Literature DB >> 35876146

Rearrangement with the nkd2 promoter contributed to allelic diversity of the r1 gene in maize (Zea mays).

Hao Wu1, Guosheng Li2, Junpeng Zhan2, Shanshan Zhang2, Brandon D Beall1,3, Ramin Yadegari2, Philip W Becraft1,3.   

Abstract

The maize red1 (r1) locus regulates anthocyanin accumulation and is a classic model for allelic diversity; changes in regulatory regions are responsible for most of the variation in gene expression patterns. Here, an intrachromosomal rearrangement between the distal upstream region of r1 and the region of naked endosperm 2 (nkd2) upstream to the third exon generated a nkd2 null allele lacking the first three exons, and the R1-st (stippled) allele with a novel r1 5' promoter region homologous to 5' regions from nkd2-B73. R1-sc:124 (an R1-st derivative) shows increased and earlier expression than a standard R1-g allele, as well as ectopic expression in the starchy endosperm compartment. Laser capture microdissection and RNA sequencing indicated that ectopic R1-sc:124 expression impacted expression of genes associated with RNA modification. The expression of R1-sc:124 resembled nkd2-W22 expression, suggesting that nkd2 regulatory sequences may influence the expression of R1-sc:124. The r1-sc:m3 allele is derived from R1-sc:124 by an insertion of a Ds6 transposon in intron 4. This insertion blocks anthocyanin regulation by causing mis-splicing that eliminates exon 5 from the mRNA. This allele serves as an important launch site for Ac/Ds mutagenesis studies, and two Ds6 insertions believed to be associated with nkd2 mutant alleles were actually located in the r1 5' region. Among annotated genomes of teosinte and maize varieties, the nkd2 and r1 loci showed conserved overall gene structures, similar to the B73 reference genome, suggesting that the nkd2-r1 rearrangement may be a recent event.
© 2022 The Authors. The Plant Journal published by Society for Experimental Biology and John Wiley & Sons Ltd.

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Keywords:  zzm321990Zea mayszzm321990; aleurone; anthocyanin; inversion; kernel

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Year:  2022        PMID: 35876146      PMCID: PMC9546038          DOI: 10.1111/tpj.15918

Source DB:  PubMed          Journal:  Plant J        ISSN: 0960-7412            Impact factor:   7.091


INTRODUCTION

The maize red1 (r1) gene is a classic system for studying allelic variation. It encodes a helix–loop–helix transcription factor that, in combination with C1 (COLORED ALEURONE1), regulates spatial and temporal anthocyanin pigmentation (Ludwig & Wessler, 1990). Anthocyanin provides a convenient marker that has allowed the identification of numerous alleles, including structural variants, of r1. The products of r1 gene family members are functional in most or all plant tissues, suggesting that allelic variation in pigmentation patterns is due to variation in gene regulatory sequences and expression (Goff et al., 1990; Ludwig et al., 1989). A summary of the homozygous phenotypes of r1 alleles relevant to this study is presented in Table 1.
Table 1

Summary of r1 alleles used in this study

R1 allelePhenotype of homozygousReference
R1‐r (R1‐r:standard)Anthocyanin‐pigmented aleurone; anthocyanin‐pigmented plant tissuesStadler, 1946; Stadler & Emmerling, 1956; Dooner & Kermicle, 1971
R1‐g Anthocyanin‐pigmented aleurone; green plant tissuesWalker et al., 1997
R1‐Navajo (R1‐nj)A patch of anthocyanin‐pigmented aleurone on the crown; anthocyanin‐pigmented plant tissuesDellaporta et al., 1988
R1‐sc:124 Strongly anthocyanin‐pigmented aleuroneAshman, 1960, McWhirter & Brink, 1962
R1‐stippled (R1‐st)Stippled endosperm (sporadic anthocyanin‐pigmented aleurone)Eggleston et al., 1995
R1‐marbled (R1‐mb)Marbled anthocyanin‐pigmented aleuronePanavas et al., 1999
r1‐sc:m3 Unpigmented aleurone (yellow kernels); no anthocyanin‐pigmented plant tissuesKermicle et al., 1989; Alleman & Kermicle, 1993; Conrad & Brutnell, 2005; Vollbrecht et al., 2010
Summary of r1 alleles used in this study The R1 gene has also been instrumental in the study and utilization of transposable elements. In particular, the r1‐sc::m3 allele (usually denoted r1‐m3) is a useful marker for Activator (Ac) activity due to the presence of a non‐autonomous Dissociation (Ds), specifically a Ds6, insertion, which renders the r1 gene inactive. In the absence of Ac activity, homozygous r1‐sc::m3 kernels show a stable absence of anthocyanin pigmentation. The presence of an active Ac element elsewhere in the genome can catalyze the transposition of Ds elements, causing reversion of R1 function, which is visible as sectors of anthocyanin pigmentation, allowing selection of Ds transposition events that can be screened in mutagenesis studies (Dellaporta & Moreno, 1994). The Ac/Ds project was a large‐scale transposon mutagenesis effort that utilized several selectable mutant genes, including r1‐sc::m3, as donor sites for Ds transpositions (Ahern et al., 2009; Vollbrecht et al., 2010). Chromosome rearrangements can result in changes in gene copy number, structure or expression and rearrangements involving regulatory regions may directly alter the location, timing or level of gene expression. Indeed, there is structural variation at the r1 locus, some of which results from chromosomal rearrangements (Walker et al., 1995), which impacts the pattern of R1 gene expression and, hence, anthocyanin pigmentation. Structural variants range from a simple transcription unit such as R1‐nj (Dellaporta et al., 1988), to complex alleles containing multiple transcription units encoding R1 proteins (Eggleston et al., 1995, Panavas et al., 1999, Walker & Panavas, 2001). The well‐studied standard R‐r allele (R‐r:std) pigments both seed and plant, and these components are genetically separable by mutation or recombination (Dooner & Kermicle, 1971; Stadler, 1946; Stadler & Emmerling, 1956). The R‐r allele is a gene complex consisting of four components: the P (plant) component is associated with pigmentation of vegetative tissues, q is a truncated inactive region, and two duplicated S (seed) components, S1 and S2, confer pigmentation to the aleurone (AL). S1 and S2 are arranged in opposite orientations separated by a 381‐bp region (called the σ region) that apparently acts as a bidirectional promoter (Walker et al., 1995). The distance between P and q components is approximately 190 kbp and the distance between q and S is approximately 20 kbp (Walker et al., 1997). Remnants of Dopia‐like elements suggest transposon activity induced rearrangements during the genesis of this allele (Walker et al., 1995). The R1‐stippled (R1‐st) and R1‐marbled (R1‐mb) alleles are also each multi‐gene complexes. R1‐st contains four components, the R1‐sc (self‐colored) gene with a transposable element (I‐R, inhibitor of R1, which may be responsible for the stippled kernel phenotype) inserted in the seventh exon, followed by three tandem duplications of R1‐nc (near‐colorless) (Eggleston et al., 1995). The R1‐marbled (R1‐mb) complex contains three genes, Scm (similar sequence as R1‐sc) with a transposable element, Shooter (Sho), which is associated with the marbled kernel phenotype, and two tandem duplicated Lcm genes (Panavas et al., 1999). R1‐st and R1‐mb each have paramutagenic properties that can induce a meiotically heritable suppression of standard R1 alleles when combined as heterozygotes (Brink, 1973; Giacopelli & Hollick, 2015; Panavas et al., 1999). Duplicated components of R1 complexes have similar coding sequences but the promoter regions are variable and may be associated with temporal or tissue‐specific expression patterns (Li et al., 2001). While it is documented that gene duplications and rearrangements have contributed to much of the allelic diversity at the r1 locus, and that variation among gene promoters is responsible for much of the variation in expression, the origins of r1 promoters remain largely unknown. Here we show that the upstream regulatory region (i.e., promoter) of R1‐st shares sequence homology with the region upstream to the third exon of the naked endosperm2 (nkd2) gene. The nkd2 gene encodes an indeterminate domain transcription factor that, together with its duplicated partner gene, nkd1, regulates multiple processes in endosperm development (Gontarek et al., 2016; Yi et al., 2015). The nkd2 gene is linked to r1, approximately 1.1 Mb away in the B73 reference genome (Jiao et al., 2017). The r1‐sc:m3 allele was derived by a Ds6 insertion into R1‐sc:124 (Alleman & Kermicle, 1993; Kermicle, 1980) and R1‐sc:124 is in turn a simplex allele derived from the complex R1‐st allele (Ashman, 1960; McWhirter & Brink, 1962). Sequence analysis suggests that the 5′ promoter regions of the R1‐st allele originated from localized sequence rearrangements that translocated nkd2 promoter sequences to the r1 locus, and that r1 alleles derived from or related to R1‐st, including r1‐sc::m3, R1‐sc:124 and R1‐mb, share this same rearrangement. This event eliminated nkd2 function and likely altered the expression of r1.

