Significance
Selection for a common domestication trait targeted different genes in Asian and African rice. We identify an E3 ubiquitin ligase named Regulator of Awn Elongation 3 (RAE3) that causes awnlessness in African rice and demonstrate its genetic relationship with other genes. Loss of function of RAE3 leads to awnlessness even when other awn genes (RAE1 and RAE2) are functional; that is, RAE3 is a key gene for awn elongation in rice. Diversity analysis shows that while the dysfunctional rae3 allele is fixed across cultivated African rice, it is not found in wild African rice or in Asian rice. The discovery of RAE3 simultaneously deepens our understanding of awn developmental pathways and lends insight into the complex processes underlying crop domestication.
Keywords: African rice, awn, convergent evolution, domestication, E3 ubiquitin ligase
Abstract
Two species of rice have been independently domesticated from different ancestral wild species in Asia and Africa. Comparison of mutations that underlie phenotypic and physiological alterations associated with domestication traits in these species gives insights into the domestication history of rice in both regions. Asian cultivated rice, Oryza sativa, and African cultivated rice, Oryza glaberrima, have been modified and improved for common traits beneficial for humans, including erect plant architecture, nonshattering seeds, nonpigmented pericarp, and lack of awns. Independent mutations in orthologous genes associated with these traits have been documented in the two cultivated species. Contrary to this prevailing model, selection for awnlessness targeted different genes in O. sativa and O. glaberrima. We identify Regulator of Awn Elongation 3 (RAE3) a gene that encodes an E3 ubiquitin ligase and is responsible for the awnless phenotype only in O. glaberrima. A 48-bp deletion may disrupt the substrate recognition domain in RAE3 and diminish awn elongation. Sequencing analysis demonstrated low nucleotide diversity in a ~600-kb region around the derived rae3 allele on chromosome 6 in O. glaberrima compared with its wild progenitor. Identification of RAE3 sheds light on the molecular mechanism underlying awn development and provides an example of how selection on different genes can confer the same domestication phenotype in Asian and African rice.
Crops evolved from wild species through the combined effects of human and natural selection over thousands of years (1). Many of the traits that were selected by humans arose from natural mutations in wild progenitor populations that gave rise to morphological and/or physiological characteristics valued by early hunter-gatherers. Similar traits were often selected in different species across different regions of the world because they contributed to increased ease of harvest, increased yield (i.e., size and/or number of edible fruits, grains, stems or roots), improved palatability, and increased ease of storage. Over time, the accumulation of traits preferred by humans led to crop species that were well differentiated from their wild ancestors. This breeding history is referred to as crop domestication. Crop domestication led to larger and more reliable agricultural harvests, which supported human settlements, population growth, and cultural development. Wheat, maize, and rice are the three most important cereal crops worldwide, together providing approximately 42% of the calories consumed by humans (2). Wheat and maize were each domesticated in a single geographical region (the Middle East and Mexico, respectively), while rice was domesticated independently on two continents, Asia and Africa (2–4).
Asian cultivated rice (Oryza sativa L.) was domesticated from the Asian wild rice species, Oryza rufipogon around 8,000 to 10,000 y ago (5). African cultivated rice (Oryza glaberrima Steud.) was thought to have been domesticated from the African wild rice species, Oryza barthii, around 3,000 y ago based on archeological evidence (6, 7). However, recent genome-wide analysis suggests that O. glaberrima experienced a prolonged contraction of effective population size (Ne) beginning as early as 15,000 y ago; this was hypothesized to have resulted from a combination of climatic factors (8) and possibly early low-intensity cultivation (9) (SI Appendix, Fig. S1A). These parallel rice domestication processes led to convergent phenotypes, such as loss of seed shattering (10, 11), erect plant architecture (12), changes in panicle structure (13), altered pericarp color (14), and reduction in awn length (15, 16). Many genes related to Asian rice domestication have been identified, while less is known about African rice with regard to its origin and domestication history. With the recent increase in genomic information available for African rice, specifically, O. glaberrima and its ancestor O. barthii, researchers have an expanded set of tools to continue to unravel its domestication history (17–20). Several studies have identified common domestication genes with different causal mutations in O. sativa and O. glaberrima. In PROG1, for example, different mutations in the same gene are responsible for conferring erect plant architecture in Asian and African rice (18). Similarly, different mutations in the Rc1 gene controlling pericarp color (21) and the OsSh1 and Sh4 genes regulating seed shattering (22) were selected in the two domesticated species. These studies demonstrate that the two species have undergone convergent evolution for common domestication traits (17, 18). In other studies focusing on African rice, no selective sweeps were detected around known domestication genes from Asian rice (18, 20). Further, Ndjiondjop et al. (23) identified 37 selective sweeps in O. glaberrima that contain no genes previously identified as domestication genes in Asian rice. These findings suggest that many genes underlying domestication and diversification in African rice are yet to be identified. Even in cases where the responsible loci or genes are known, the molecular mechanisms underlying the function of those genes and their contribution to O. glaberrima domestication have not yet been analyzed.
