., Zhao, X., Tan, X., Fan, Z., Zhang, Y., Jing, Y., Meng, L., Zhu, B. & Zhu, H. 2018 A NAC transcription factor, NOR-like1, is a new positive regulator of tomato fruit ripening Hort. Res. 5 1 1 18

    • Search Google Scholar
    • Export Citation
  • García-Gómez, B.E., Salazar, J.A., Dondini, L., Martínez-Gómez, P. & Ruiz, D. 2019 Identification of QTLs linked to fruit quality traits in apricot (Prunus armeniaca L.) and biological validation through gene expression analysis using qPCR Mol. Breed. 39 2 28

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gasteiger, E., Gattiker, A., Hoogland, C., Ivanyi, I., Appel, R.D. & Bairoch, A. 2003 ExPASy: The proteomics server for in-depth protein knowledge and analysis Nucleic Acids Res. 31 13 3784 3788

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gong, X., Zhao, L., Song, X., Lin, Z., Gu, B., Yan, J., Zhang, S., Tao, S. & Huang, X. 2019 Genome-wide analyses and expression patterns under abiotic stress of NAC transcription factors in white pear (Pyrus bretschneideri) BMC Plant Biol. 19 1 1 18

    • Search Google Scholar
    • Export Citation
  • Guo, Y. & Gan, S. 2006 AtNAP, a NAC family transcription factor, has an important role in leaf senescence Plant J. 46 4 601 612

  • Hu, B., Jin, J., Guo, A.-Y., Zhang, H., Luo, J. & Gao, G. 2015a GSDS 2.0: An upgraded gene feature visualization server Bioinformatics 31 8 1296 1297

  • Hu, W., Wei, Y., Xia, Z., Yan, Y., Hou, X., Zou, M., Lu, C., Wang, W. & Peng, M. 2015b Genome-wide identification and expression analysis of the NAC transcription factor family in cassava PLoS One 10 8 e0136993

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jensen, M.K., Hagedorn, P.H., De Torres-Zabala, M., Grant, M.R., Rung, J.H., Collinge, D.B. & Lyngkjaer, M.F. 2008 Transcriptional regulation by an NAC (NAM–ATAF1, 2–CUC2) transcription factor attenuates ABA signalling for efficient basal defence towards Blumeria graminis f. sp. hordei in arabidopsis Plant J. 56 6 867 880

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jin, J.F., Wang, Z.Q., He, Q.Y., Wang, J.Y., Li, P.F., Xu, J.M., Zheng, S.J., Fan, W. & Yang, J.L. 2020 Genome-wide identification and expression analysis of the NAC transcription factor family in tomato (Solanum lycopersicum) during aluminum stress BMC Genomics 21 1 14

    • Search Google Scholar
    • Export Citation
  • Kikuchi, K., Ueguchi-Tanaka, M., Yoshida, K., Nagato, Y., Matsusoka, M. & Hirano, H.-Y. 2000 Molecular analysis of the NAC gene family in rice Mol. Gen. Genet. 262 6 1047 1051

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kim, H.S., Park, B.O., Yoo, J.H., Jung, M.S., Lee, S.M., Han, H.J., Kim, K.E., Kim, S.H., Lim, C.O. & Yun, D.-J. 2007 Identification of a calmodulin-binding NAC protein as a transcriptional repressor in arabidopsis J. Biol. Chem. 282 50 36292 36302

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Koch, M.A., Haubold, B. & Mitchell-Olds, T. 2000 Comparative evolutionary analysis of chalcone synthase and alcohol dehydrogenase loci in Arabidopsis, Arabis, and related genera (Brassicaceae) Mol. Biol. Evol. 17 10 1483 1498

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kumar, S., Stecher, G., Li, M., Knyaz, C. & Tamura, K. 2018 MEGA X: Molecular evolutionary genetics analysis across computing platforms Mol. Biol. Evol. 35 6 1547 1549

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Le, D.T., Nishiyama, R., Watanabe, Y., Mochida, K., Yamaguchi-Shinozaki, K., Shinozaki, K. & Tran, L.-S.P. 2011 Genome-wide survey and expression analysis of the plant-specific NAC transcription factor family in soybean during development and dehydration stress DNA Res. 18 4 263 276

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Letunic, I. & Bork, P. 2016 Interactive tree of life (iTOL) v3: An online tool for the display and annotation of phylogenetic and other trees Nucleic Acids Res. 44 W1 W242 W245