RESULTS

W22 variant lacked nkd2 expression

We identified a nkd1 mutant allele, nkd1‐Ds, and surprisingly, nkd2 transcript was not detected in this mutant line (Figure S1), which was counter to previously published results where the nkd2 transcript level showed a compensatory rise in nkd1 mutants (Yi et al., 2015). The nkd1‐Ds allele was identified in the Ac/Ds project, described above (Ahern et al., 2009; Vollbrecht et al., 2010). To explore the basis of this anomalous result, we examined nkd2 expression in the W22 inbred line that served as a genetic background for this project. Both yellow‐ and purple‐kerneled W22 variants were used in this project. The purple carried the R1‐g allele, while this particular yellow variant harbored the r1‐sc:m3 allele, which was stable due to a lack of Ac transposase activity (Alleman & Kermicle, 1993; Conrad & Brutnell, 2005; Kermicle et al., 1989; Vollbrecht et al., 2010). Total RNA was isolated from endosperms of R1‐g and r1‐sc:m3 W22 variants that were 12 and 24 days after pollination (DAP), and semi‐quantitative reverse transcription–polymerase chain reaction (semi‐qRT‐PCR) was performed. Expression of nkd2 was detected in the purple variants but not in r1‐sc:m3 (Figure 1a). PCR amplification from genomic DNA using the same nkd2 primer set indicates that the lack of product was not due to sequence polymorphism, and semi‐qRT‐PCR of GAPDH showed all RNA samples were intact.
Figure 1

Sequence polymorphisms at the nkd2 locus between purple (R1‐g) and yellow (r1‐sc:m3) W22 variants.

(a) No nkd2 transcript is detectable in r1‐sc:m3 endosperm using primers that amplify a product from R1‐g RNA or genomic DNA from either line. GAPDH control RT‐PCR demonstrated intact RNA in each sample. DAP, days after pollination.

(b) Gene structure of nkd2 in B73 RefGen_v4 and in W22 R1‐g. Arrows represent intron, gray represents untranslated regions and black coding regions. Purple lines represent PCR products mentioned in (c,d). Orange lines represent sequenced regions of W22 r1‐sc:m3 mapped to the reference nkd2 locus. Parentheses and triangle represent gaps and an insertion, respectively.

(c) Agarose gel showing different amplification patterns of 5 nkd2 fragments in the two W22 variants.

(d) PCR tests of nkd2 gene integrity suggest that sequences from the 5′ region are not contiguous with 3′ in the r1‐sc:m3 W22 variant.

(e) Nanopore long read assembly and alignments of contig #608677 to B73 nkd2. Color‐coded histograms indicate nucleotide conservation, with green bar representing highly conserved regions and red/yellow bar representing diverse regions.

Sequence polymorphisms at the nkd2 locus between purple (R1‐g) and yellow (r1‐sc:m3) W22 variants. (a) No nkd2 transcript is detectable in r1‐sc:m3 endosperm using primers that amplify a product from R1‐g RNA or genomic DNA from either line. GAPDH control RT‐PCR demonstrated intact RNA in each sample. DAP, days after pollination. (b) Gene structure of nkd2 in B73 RefGen_v4 and in W22 R1‐g. Arrows represent intron, gray represents untranslated regions and black coding regions. Purple lines represent PCR products mentioned in (c,d). Orange lines represent sequenced regions of W22 r1‐sc:m3 mapped to the reference nkd2 locus. Parentheses and triangle represent gaps and an insertion, respectively. (c) Agarose gel showing different amplification patterns of 5 nkd2 fragments in the two W22 variants. (d) PCR tests of nkd2 gene integrity suggest that sequences from the 5′ region are not contiguous with 3′ in the r1‐sc:m3 W22 variant. (e) Nanopore long read assembly and alignments of contig #608677 to B73 nkd2. Color‐coded histograms indicate nucleotide conservation, with green bar representing highly conserved regions and red/yellow bar representing diverse regions.

Lack of nkd2 expression is associated with disruption of the nkd2 locus

To explore the basis for the lack of nkd2 expression, PCR primers were designed to amplify genomic DNA of the nkd2 locus, based on the W22 reference genome (Zm‐W22‐REFERENCE‐NRGENE‐2.0) (Springer et al., 2018). Sets of primers covering the entire transcribed region as well as 731 bases of 5′ promoter region all produced the expected amplification products in the W22 R1‐g line (Figure 1b,c and S2). However, in W22 r1‐sc:m3, two of the primer pairs produced different size products, whereas three of the primer pairs did not amplify any product. To explore unknown regions of nkd2 in the W22 r1‐sc:m3 variant, thermal asymmetric interlaced (TAIL)‐PCR was performed (Figure S2). We were able to extend the 3′ fragment (SeqN2F8/R8) in the 5′ direction, and extend the 5′ fragment (SN2F2/R2) in both the 3′ and 5′ directions. Combining PCR amplicons and TAIL products we were able to assemble two contigs manually corresponding to the 5′ and 3′ regions of the nkd2 locus. Each contig also contained insertions and/or deletions in the r1‐sc:m3 variant relative to the normal W22 reference genome (Springer et al., 2018). The 5′ contig was, in total, 2833 bp and contained deletions of 1543 bp from upstream of the 5′ UTR and 765 bp from the middle of exon 2 to the middle of intron 2, as well as an insertion of 472 bp in intron 1 (Figure 1b,c). The 3′ contig spanned 1422 bp and included a deletion of 269 bases corresponding to the 3′ untranscribed region (Figure 1b,c). The 5′ contig ended in the middle of intron 2 while the 3′ contig began in the middle of intron 3. Whereas PCR could readily amplify DNA between the contigs in W22 R1‐g, this region could not be amplified from the r1‐sc:m3 variant (Figure 1d), suggesting these regions might not be contiguous. To explore further the structure of the nkd2 gene in this variant, nanopore long‐read sequencing and de novo assembly was performed. One nanopore contig (#608677) contained the 3′ region of nkd2 from the middle of intron 3 to downstream of the 3′ UTR; however, the 5′ region of this contig did not match known genomic sequences associated with the nkd2 locus (Figure 1e). Sequences associated with the 5′ portion of the nkd2 gene were contained in a different contig (#60167; Figure 2); however, the 3′ end of this contig also did not match known nkd2 sequence.
Figure 2

Chromosomal sequences rearranged between the nkd2 and r1 loci.

(a) Architecture of the upstream region of nkd2‐B73, R1‐sc and R1‐p. The R1‐sc upstream region showed six blocks based on homology with corresponding regions at nkd2 and R1‐p. Yellow blocks are found in both nkd2 and r1 alleles. Yellow, purple, and blue lines with primer names represent PCR amplicons to test the location, existence or integrity of corresponding regions.

(b) Agarose gel showing amplification products from the 5′ regions of different r1 alleles.

(c) Alignment of Nanopore long read contig #60167 with R1‐sc promoter and 5′ UTR. Color‐coded histograms indicate nucleotide conservation, with green bars representing identity.

(d) The 5′ portion of contig #608677 (Figure 1e), that did not match nkd2, showed homology to sequences located about 11 kb upstream of r1 in B73. This is designated block 7.

(e) Inferred chromosome structure in R1‐sc.

(f) Agarose gel showing products of PCR with primers Ynkd2F and SeqN2R5 (shown in e) confirming the proximity of block 7 to the nkd2 locus.

Chromosomal sequences rearranged between the nkd2 and r1 loci. (a) Architecture of the upstream region of nkd2‐B73, R1‐sc and R1‐p. The R1‐sc upstream region showed six blocks based on homology with corresponding regions at nkd2 and R1‐p. Yellow blocks are found in both nkd2 and r1 alleles. Yellow, purple, and blue lines with primer names represent PCR amplicons to test the location, existence or integrity of corresponding regions. (b) Agarose gel showing amplification products from the 5′ regions of different r1 alleles. (c) Alignment of Nanopore long read contig #60167 with R1‐sc promoter and 5′ UTR. Color‐coded histograms indicate nucleotide conservation, with green bars representing identity. (d) The 5′ portion of contig #608677 (Figure 1e), that did not match nkd2, showed homology to sequences located about 11 kb upstream of r1 in B73. This is designated block 7. (e) Inferred chromosome structure in R1‐sc. (f) Agarose gel showing products of PCR with primers Ynkd2F and SeqN2R5 (shown in e) confirming the proximity of block 7 to the nkd2 locus.