The awn is a needle-like organ that forms at the tip of the seed husk in many grasses (Fig. 1A) and is often covered with fine barbs (Fig. 1B) (24, 25). The awn assists in seed dispersal through attachment to hairy mammals and protects seeds from feeding damage caused by birds and other wild herbivores (24). In some African rice landraces, awns are maintained because they discourage bird predation, and in areas where birds are particularly problematic, people may rely on awns to ensure a harvest. However, awns are considered a nuisance under agricultural conditions where they hinder agricultural processes such as sowing, harvesting and storage. Therefore, the awnless phenotype has been selected in most areas during the domestication of rice in both Asia and Africa.
Fig. 1.
Genetic relationships among RAE1RAE2, and RAE3 in awn elongation. (A) Rice panicle with awned seeds. (B) The barbed surface of the awn of CSSL, GLSL26. Scale bar represents 200 µm. (C–I) Phenotypic comparison of awns in cultivated and wild species, and CSSLs carrying functional or dysfunctional RAE1RAE2, and RAE3. The 12 rectangles above each photo indicate the rice chromosomes and colors correspond to species; orange, O. barthii; blue, O. glaberrima; yellow, O. sativa. Red lines indicate the locus position of RAE1RAE2, and RAE3. GLSLs are CSSLs carrying a small chromosome segment derived from O. glaberrima in O. sativa genetic background. SGR19 is backcrossed inbred lines derived from crosses between O. sativa and O. glaberrima. Detail description is in Materials and Methods. Scale bar represents 1 cm. (J) Table of awn phenotypes for each line and genotype of RAE1RAE2, and RAE3. +, functional; −, dysfunctional. (K) Graphical representation of genetic relationships among RAE genes. bHLH, basic helix–loop–helix; TF, transcription factor; EPFL, epidermal patterning factor like protein; E3 ligase, E3 ubiquitin ligase.
To date, several genes regulating awn development in rice have been identified, including An-1, also annotated as RAE1, which encodes a bHLH transcription factor (15, 26); RAE2, also annotated as GAD1, which encodes a secreted signal peptide EPFL (16, 27); LABA1, which encodes a cytokinin activating enzyme (25) for regulating awn surface structure; and OsETT2 and DL, which are both transcription factors (28). Among these genes, loss of function of An-1/RAE1 and RAE2/GAD1 are mainly responsible for the loss (or shortening) of awn during Asian rice domestication according to quantitative trait locus (QTL) and chromosome segment substitution line (CSSL) analyses (29, 30). However, each of these studies focused exclusively on Asian rice, and the role of these genes in awn loss in African rice has not been examined.
African cultivated rice (O. glaberrima) usually lacks awns, whereas its ancestral wild species (O. barthii) possesses long awns (Fig. 1 C and D). Despite the fact that most O. glaberrima does not form awns, it retains functional forms of An-1/RAE1 and RAE2/GAD1 based on our previous analyses (16, 26). This finding suggests that the loss of awns in O. glaberrima is due to mutation in gene(s) other than An-1/RAE1 and RAE2/GAD1. Our previous study (26) showed that a single locus on the long arm of chromosome 6 in O. glaberrima is responsible for the loss of awns in African rice. This locus was designated as Regulator of Awn Elongation 3 (RAE3) (SI Appendix, Fig. S1B). No previous QTL or gene mapping study had identified a locus associated with awn length in this region of chromosome 6 (31–33). This is likely due to the fact that the genetic background of the materials used in previous QTL or CSSL studies were O. sativa, where a functional RAE3 gene masks its contribution to the awn phenotype.