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Letunic, I. & Bork, P. 2018 20 years of the SMART protein domain annotation resource Nucleic Acids Res. 46 D1 D493 D496

  • Liu, X., Bartholomew, E., Black, K., Dong, M., Zhang, Y., Yang, S., Cai, Y., Xue, S., Weng, Y. & Ren, H. 2018 Comprehensive analysis of NAC transcription factors and their expression during fruit spine development in cucumber (Cucumis sativus L.) Hort. Res. 5 1 1 14

    • Search Google Scholar
    • Export Citation
  • Mao, C., Ding, W., Wu, Y., Yu, J., He, X., Shou, H. & Wu, P. 2007 Overexpression of a NAC-domain protein promotes shoot branching in rice New Phytol. 176 2 288 298

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Marchler-Bauer, A., Bo, Y., Han, L., He, J., Lanczycki, C.J., Lu, S., Chitsaz, F., Derbyshire, M.K., Geer, R.C. & Gonzales, N.R. 2017 CDD/SPARCLE: Functional classification of proteins via subfamily domain architectures Nucleic Acids Res. 45 D1 D200 D203

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mitsuda, N., Iwase, A., Yamamoto, H., Yoshida, M., Seki, M., Shinozaki, K. & Ohme-Takagi, M. 2007 NAC transcription factors, NST1 and NST3, are key regulators of the formation of secondary walls in woody tissues of arabidopsis Plant Cell 19 1 270 280

    • Crossref
    • Search Google Scholar
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Contributor Notes

This work was supported by the National Natural Science Foundation of China (31901342), the Fundamental Research Funds for the Central Non-profit Research Institution of Chinese Academy of Forestry (CAFYBB2020ZY003), and the key R&D and Promotion of He’nan Province of China (192102110063).

T.W. and L.W. are the corresponding authors. E-mail: wanglin1815@163.com or tanatanan@163.com.

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  • Fig. 1.

    Phylogenetic tree of the NAC genes in siberian apricot. Phylogenetic analysis of NAC genes from siberian apricot and arabidopsis using the complete protein sequences. Each of the 14 clades is indicated by a specific color.

  • Fig. 2.

    The conserved motifs and gene structures of PsNACs. (A) The motif composition of 102 PsNACs. (B) Exon/intron structures of PsNACs. The motifs, numbered 1 to 20, are displayed in boxes with different colors. The sequence information for each motif is provided in Supplemental Fig. 1. The length of the protein could be estimated using the scale at the bottom. Green boxes indicate untranslated 5′ and 3′ regions; yellow boxes indicate exons; black lines indicate introns.

  • Fig. 3.

    Distribution and segmental duplication of PsNACs. Orange lines represent the chromosomes of siberian apricot. The scale on the chromosomes represents the chromosome length. The PsNACs in red are involved in duplication events. The brown lines indicate duplicated NAC gene pairs.

  • Fig. 4.

    Synteny analysis of NAC genes between siberian apricot and three Rosaceae species: (A) apple, (B) peach, and (C) japanese apricot. Orange, purple, blue, and green blocks present chromosomes of siberian apricot (Ps1–8), apple (Md1–18), japanese apricot (Pm1–8), and peach (Pp1–8), respectively. Red lines denote syntenic NAC gene pairs.

  • Fig. 5.

    Gene expressions of PsNACs in leaf, flower bud, flower, fruit, and kernel. RNA-sequencing (RNA-seq) expressions of fruit and kernel are from 75 d after full bloom (S6). Color scale of the upper right represents the value in fragments per kilobase million (FPKM).

  • Fig. 6.

    Gene expression of PsNACs during (A) fruit and (B) kernel development. Color scale of the upper right represents the scale value in fragments per kilobase million (FPKM).

  • Supplemental Fig. 1.

    Sequence information for 20 conserved motifs of PsNACs.

  • Supplemental Fig. 2.

    Expression analysis of PsNACs during siberian apricot fruit and kernel development by RNA-sequencing (RNA-Seq) data and quantitative real-time polymerase chain reaction (qRT-PCR). (A-K) PsNACs of fruit development; and (L-O) PsNACs of kernel development. Data were normalized to Ubiquitin-conjugating enzyme (UBC) gene and vertical bars indicate standard deviation. QRT-PCR value were given as means ± SD of three independent biological replicates. Column and line in the chart represented qRT-PCR and RNA-seq, respectively.

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