Sequences from the nkd2 5′ region are associated with the r1‐sc:m3 gene promoter region

Analysis of the nkd2 locus suggested that the 5′ contig containing putative promoter sequences might not be contiguous with the 3′ contig containing exon 4, and furthermore, that each of these contigs contained sequences not associated with the normal nkd2 gene. To explore the nature of each contig, the sequences were subjected to BLASTn performed against Zea mays (taxonomy ID: 4577) nucleotide sequences curated at NCBI. Surprisingly, the 5′ contig showed the strongest match (maximum score 2303; query coverage 97%) with promoter sequences of R1‐st (accession number AF380388.1). The GenBank sequence is derived from the sc component of the complex R1‐st allele (Li et al., 2001). R1‐sc:124 is a simplex allele, derived from R1‐st, conferring strongly pigmented AL and scutellum (Ashman, 1960; Kermicle, 1980; McWhirter & Brink, 1962) and the r1‐sc:m3 allele was derived from R1‐sc:124 by insertion of a Ds6 transposable element (Alleman & Kermicle, 1993; Kermicle, 1980). As such, we hypothesized that the 5′ contig was in fact associated with the r1 locus rather than with nkd2. In the B73_v4 genome assembly, the nkd2 and r1 loci are in divergent orientations and separated by approximately 1.1 Mb. Figure 2a represents the blocks of sequence homology, numbered 1, 2, 4, and 5, as they are arranged in the nkd2 gene compared with R1‐sc. These blocks are variably dispersed in the nkd2 location but directly adjacent to one another at R1‐sc. The exception is blocks 2 and 4, which are adjacent at nkd2 but separated by an insertion labeled “3” in R1‐sc. This insertion of 471 bp has characteristics of non‐long terminal repeat retrotransposons and has been designated Bnot (Li et al., 2001). Region 6 was contained in the published R1‐st promoter sequence but bore no homology to nkd2. It includes r1 exon 1, intron 1 and part of exon 2, and matches sequences in the R1 r‐P allele (accession number AF380390, Li et al., 2001). To test the hypothesis that these sequences are in fact associated with r1, several PCR experiments were conducted (Figure 2b) based on the published W22 genome sequence (Springer et al., 2018). Primer pair RstF/R spans from block 4 (putatively derived from nkd2) to block 6 (affiliated with r1). In a W22 line carrying the standard R1‐g allele, no amplification product was produced as expected for primer sites located at distant loci. However, in W22 r1‐sc:m3, this primer pair produced a product indicating that in this genetic background these primer sites are contained in a contiguous region. The R1F1/Rst3NR primer pair spans from the r1‐P promoter to block 6. As expected, this primer pair produced an amplification product in W22 R1‐g; however, no product was produced from W22 r1‐sc:m3. All PCR products were confirmed by sequencing. To confirm further that nkd2 5′ sequences were contiguous with the r1‐sc:m3 allele, the nanopore long‐read genomic sequences derived from W22 r1‐sc:m3 were aligned with the published R1‐st promoter sequence. As shown in Figure 2c the long‐read contig #60617 aligns throughout the entirety of the R1‐st sequence, including both upstream regions as well as transcribed regions. The association of nkd2 sequences with the r1 locus suggested that a chromosome rearrangement may have occurred. Consistent with this, when sequences from the 5′ end of long‐read contig 608677 (Figure 1e), which did not match sequences from nkd2‐B73, were used in a BLAST search of the maize genome, a match was detected to sequences located about 11 kb 5′ of the r1 gene in the B73_v4 genome assembly (Figure 2d). Thus, sequences associated with the r1 locus in B73 are associated with the nkd2 in the r1‐sc:m3 line (block 7 in Figure 2e), and it appears that a chromosome rearrangement resulted in an exchange of DNA fragments between the r1 and nkd2 loci.

Re‐evaluation of alleles

We previously reported the isolation of two Ds‐containing nkd2 mutants, nkd2‐Ds0766 and ‐Ds0297, identified from the Ac/Ds project (Yi et al., 2015). In light of the current findings, we reanalyzed these alleles and found the Ds insertions were located in rearranged nkd2 sequences that were actually associated with the r1 locus in this background (Figure 3a,b). Analysis of the original Ds6 insertion site from the R1‐sc:m3 locus in each line showed that the Ds6 element was no longer present but a footprint of the target site duplication remained (Figure 3c). Thus each of these events appears to represent a localized transposition that reinserted into the 5′ region of the donor locus. PCR using primers that spanned the breakpoint of the rearranged nkd2 locus confirmed that both these lines contained the disrupted nkd2 gene (Figure 3b).
Figure 3

Ds insertions at r1 locus.

(a) Architecture of r1 locus and Ds6 insertions in r1‐sc:m3 and two alleles originally ascribed as nkd2 mutants, R1‐Ds0766 and r1‐ Ds0297. Red arrows show PCR primers used for detecting Ds elements. Hatch marks denote chromosomal regions that were omitted from the figure for the sake of space.

(b) Agarose gel shows PCR amplification products that confirm architecture and insertion sites shown in (a), compared with R1‐g. The primer pairs tested the integrity of nkd2 (N23NF3/N23N), the rearrangement of nkd2 and r1 (Ynkd2F3/Ynkd2R), and the Ds6 insertions in r1‐Ds0766 (nkd2‐F/R and nkd2‐F/W22‐Ds), r1‐Ds0297 (Rst‐F/R and W22‐Ds/Rst‐R), and r1‐sc:m3 (Rsc1‐DsF/R and Rsc1‐DsF/JGp3).

(c) Sequences of intron 4 from several r1 alleles at the site of the Ds6 insertion in r1‐sc:m3. R1‐sc:Ds0766, and r1‐sc:Ds0297 contain putative Ds footprints suggesting transposition from this donor site contributed to the promoter insertions.

Ds insertions at r1 locus. (a) Architecture of r1 locus and Ds6 insertions in r1‐sc:m3 and two alleles originally ascribed as nkd2 mutants, R1‐Ds0766 and r1‐ Ds0297. Red arrows show PCR primers used for detecting Ds elements. Hatch marks denote chromosomal regions that were omitted from the figure for the sake of space. (b) Agarose gel shows PCR amplification products that confirm architecture and insertion sites shown in (a), compared with R1‐g. The primer pairs tested the integrity of nkd2 (N23NF3/N23N), the rearrangement of nkd2 and r1 (Ynkd2F3/Ynkd2R), and the Ds6 insertions in r1‐Ds0766 (nkd2‐F/R and nkd2‐F/W22‐Ds), r1‐Ds0297 (Rst‐F/R and W22‐Ds/Rst‐R), and r1‐sc:m3 (Rsc1‐DsF/R and Rsc1‐DsF/JGp3). (c) Sequences of intron 4 from several r1 alleles at the site of the Ds6 insertion in r1‐sc:m3. R1‐sc:Ds0766, and r1‐sc:Ds0297 contain putative Ds footprints suggesting transposition from this donor site contributed to the promoter insertions.

transcript levels are elevated in alleles

As reported, the Ds0766 line with a disrupted nkd2 gene does not show nkd2 expression (Yi et al., 2015). This line contained kernels pigmented with anthocyanin indicating that R1 gene was functional (Figure 4a). Sequencing of RNA (RNA‐seq) data generated from the 16 DAP endosperm of the Ds0766 line showed that the mean r1 transcript levels were 114‐fold higher than with a standard R1‐g allele in a congenic W22 background (Figure 4b). Consistent with higher expression levels, kernels of the R1‐sc:Ds0766 line began accumulating pigment earlier than R1‐g kernels grown under the same field conditions (Figure 4a).
Figure 4

Expression of r1 in lines with R1‐sc:124 derivative alleles.

(a) 16 days after pollination (DAP) cobs of purple‐kernel W22 R1‐g versus R1‐sc:Ds0766 at. The R1‐sc allele confers early anthocyanin accumulation.

(b) Expression of nkd2 and r1 in W22 R1‐g and R1‐sc:Ds0766 endosperms at 16 DAP. The numbers at the top of bars represent RPKM values. Error bars represent standard error of RPKM, and asterisk marks the significance at P < 0.0001 by Student's t‐test.