In this study, we identified RAE3 as a gene responsible for awnlessness in African rice and revealed that RAE3 encodes a protein with a RING-H2 domain. Proteins with RING-H2 domains have been reported to function as E3 ubiquitin ligases in animals, plants, and eukaryotic microorganisms (34–36). E3 ubiquitin ligase, in combination with E1 and E2 ubiquitin-conjugating enzymes, regulates the ubiquitination of substrates. Ubiquitination leads to several functional outcomes in a reversible modification manner. First, it is a marker of proteasome-dependent degradation and is involved in protein quality control, protein reuse, and signal transduction. Specifically, in plant hormone signaling pathways, ubiquitination contributes to the degradation of signal repressors such as Aux/indoleacetic acid (IAA) (37) and DELLA (38) via the 26S-proteasome. Secondly, in a proteasome independent manner, ubiquitination is involved in protein cell localization. Polyubiquitination of the BRI1 receptor, which normally localizes to the plasma membrane, changes its localization to an endosomal compartment (39). Lastly, ubiquitination remodels the surface of substrate proteins thereby potentially affecting protein stability and interactions with other proteins (40).
Here, a 48-bp deletion in the C-terminal region of RAE3 was detected in O. glaberrima (hereafter referred to as the Ograe3 allele), whereas this deletion was not found in O. barthii or in O. sativa. This deletion resulted in a frameshift that is predicted to modify the protein structure of RAE3 and affect its capacity to bind with its substrates. Comparison of RAE3 sequences in diversity panels of African rice revealed that the loss of function conferred by Ograe3 was selected during the domestication of African rice. Our results suggest that independent gene selection led to convergent evolution of awnlessness during Asian and African rice domestication.
Results
RAE3 May Function Cooperatively with RAE1 or RAE2 in Rice Awn Elongation.
Long awns are observed in O. barthii accessions that contain functional alleles at RAE1 and RAE2, while an awnless phenotype is observed in O. glaberrima accessions carrying the same functional RAE1 and RAE2 alleles (hereafter referred to as OgRAE1 and OgRAE2) (16, 26) (Fig. 1 C, D, and J). We hypothesize that a third gene, RAE3, that impacts the function of RAE1 and RAE2 was selected during African rice domestication (SI Appendix, Fig. S1B). To identify RAE3, the gene responsible for the awnless phenotype in African rice, we compared awn phenotypes and genotypes of wild, cultivated, and several CSSLs designated GLSL (41). GLSLs carried small segments of O. glaberrima chromosomes in an O. sativa (cv. Koshihikari) genetic background. O. sativa carried dysfunctional rae1 and rae2 alleles (hereafter referred to as Osrae1 and Osrae2), along with a functional RAE3 allele (OsRAE3) and presented an awnless phenotype (Fig. 1 E and J). Two GLSL lines, GLSL14 and GLSL26, presented awned phenotypes (Fig. 1 F, G, and J). GLSL14 carried the functional OgRAE1 (chromosome 4), and GLSL26 carried the functional OgRAE2 (chromosome 8). Since the genetic background of GLSL is O. sativa, both GLSL lines carried functional OsRAE3 alleles on chromosome 6. These observations confirmed that OgRAE1 and OgRAE2 are both functional alleles and that they may individually coordinate with OsRAE3 to elongate the awns. SGR19, which carries OgRAE2 and Ograe3 regions from O. glaberrima in O. sativa cv. Taichung65 (T65) genetic background had no awns (Fig. 1 H and J). This demonstrates that a dysfunctional Ograe3 allele masks the function of OgRAE2. Considering the genotype of 3 RAE genes and awn phenotype of O. glaberrima and selected CSSLs, a dysfunctional rae3 allele from O. glaberrima is sufficient to mask the function of OgRAE1 and OgRAE2. In addition, GLSL20, which carries Ograe3 on chromosome 6 in the Koshihikari (O. sativa) genetic background, has 3 loss of functional alleles of RAE genes (rae1, rae2 and rae3) and show awnless phenotype (Fig. 1 I and J). Based on these observations, we propose that a pair of functional genes, either RAE1 + RAE3 or RAE2 + RAE3, is necessary to promote awn elongation, whereas a single functional allele at RAE1, RAE2, or RAE3 is unable to do so. Together, these results suggest that RAE3 functions as a hub gene, meaning that it connects two genes from independent pathways, to promote awn elongation in rice, although it remains unknown whether RAE3 is located downstream or upstream of RAE1 and RAE2 (Fig. 1K).