(c) Semi‐qRT‐PCR testing the expression of r1 in R1‐g and r1‐sc:m3 at 12 and 24 DAP with GAPDH as internal control. (d) Semi‐qRT‐PCR testing expression of R1‐g and R1‐sc:Ds0766, compared with nkd2, in starchy endosperm (SE) compartment versus whole endosperm (WE) at 16 DAP. Marker genes included al9 (AL), ss‐I (SE), and GAPDH (constitutive control).

Expression of r1 in lines with R1‐sc:124 derivative alleles. (a) 16 days after pollination (DAP) cobs of purple‐kernel W22 R1‐g versus R1‐sc:Ds0766 at. The R1‐sc allele confers early anthocyanin accumulation. (b) Expression of nkd2 and r1 in W22 R1‐g and R1‐sc:Ds0766 endosperms at 16 DAP. The numbers at the top of bars represent RPKM values. Error bars represent standard error of RPKM, and asterisk marks the significance at P < 0.0001 by Student's t‐test. (c) Semi‐qRT‐PCR testing the expression of r1 in R1‐g and r1‐sc:m3 at 12 and 24 DAP with GAPDH as internal control. (d) Semi‐qRT‐PCR testing expression of R1‐g and R1‐sc:Ds0766, compared with nkd2, in starchy endosperm (SE) compartment versus whole endosperm (WE) at 16 DAP. Marker genes included al9 (AL), ss‐I (SE), and GAPDH (constitutive control). Somewhat surprisingly, r1 transcript levels were also elevated in the r1‐sc:m3 allele, even when using PCR primers 3′ of the Ds6 insertion (Figure 4c), which raised the question of why this allele was non‐functional. The insertion of Ds6 in intron 4 between exons 4 and 5 suggested the possibility of disrupted RNA splicing and sequencing of cDNA fragments that spanned from exons 4 to 6 showed that indeed exon 5 was spliced out of the r1‐sc:m3 transcript (Figure 5a–cand S3). This mis‐splicing causes an in‐frame deletion of five codons encoding S‐A‐S‐I‐Q (Figure 5c). Protein sequence alignment of R1 homologs from a variety of grass species shows that four of these amino acids are invariant and the first S is conserved (Figure 5d). These five amino acids reside within the domain involved in heterodimerization with the C1 protein required for R1 activity in regulating anthocyanin biosynthesis (Figure S3) (Sainz et al., 1994). The R1‐sc:Ds0766 transcript showed normal splicing indicating that this represents a revertant of the r1‐sc:m3 allele (Figure 5b,c). In addition, r1 transcript is ectopically expressed in starchy endosperm (SE) of R1‐sc:Ds0766, and the pattern is similar to nkd2 in SE of R1‐g (Figure 4d).
Figure 5

Ds6 causes mis‐splicing of the r1‐sc:m3 transcript.

(a) Architecture of r1 canonical transcript. Blue arrow represents exon 5 (Ex5), which is mis‐spliced out in r1‐sc:m3 transcripts. Thin blue arrows represent a primer pair to amplify the region flanking exon 5. UTR, untranslated region.

(b) Agarose gel showing size differences between R1‐g, r1‐sc:m3, and R1‐sc:Ds0766 PCR amplicons from the region containing exon 5 (primer pair RT‐R1MF/RT‐R1MR).

(c) Sequence alignment between R1‐g, r1‐sc:m3, and R1‐sc:Ds0766 at the Ex5‐flanking region. Exon 5 is missing from r1‐sc:m3 transcripts.

(d) Amino acid sequence conservation at the exon 5 region among R1 homologous proteins from selected grass species and the maize syntelog B1.

Ds6 causes mis‐splicing of the r1‐sc:m3 transcript. (a) Architecture of r1 canonical transcript. Blue arrow represents exon 5 (Ex5), which is mis‐spliced out in r1‐sc:m3 transcripts. Thin blue arrows represent a primer pair to amplify the region flanking exon 5. UTR, untranslated region. (b) Agarose gel showing size differences between R1‐g, r1‐sc:m3, and R1‐sc:Ds0766 PCR amplicons from the region containing exon 5 (primer pair RT‐R1MF/RT‐R1MR). (c) Sequence alignment between R1‐g, r1‐sc:m3, and R1‐sc:Ds0766 at the Ex5‐flanking region. Exon 5 is missing from r1‐sc:m3 transcripts. (d) Amino acid sequence conservation at the exon 5 region among R1 homologous proteins from selected grass species and the maize syntelog B1.

gene promoter is derived from nkd2 by chromosome rearrangement

Our data support the notion that a chromosome rearrangement distinguishes R1‐B73, as annotated in the B73_v.4 genome assembly, from R1‐st and derivative R1‐sc alleles (Jiao et al., 2017; Li et al., 2001). Given the syntenic relationship between nkd2 and nkd1, it seemed more likely that the R1‐B73 state was ancestral because the nkd2 gene is disrupted and non‐functional in the R1‐sc state. Several other r1 alleles were examined; similar to R1‐g (purple AL, green plant), the R1‐nj (purple AL on crown of kernel, purple plant tissues) allele showed gene structures at the r1 and nkd2 loci that match B73 RefGen_v4 (Figure 6a). A similar pattern of PCR amplification to the r1‐sc:m3 allele was observed in an R1‐mb and two R1‐st accessions except that products from the promoter region of r1 were slightly smaller. Sequencing of these products showed that they lacked the Bnot element (region 3) similar to R1‐sc:n5992 (Li et al., 2001) but that they otherwise matched the R1‐sc allele (Figure S4). These alleles did not show evidence of a footprint making it difficult to determine whether the Bnot element inserted after occurrence of the rearrangement to produce the R1‐sc124 configuration or there was a perfect excision.
Figure 6

Integrity of the nkd2 gene in select r1 alleles and Zea mays genomes.

(a) PCR test for the presence of an intact nkd2 gene or the nkd2‐r1 rearrangement in r1 alleles R1‐g, r1‐sc:m3, R1‐st (2‐COOP), R1‐st (Bolivia781), and R1‐mb (Pisccorunto, and R1‐nj. All the R1‐st or ‐mb alleles contained the rearrangement but not R1‐g nor R1‐nj.

(b) Alignment of the nkd2 locus among teosinte and maize lines with publicly assembly genome assemblies. All lines appeared to contain an intact nkd2 locus with all the exons.

Integrity of the nkd2 gene in select r1 alleles and Zea mays genomes. (a) PCR test for the presence of an intact nkd2 gene or the nkd2‐r1 rearrangement in r1 alleles R1‐g, r1‐sc:m3, R1‐st (2‐COOP), R1‐st (Bolivia781), and R1‐mb (Pisccorunto, and R1‐nj. All the R1‐st or ‐mb alleles contained the rearrangement but not R1‐g nor R1‐nj. (b) Alignment of the nkd2 locus among teosinte and maize lines with publicly assembly genome assemblies. All lines appeared to contain an intact nkd2 locus with all the exons. The nkd2‐r1 region was also examined among some annotated Z. mays genome sequences, including B73, W22, CML247, F7, EP1, PH207 and the teosinte Z. mays ssp. mexicana. Multiple alignment of nkd2 genomic sequences revealed general conservation in the overall gene structure as well as sequence conservation throughout the gene (Figure 6b). In addition, BLAST of regions 4 and 5 (Figure 2a) against other grass species showed that they match well with genes encoding the indeterminate domain transcription factors (Table S2), consistent with the expectation that an intact nkd2 is the ancestral state. Multiple alignment of r1 genomic sequences also showed conservation in overall gene structure (Figure S4). Coding regions were well conserved while the highest level of variability was seen in the large second intron. High levels of variability and repetitive sequences in the 5′ region made analysis difficult and generally uninformative. However, the sequence corresponding to region 7 produced a hit in each of the assembled genomes listed in Table 1. In each case, this fragment was located close to the r1 locus, within 7–25 kb, rather than near the nkd2 locus, again supporting the hypothesis that the ancestral state of this region is more likely to be the B73, rather than the R1‐sc:124, configuration.

Ectopic expression of appears to regulate gene expression in SE

The ectopic expression of R1‐sc in the SE (Figure 5) raises the question of whether this transcription factor ectopically alters downstream gene expression in the SE, which may in turn alter metabolic or developmental processes. To investigate this question, laser capture microdissection (LCM) RNA‐seq was performed on AL and SE compartments of three near‐congenic genotypes: R1‐g (wild‐type [WT] R1, WT Nkd2), R1‐sc (ectopic R1, null nkd2), and r1‐m3 (mutant r1, null nkd2). R1 was exclusively expressed in the AL of R1‐g, but in both AL and SE of R1‐sc and r1‐m3. In the AL, R1 transcript levels were significantly higher for R1‐sc and r1‐m3 than for R1‐g (Figure 7a). Transcript levels for nkd2 were significantly higher in R1‐g than R1‐sc or r1‐m3 in both the AL and SE (Figure 7b). These data are consistent with the semi‐qRT‐PCR tests of r1 and nkd2 between R1‐g and r1‐m3 or R1‐sc:Ds0766 (Figures 1a and 4c,d). To verify the LCM RNA‐seq data, we performed qRT‐PCR analysis of select genes Al9 (AL marker), Ereb167 (SE marker), Nkd2, and R1. Al9 and Ereb167 showed preferential expression in the captured AL and SE, respectively, indicating we obtained relatively pure AL and SE tissues via LCM. In addition, Nkd2 and R1 showed trends consistent with the transcript per million data of LCM RNA‐seq, which confirmed the differential expression pattern of Nkd2 and R1 between AL and SE among the three genotypes (Figure S5).
Figure 7

Laser capture microdissection RNA‐sequencing of R1‐g, r1‐m3, and R1‐sc aleurone (AL) and starchy endosperm (SE).

(a,b) Expression of (a) R1 and (b) NKD2 genes in the AL and SE among the three genotypes. Normalized expressed values are measured by transcript per million (TPM). Pairwise t‐test was used to compare means of three biological replicates. Significance levels were marked by single (<0.05), double (<0.01) or triple (<0.001) asterisks and error bars represent standard errors.

(c,d) Differentially expressed genes (DEGs) of pair‐wise comparisons among the three genotypes in AL (c) and SE (d).

(e) Expression heatmap of selected DEGs by functions among the three genotypes in AL and SE. Overlap of DEGs among the three pairwise comparisons in (f) AL and (g) SE.

(h) Number of significant (false discovery rate <0.05) differential splicing events by pairwise genotype comparison. A3SS, alternative 3′ splice site; A5SS, alternative 5′ splice site; AltEnd, alternative end exon; AltStart, alternative start exon; Cassette, skipped exon; Cassette_multi, multiple adjacent cassette exons; IR, intron retention; MXE, mutually exclusive exons.

Laser capture microdissection RNA‐sequencing of R1‐g, r1‐m3, and R1‐sc aleurone (AL) and starchy endosperm (SE). (a,b) Expression of (a) R1 and (b) NKD2 genes in the AL and SE among the three genotypes. Normalized expressed values are measured by transcript per million (TPM). Pairwise t‐test was used to compare means of three biological replicates. Significance levels were marked by single (<0.05), double (<0.01) or triple (<0.001) asterisks and error bars represent standard errors. (c,d) Differentially expressed genes (DEGs) of pair‐wise comparisons among the three genotypes in AL (c) and SE (d). (e) Expression heatmap of selected DEGs by functions among the three genotypes in AL and SE. Overlap of DEGs among the three pairwise comparisons in (f) AL and (g) SE. (h) Number of significant (false discovery rate <0.05) differential splicing events by pairwise genotype comparison. A3SS, alternative 3′ splice site; A5SS, alternative 5′ splice site; AltEnd, alternative end exon; AltStart, alternative start exon; Cassette, skipped exon; Cassette_multi, multiple adjacent cassette exons; IR, intron retention; MXE, mutually exclusive exons. We detected differentially expressed genes (DEGs) and identified the corresponding annotated gene functions in the three pairwise comparisons of the genotypes for AL and SE (Table 3 and Figure 7c,d). We used these comparisons further to address the question of whether ectopically expressed R1 is functional in SE. R1 has been shown to promote the expression of anthocyanin biosynthetic genes in the AL. In fact, some of the anthocyanin pathway genes show elevated expression in AL of R1‐sc compared with R1‐g, consistent with the increased anthocyanin accumulation in R1‐sc (Figure S6), and confirming that elevated R1 transcript levels translate to elevated R1 function. However, the expression of the same anthocyanin genes was not detected in r1‐m3, confirming the requirement for exon 5 for promoting their expression. In the SE, no anthocyanin gene expression was detected for any of the R1 genotypes, including R1‐sc, indicating that the ectopic R1 expression is not sufficient to activate these genes in the SE.
Table 3

Summary of differentially expressed genes in AL and SE of pairwise genotype comparisons

StructureGenotype R1 and Nkd2 expressionVersus genotype R1 and Nkd2 expressionNo. genes upregulated* No. genes downregulated*
AL R1‐sc Elevated R1; nkd2 null R1‐g Normal R1; normal Nkd2 825911
AL r1‐m3 r1 loss‐of‐function; nkd2 null R1‐g Normal R1; normal Nkd2 764446
AL R1‐sc Elevated R1; nkd2 null r1‐m3 r1 loss‐of‐function; nkd2 null506911
SE R1‐sc Ectopic R1; nkd2 null R1‐g No R1; normal Nkd2 127443
SE r1‐m3 r1 loss‐of‐function; nkd2 null R1‐g No R1; normal Nkd2 174423
SE R1‐sc Ectopic R1; nkd2 null r1‐m3 r1 loss‐of‐function; nkd2 null371452

AL, aleurone; SE, starchy endosperm.

Up‐ or downregulated in the first genotype compared with the second genotype.

Comparison of gene expression profiles suggested that R1 may regulate expression of other genes in addition to those of the anthocyanin pathway. These comparisons are confounded by the nkd2 mutation, as well as potential interactions between nkd2 and r1. Nonetheless, examining the overlap in DEGs allowed the parsing of genes that are likely to be regulated by R1 (Figure 7f,g and Table 3). For example, R1‐sc and r1‐m3 both contain the same nkd2 allele; thus in the SE, the 823 DEGs in this comparison are most likely due to differences between ectopic expression of the R1‐sc and the mis‐spliced r1‐m3 alleles. The 570 DEGs in the comparison of R1‐sc versus R1‐g in SE are likely due to (i) ectopic R1‐sc expression versus no R1 expression, and (ii) expression of mutant versus WT alleles of Nkd2. Of these, 290 genes occur among the DEGs in both comparisons and therefore represent high‐confidence targets regulated (directly or indirectly) by ectopic R1 expression from the R1‐sc allele.

alters RNA splicing in the SE

R1 and Nkd2 expression variation may influence differential expression of downstream genes involved in diverse biological processes and molecular functions (Figure 7e and Table 4). In the SE, the 290 genes that were differentially expressed in the two aforementioned genotypic comparisons were enriched for functions associated with RNA modification, suggesting that ectopic R1 expression could alter RNA processing. To test whether RNA splicing is altered, differential splicing events were identified using cash v2.2.1 (Comprehensive Alternative Splicing Hunting) (Wu et al., 2018). Among the three pairwise genotypic comparisons, we identified 1152 significant differentially spliced events in r1‐m3 versus R1‐g, 1102 in R1‐sc versus R1‐g, and 1325 in R1‐sc versus r1‐m3 (Figure 7h). We also tested for differential RNA splicing in the AL, and identified 1353 significant events in r1‐m3 versus R1‐g, 869 in R1‐sc versus R1‐g, and 1293 in R1‐sc versus r1‐m3 (Figure 7h). By far the most common type of differential splicing in all tissues and genotypic comparisons, was intron retention, involving over 52% of all events (Figure 7h).
Table 4

Gene Ontology terms of differentially expressed genes at AL or SE

Genotype comparisonALSE
R1‐sc vs. R1‐g Developmental process involved in reproduction (BP, 1.7E‐3) a Regulation of cell morphogenesis (BP, 3.7E‐3)RNA modification (BP, 3.6E‐2) Endonuclease activity (MF, 7.3E‐3)
R1‐sc vs. r1‐m3 Developmental process involved in reproduction (BP, 1.8E‐4) Multicellular organism development (BP, 1.6E‐3)DNA replication initiation (BP, 3.3E‐4) Methylation (BP, 7.7E‐3) Protein methyltransferase activity (MF, 2.5E‐3)
r1‐m3 vs. R1‐g Developmental process involved in reproduction (BP, 1.9E‐3) Cell division (PP, 2.8E‐2)Nucleoside phosphate metabolic process (PP, 4.4E‐3) Protein methyltransferase activity (MF, 3.4E‐2)

AL, aleurone; BP, biological process; MF, molecular function; SE, starchy endosperm.

Letters and numbers in the parentheses represent categories of Gene Ontology terms (BP and MF) and corresponding false discovery rate, respectively.

In addition, several genes encoding pentatricopeptide repeat (PPR) proteins were differentially expressed (Figure 7e) suggesting that RNA splicing in mitochondria or plastids may be altered (Dai et al., 2018; Dai et al., 2020; Qi et al., 2017; Zhu et al., 2019; Zoschke et al., 2016). This is supported by Figure S7 showing variation of certain exons among several organellar transcripts. In all, these observations support that the ectopic expression of R1 transcript in the SE may alter RNA splicing processes, consistent with the enriched Gene Ontology (GO) term of overlapping DEGs associated with R1‐sc.

DISCUSSION

The r1 gene has long been a model for genetic studies due to its easily scorable phenotypes and extraordinary allelic diversity. The r1 locus has been claimed to exhibit more known diversity in expression than any other in maize (Coe et al., 1988). This reflects, at least partly, on the ease in recognizing different expression patterns and the attention this locus has attracted. Transposable elements, epigenetic modifications, structural variation, copy number variation, unequal crossing over, and gene conversion, as well as many undefined factors, all contribute to the allelic diversity and variation in expression patterns observed at the r1 locus (Kermicle et al., 1995; Li et al., 2001; Robbins et al., 1991; Walker et al., 1995; Walker et al., 1997; Walker & Panavas, 2001). The simplex R1‐sc:124 allele was derived from the complex R1‐st allele by unequal crossing over and is noteworthy for its intense level of anthocyanin pigmentation in the kernel AL (Ashman, 1960; Kermicle, 1980; McWhirter & Brink, 1962). The r1‐sc:m3 allele was subsequently derived by insertion of a Ds6 transposon and this allele has been important as a marker for Ac transposon studies and for Ac or Ds transposon mutagenesis (Ahern et al., 2009; Dellaporta & Moreno, 1994). Here we found that a chromosome rearrangement preceded, or perhaps was responsible for, formation of R1‐st. As summarized in Figure 8, the intrachromosomal rearrangement involves the nkd2 and r1 loci, where nkd2 upstream elements were moved to the r1 promoter position, while a distal 5′ region of r1 was moved to the nkd2 locus. Analysis of diverse maize lines, including teosinte, showed that the overall structure of the nkd2‐r1 region is consistent with B73 (Figure 6b and Table 2). This suggests the ancestral state contains nkd2 and r1 genes in a head‐to‐head orientation on chromosome 10L (about 1.1 Mbp apart in B73) and it is therefore likely that an inversion occurred. In addition, part of the nkd2 gene body, including exons 1–3, was deleted, as was most of the original r1 promoter. Whether all these alterations occurred as part of a single rearrangement or due to sequential events is unknown.
Figure 8

Summary of the rearrangement between r1 and nkd2 loci. Orange or gold colors represent regions originally associated with nkd2 whereas purple or lavender represents regions from the r1 locus. Dashed lines represent regions that were deleted in the rearrangement. Hatch marks indicate regions that were omitted from the figure for the sake of space. UTR, untranslated region.

Table 2

Relationships between nkd2 and r1 loci in various Zea mays genomes

Genome nkd2 locus r1 locusDistance between nkd2 and r1 (Mbp)Distance between region 7 and r1 (kbp)
B73Chr 10Chr 10111
W22Chr 10Scaffold 282Unknown6.7*
EP1Chr 10Chr 101.425
F7Chr 10Chr 100.9921
CML247Chr 10Chr 100.818
PH207Chr 10Chr 100.917
Z. mays ssp. mexicana Chr 10Chr 100.28611

Approximate distance between the breakpoint to 5′ of the q component of r1 complex in W22.

Summary of the rearrangement between r1 and nkd2 loci. Orange or gold colors represent regions originally associated with nkd2 whereas purple or lavender represents regions from the r1 locus. Dashed lines represent regions that were deleted in the rearrangement. Hatch marks indicate regions that were omitted from the figure for the sake of space. UTR, untranslated region. Relationships between nkd2 and r1 loci in various Zea mays genomes Approximate distance between the breakpoint to 5′ of the q component of r1 complex in W22. The rearrangement generated a nkd2 null allele with exon 4 located 3′ to sequences found about 11 kb 5′ to the r1 transcription start site in B73 (Figure 2d,e). No nkd2 transcript was detected by either RT‐PCR nor RNA‐seq (Figures 1a and 4b) suggesting that this region is not sufficient for promoter activity, at least in endosperm. There is no visible phenotypic change in the endosperm associated with the loss of nkd2 function, most likely due to functional redundancy with its paralog, nkd1 (Gontarek et al., 2016; Yi et al., 2015). We had previously reported that two nkd2 null mutants were caused by insertion of Ds elements (Yi et al., 2015). Here we found that the Ds elements originated from the r1‐sc:m3 allele but that the presumptive nkd2 sequences into which the insertions occurred were actually located in the 5′ region of the r1 gene. The overall conclusion, that each of these lines harbored a null nkd2 allele that confirmed the gene identity, remains valid but the original report was erroneous in assigning the Ds insertions as the causal agents. R1‐sc:124 appears to be a hypermorphic allele that confers particularly high levels of anthocyanin pigmentation (McWhirter & Brink, 1962) and we found that the transcript accumulated earlier and to higher levels than a standard R1‐g allele (Figure 4c). This expression was manifest phenotypically with earlier anthocyanin accumulation (Figure 4a). The R1 gene complex contains variable copy numbers of the coding region and the expression properties of each component appear to be associated with its regulatory region (Li et al., 2001; Walker et al., 1995). The timing and levels of R1‐sc transcript accumulation were reminiscent of nkd2 transcript accumulation (Figure 4c) (Yi et al., 2015) making it tempting to speculate that nkd2 regulatory sequences are responsible for the altered R1‐sc expression. However, many other R1‐sc alleles derived from the same R1‐st progenitor confer much lower levels of anthocyanin than R1‐sc:124 (McWhirter & Brink, 1962), so the basis of the altered R1 expression remains unclear. In addition to high levels of expression, R1‐sc:124 also appeared to show ectopic expression in the SE (Figure 4d). Normal R1 expression is generally assumed to be restricted to the AL, based on anthocyanin pigmentation and in situ mRNA localization (Procissi et al., 1997). The SE of R1‐sc:124 does not accumulate anthocyanin but that could be due to lack of expression of C1, which is required to complex with R1 to promote expression of anthocyanin biosynthesis genes (Goff et al., 1992; Grotewold et al., 2000). However, R1 can also homodimerize and bind G‐box promoter elements independent of C1 (Kong et al., 2012). G‐boxes are common promoter elements present on some, but not all, anthocyanin biosynthetic genes, and are known for other endosperm genes (Huang et al., 2016). Alternatively, promiscuous interactions with other MYB factors could allow regulation of gene expression. The Arabidopsis bHLH protein, GL3, is a homolog of R1 and can interact with alternative MYB proteins to regulate anthocyanin synthesis or other genes involved in trichome or root hair formation (Brkljacic & Grotewold, 2017). Furthermore, Arabidopsis bHLH proteins EGL3 and TT8, in the same homology subgroup with R1 and GL3, interact with MYB5 to regulate seed coat differentiation (Feller et al., 2011; Gonzalez et al., 2009). Thus, there are several feasible mechanisms by which ectopic R1 expression could alter gene expression networks and metabolism in the SE without activating the anthocyanin pathway. The r1‐sc:m3 allele contains a Ds6 insertion located in intron 4, which completely eliminates the ability of the r1 locus to promote anthocyanin synthesis (Alleman & Kermicle, 1993; Conrad & Brutnell, 2005). Surprisingly, transcript abundance remained elevated in the r1‐sc:m3 allele but sequencing of the cDNA showed the mRNA was mis‐spliced, eliminating exon 5 and resulting in an in‐frame deletion of five amino acids (Figure 5c). The deletion occurs in the conserved region responsible for binding to C1 (Sainz et al., 1994). Because the interaction between R1 and C1 is necessary for binding the promoters and activating transcription of several anthocyanin biosynthetic genes (Goff et al., 1992, Grotewold et al., 2000), disrupted interaction between the R1 and C1 proteins may explain the lack of anthocyanin pigmentation. LCM RNA‐seq was used to analyze gene expression in AL and SE to address the question of whether ectopic R1‐sc expression could indeed alter gene expression in the SE. Three genotypes were available in a near‐congenic W22 background and substantial gene expression differences were apparent among all of them in both AL and SE (Table 3). These comparisons were complicated by variation at both the nkd2 and r1 genes at this locus and, overall, the results are most consistent with both genes (and potentially their interactions) contributing to the differences and assuming that the mis‐spliced r1‐m3 gene product, missing exon 5, is partially functional in controlling genes other than the anthocyanin pathway. This hypothesis bears further study but focusing on overlapping sets of DEGs allowed us to identify genes putatively regulated by R1. In total, 290 SE genes were differentially expressed in comparisons of both R1‐sc versus R1‐g and R1‐sc versus r1‐m3, and thus represent high confidence genes that are regulated by ectopic R1‐sc expression. Whether ectopic R1 functions via any of the aforementioned mechanisms requires further study. This group of putatively R1‐regulated genes was enriched for the GO term “RNA modification,” which led us to examine RNA splicing in our data. Summary of differentially expressed genes in AL and SE of pairwise genotype comparisons AL, aleurone; SE, starchy endosperm. Up‐ or downregulated in the first genotype compared with the second genotype. Gene Ontology terms of differentially expressed genes at AL or SE AL, aleurone; BP, biological process; MF, molecular function; SE, starchy endosperm. Letters and numbers in the parentheses represent categories of Gene Ontology terms (BP and MF) and corresponding false discovery rate, respectively. Both R1‐sc and r1‐m3 showed significant differential RNA splicing compared with WT R1‐g and this was true in both the SE and the AL. Furthermore, R1‐sc and r1‐m3 showed differential RNA splicing. The most common splice variant was intron retention in all compartment and genotype comparisons. The mechanism by which R1 regulates RNA splicing needs further study, but interestingly, a MYB transcription factor, CDC5, regulates RNA splicing and processing in yeast and Arabidopsis (Burns et al., 1999; Hirayama & Shinozaki, 1996; Zhang et al., 2013). A maize CDC5 ortholog, ZmMYB2/ZM1 (Zm00001d042287), is expressed in both AL and SE (Supplemental Data S1), and ZmMYB2/ZM1 is homologous to C1. This raises the intriguing possibility that ZmMYB2/ZM1 could heterodimerize with R1 in place of C1, and thereby regulate RNA modification (Franken et al., 1994). In addition, several PPR genes were differentially expressed among these samples. PPR proteins are associated with RNA modification in mitochondria or plastids (Dai et al., 2018; Dai et al., 2020; Qi et al., 2017; Zhu et al., 2019; Zoschke et al., 2016) suggesting that ectopic expression of R1 may affect organellar RNA modification processes in the SE. Indeed, several organellar transcripts appeared differentially spliced among samples (Figure S7). An interesting feature of the R1‐st and R1‐mb alleles is they are both paramutagenic; that both contain the rearrangement prompts speculation that the nkd2 promoter sequences or some other element of the rearrangement is responsible for this property, but evidence is to the contrary. Using recombination to replace the R1‐sc promoter of the R1‐mb complex with the non‐rearranged R1‐nj promoter did not eliminate paramutagenicity. Rather, for both the R1‐st and R1‐mb alleles, the level of paramutagenicity was correlated with the r1 gene copy number (Kermicle et al., 1995; Panavas et al., 1999).

EXPERIMENTAL PROCEDURES

Plant materials

The r1‐sc:m3 and R1‐g alleles were obtained from the Ac/Ds project (Ahern et al., 2009). R1‐st:124, R1‐nj, R1‐st (2‐COOP), R1‐st (Bolivia781), and R1‐mb (Pisccorunto) were obtained from the Maize Genetics Cooperation Stock Center, stock IDs X19A, 127B, X233S, X20U, and X13L, respectively. All plant materials were in a W22 inbred background. Plant materials were grown in a glasshouse or the field at the Curtiss Research Farm, Iowa State University, Ames, IA, USA during summers of 2018–2020.

RNA extraction and semi‐qRT‐PCR

Endosperms were dissected from developing kernels for RNA extraction and expression analysis. Total RNA was extracted as described (Li et al. 2014) except that GeneJET RNA Cleanup and Concentration Micro Kit (Thermo Fisher Scientific, United States) was used to clean up DNaseI‐treated RNA. The cDNA was synthesized using SuperScript III First‐Strand Synthesis SuperMix (Thermo Fisher Scientific) following the manufacturer's instructions. Semi‐qPCR for nkd2 and r1 transcripts was performed using primers listed in Table S1. GAPDH was used as the internal standard (Lin et al., 2014). The semi‐qRT‐PCR was performed using GoTaq® Master Mixes (Promega Corporation, United States) following the manufacturer's protocol. The products were visualized by 1% agarose gel electrophoresis.

Genomic DNA analysis

Genomic DNA was extracted from leaves using a CTAB‐based extraction method (Abdel‐Latif & Osman, 2017) with the following modification: 5 ml CTAB extraction buffer (1% CTAB, 0.7 m NaCl, 10 mm Tris–HCl, 50 mm EDTA, 1% PVP [360 000 molecular weight]) was added to each sample (0.5 g ground leaf tissue in liquid nitrogen). Next, 12.5 μl 2‐mercaptoethanol, 20 μl proteinase K (20 mg ml−1 stock), and 10 μl RNaseA (100 mg ml−1 stock) were added to the CTAB buffer‐sample mix, followed by rotating incubation at 65°C for 1 h. An equal volume of chloroform/isoamyl alcohol (24:1) was added and mixed followed by centrifugation at 5000 g at 15°C for 20 min. The upper aqueous phase was mixed with an equal volume of isopropanol and centrifuged, followed by washing, air drying, and resuspension of the DNA pellet. The DNA was quantified by Qubit® 2.0 Fluorometer. PCRs were performed to test the existence, integrity, or polymorphism of corresponding regions using GoTaq® Master Mix (Promega Corporation) and primers listed in Table S1. The thermal cycler conditions were 95°C, 2 min, followed by 30 cycles of 95°C, 30 sec; (Tm‐2) °C, 30 sec; 72°C, 1 min/1 kb, with a final extension 72°C, 5 min. The Tm values were calculated by OligoCalc (Kibbe, 2007). The products were visualized by 1% agarose gel, and were Sanger sequenced at the DNA Facility in Iowa State University.

TAIL‐PCR

The concept and cycle parameters of TAIL‐PCR were adapted from previously published methods (Liu et al., 1995; Yi et al., 2009). Genomic DNA was digested by MseI (AT sticky end) or MspI (CG sticky end), and ligated with an AT‐end adaptor (annealing of oligo adap‐T1 and adap‐T3) or an CG‐end adaptor (annealing of oligo adap‐T2 and adap‐T3), respectively. In the first round PCR, adaptor‐specific primer adap‐B/P, and nkd2 gene‐specific primers with M13 sequence overhangs (NKD2‐1, NKD2‐2, and NKD2‐3) were used to amplify specific products with the adaptor and M13 sequence. In the second round PCR, primer adap‐B/P, and M13bt (biotinylated primer specific to M13) were used to amplify biotinylated products, which were then enriched by Dynabeads™ M‐280 Streptavidin (Thermo Fisher Scientific) following the manufacturer's instructions. In the third round PCR, adap‐B/P, and nested primers (N21N, N22N, and N23N, respectively) were used. The products were ligated to pGEM®‐T Vector (Promega Corporation) and sequenced. All primer sequences are listed in Table S1. PCR products were manually assembled with the Align/Assemble tool of Geneious Pro 5.6.7 (https://www.geneious.com).

Nanopore long‐read sequencing

The genomic DNA of W22 r1‐sc:m3 was gently extracted as described above, producing average fragment lengths of 27 078 as determined by an AATI Fragment Analyzer. Library preparation and long‐read sequencing were performed by the DNA Facility at Iowa State University with one flowcell of an Oxford Nanopore GridIONx5 sequencer. In total, 1 090 196 reads were base‐called via guppy 2.1.3 software (Wick et al., 2019) and 769 681 (70.6%) passed quality control. Mean read quality score was 8.9 and N50 was 6621. Reads were de novo assembled by Geneious Pro 5.6.7 (https://www.geneious.com). Relevant contigs (#60167 and #608677) were further confirmed by BLASTn against sequences of the R1‐sc promoter, the R1‐B73 upstream region (approximately 11 kbp upstream of transcription start site in B73.v4 reference genome) and the nkd2 gene. The sequencing data are available as SRA project accession number PRJNA835624.

Comparative sequence analyses

Manually assembled sequences and long‐read contigs were used to search the NCBI nucleotide collection (nr/nt) of Z. mays (taxonomy ID: 4577) using BLAST. BLASTn was used to align the nkd2, r1, and region7 sequences to the assembled genomes of maize lines B73, W22, F7, PH207, CML247, EP1, and Z. mays ssp. mexicana at MaizeGDB (https://www.maizegdb.org/) using an e‐value cutoff of 1e‐100. Multiple sequence alignments were performed by Geneious Pro 5.6.7 (https://www.geneious.com).

RNA‐seq and data analysis from 16 DAP endosperm

RNA was extracted as described above from 16 DAP whole endosperm of R1‐sc:DS0766 and R1‐g in a W22 background. Total RNA per sample (100–500 ng), with four biological replicates, was used to construct multiplexed sequencing libraries using the Illumina (Madison, WI, USA) TruSeq Stranded mRNA Library Preparation Kit with poly(A) selection. The resulting libraries were sequenced using the HiSeq 125 Cycle Paired‐End Sequencing v4 protocol of the Illumina HiSequation 2500 platform at the High‐Throughput Genomics and Bioinformatic Analysis Shared Resource at Huntsman Cancer Institute (HCI) at the University of Utah. Raw reads were quality checked using FastQC (https://www.bioinformatics.babraham.ac.uk/projects/fastqc/) and mapped to the maize reference genome (B73 RefGen_v4) using tophat v2.1.1 as described (Trapnell et al., 2009). Reads mapped to each gene were counted using featureCounts and RPKM values were calculated by cufflinks v2.2.1 (Liao et al., 2014; Trapnell et al., 2010). The RNA‐seq data are available at GEO accession number GSE202269.

LCM RNA‐seq and data analysis

Developing kernels (19 DAP) of R1‐g, R1‐sc, and r1‐m3 lines were harvested (three cobs each type as biological replicates) and fixed in ice‐cold Farmer's fixative (ethanol/glacial acetic acid, 3:1) and stored in cold fixative overnight. Fixed kernels were then processed following Zhang et al. (2018). Laser capture of AL and SE, RNA‐isolation, cDNA synthesis, amplification, library construction, and sequencing were performed as described previously (Zhan et al., 2015). The RNA quality and quantity were measured using Agilent (Santa Clara, CA, USA) RNA 6000 Pico Kit on a Bioanalyzer 2100. Four kernels from each sample were used for dissection of AL and SE. In all cases, approximately 5 ng of captured RNA was used for cDNA amplification using the previously described amplification procedures (Zhan et al., 2015). The construction of the cDNA paired‐end libraries and their quality checking were carried out at the High‐Throughput Genomics and Bioinformatic Analysis Shared Resource at HCI at the University of Utah, using a NEBNext Ultra II DNA Library Prep Kit (New England Biolabs, Ipswich, MA, USA) with approximately 400 ng of amplified cDNA. Each bio‐replicated set of cDNA samples was multiplexed and run on a single lane of a NovaSeq 6000 system (Illumina) at HCI using the NovaSeq S4 Reagent Kit v1.5 (Illumina). The RNA‐seq data were validated via real time qPCR. Three biological replicates of amplified cDNAs were tested for the expression of marker genes using qPCR. The gene‐specific primer pair sequences of selected genes are listed in Supporting Table S1. One nanogram of cDNA was used for each qPCR assay. The amount of cDNA template for a specific gene was considered negligible when the C t value was ≥36. The raw reads of 18 samples (3 genotypes × 2 compartments × 3 biological replicates) were trimmed by Trimmomatic (v0.39) (Bolger et al., 2014) followed by quality control by FastQC (https://www.bioinformatics.babraham.ac.uk/projects/fastqc/). The trimmed reads were mapped to the maize reference genome (Zm‐B73‐REFERENCE‐GRAMENE‐4.0) (Jiao et al., 2017) via hisat2 (v2.2.1) with parameters specific for paired‐end reads (Kim et al., 2015; Kim et al., 2019), and 84%–88% of reads were successfully mapped. The output SAM files were converted to BAM files and were sorted and indexed by samtools (v1.14). For differential expression analysis, mapped transcripts in sorted BAM files were assembled according to annotation file Zea_mays.B73_RefGen_v4.50.gtf (https://www.maizegdb.org/download) and normalized RPKM and transcript per million values were calculated with stringtie (v2.1.6) (Pertea et al., 2016). Read counts were calculated by htseq (v0.11.2) and DEGs were called via deseq2 (v3.14) using an empirical Bayes shrinkage approach with the criteria log2 fold‐change >1 or < −1 and false discovery rate <0.05 between pairwise comparisons at AL or SE (Anders et al., 2015; Love et al., 2014). GO term enrichment analysis was performed at AgriGOv2 (http://systemsbiology.cau.edu.cn/agriGOv2/) with false discovery rate <0.05 (Tian et al., 2017). The number of differential splicing events was identified by cash (v2.2.1) based on sorted and indexed BAM files (Wu et al., 2018), and differential exon expression was visualized on IGV (Integrative Genomics Viewer) (v2.8.2) (Robinson et al., 2011; Thorvaldsdottir et al., 2013) based on bigwig files generated by deeptools (v3.5.0) (Ramirez et al., 2016). The LCM RNA‐seq data are available at GEO (accession number GSE200905).

CONFLICTS OF INTEREST

The authors declare no conflicts of interest with this research. Figure S1. nkd2 expression in 16 DAP endosperm between W22 WT and nkd1‐Ds. Error bars represent standard error of RPKM, and asterisk marks the significance at P < 0.0001 by Student's t‐test. Click here for additional data file. Figure S2. Gene models and PCR products described in the text. (A) nkd2 locus. (B) r1 locus. (C) nkd2‐r1 rearrangement. Hatch marks denote chromosomal regions that were omitted from the figure for the sake of space. Click here for additional data file. Figure S3. Ds6 insertion in the r1‐sc:m3 allele. (A) Architecture of r1‐sc:m3. Red arrows represent primers used to test the Ds6 insertion. (B) Tests of Ds6 insertions in R1‐g, r1‐sc:m3, and R1‐sc:Ds0766. The Ds6 insertion in intron 4 was lost in R1‐sc:Ds0766. (C) Amino acid alignment between selected grass species and maize B1 at the exon 5 region. The figure shows that exon 5 encodes highly conserved amino acids located within the C1 interaction domain. Click here for additional data file. Figure S4. Alignment of the r1 gene among maize lines. (A) Alignment of sequences involved in the nkd2‐r1 rearrangement. In W22 carrying R1‐g (WT) the sequence is located at the nkd2 locus. In the other r1 alleles shown, the sequence is located at the r1 locus. Alleles of r1 include R1‐st ref (Li et al., 2001), R1‐st (2‐COOP), R1‐st (Bolivia781), and R1‐mb (Pisccorunto). Only R1‐st ref contains the Bnot putative retroelement (region 3) with accompanying target site duplication (bold lettering). (B) The overall structure of the r1 locus is conserved. Click here for additional data file. Figure S5. RT‐qPCR results of selected genes between AL and SE. (A) AL‐9, (B) EREB167, (C) R1, and (D) NKD2. The bars represent the average and standard error of the three biological replicates of LCM RNAs used in RNA‐seq analysis. Click here for additional data file. Figure S6. Ear images of r1‐sc:m3 (A) 12 DAP, (B) 16 DAP, and (C) 19 (DAP), and segregating ear images of R1‐sc:124XW22 (R1‐g) (D) 12 DAP, (E) 16 DAP, and (F) 19 DAP. The ears were collected from 2020 greenhouse (A,B,D,E) and 2020 summer field (C,F). Click here for additional data file. Figure S7. Effect of ectopic expression of R1 in SE on RNA processing variation in mitochondria and plastids. Click here for additional data file. Table S1. Primer sequences Table S2. BLAST results of region 4 and 5 against other plant species Table S3. Summary of r1 standard promoter BLAST against B73 genome Table S4. Summary of r1 standard promoter BLAST against W22 genome Table S5. Accession numbers of R1 DNA and protein sequences Click here for additional data file. Data S1. Expression data and differentially expressed genes from laser‐capture microdissection and RNA sequencing Click here for additional data file.
  67 in total

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