Mapping of RAE3 as the Gene Responsible for Awn Elongation in African Rice.
To map RAE3 on chromosome 6, we first produced 100 OGBC4F1 lines carrying chromosome segments of O. sativa cv. T65 in the O. glaberrima genetic background. Among these 100 lines of OGBC4F1, only one OGBC4F1 line that was heterozygous for regions on chromosomes 2, 5, and 6 showed an awned phenotype (Fig. 2A). Its progeny, designated OGBC4F2, segregated into awned and awnless phenotypes with a 3:1 ratio (26). From this, we concluded that a recessive allele of rae3 in O. glaberrima caused the awnless phenotype. To identify the functional RAE3 allele in O. sativa that induces awn elongation, we undertook positional cloning with approximately 7,000 lines of OGBC4F3. Genetic linkage analysis delimited the candidate region to within about 92 kb between markers KG29051 and KG29143 on chromosome 6 (Fig. 2B). Comparison of the genomic structure of this region between O. sativa cv. Nipponbare and O. glaberrima cv. CG14 revealed that O. glaberrima has many mutations and a 45-kb deletion in the candidate region (Fig. 2C). O. barthii, which has awns, does not have the 45-kb deletion found in O. glaberrima (SI Appendix, Fig. S2). According to the Rice Annotation Database (RAP-DB, https://rapdb.dna.affrc.go.jp, searched on February 4, 2021), no predicted genes were present in the region of the O. sativa cv. Nipponbare genome corresponding to the 45-kb deletion, while 9 genes were predicted in the 47-kb region flanking the deletion (Fig. 2C). We screened an O. sativa bacterial artificial chromosome (BAC) library and identified a clone, OsBAC_10E15, which included the entire 92-kb candidate region (Fig. 2C). Six sub-clones retrieved from OsBAC_10E15 were introduced into SGR19, a line carrying O. glaberrima substitutions on chromosomes 8 and 6, including a functional OgRAE2 and a dysfunctional Ograe3 allele (SI Appendix, Fig. S3A). Comparison of CSSLs (Fig. 1 F–I) indicated that RAE1 and RAE2 function independently, while RAE3 appears to act in combination with RAE1 and/or RAE2; thus, a functional variant of either RAE1 or RAE2 is needed for the RAE3 complementation test. Introduction of subclone 2-03H into SGR19 recovered the awned phenotype in transgenic lines (Fig. 2D and SI Appendix, Table S1). Four genes, Os06g0695600, Os06g0695700, Os06g0695800, and Os06g0695900, were included in the 2-03H clone. To analyze these genes, overexpression constructs of each gene were transformed into SGR19. Among these, only the overexpression line Os06g0695900 complemented the awned phenotype (Fig. 2E and SI Appendix, Fig. S3 B–D and Table S1). Together, these results indicated that Os06g0695900 is OsRAE3 and regulates awn elongation.
Fig. 2.
Map-based cloning and identification of RAE3. (A) Comparison of awn phenotypes among WK18 (O. glaberrima), T65 (O. sativa), and OGBC4F1 (backcrossed lines of T65 and O. glaberrima). The 12 rectangles in right panes indicate the rice chromosomes and colors correspond to species; blue, O. glaberrima; yellow, O. sativa. Bar = 1 cm. Red bar represents RAE3 location. (B) RAE3 was further delimited to a 92-kb genomic region between markers KG29051 and KG29143, shown in red. (C) Comparison of genome sequences and annotation of Nipponbare (O. sativa) and CG14 (O. glaberrima). Black bars represent genomic sequences of Nipponbare and CG14, respectively. Arrows represent the predicted open reading frames according to RAP-DB. The gray bar represents the sequence range of O. sativa BAC, OsBAC_10E15 and blue bars indicate sub-clones derived from OsBAC_10E15. Highlighting of 2-03H in red indicates that transformants carrying this subclone complemented the awn phenotype. (D) Seed phenotypes of transgenic lines carrying subclones from OsBAC_10E15. (E) Awn phenotypes of transgenic plants with each candidate gene showing as gray and black arrows on the 2-03H subclone plasmid. Scale bars represent 1 cm.
RAE3 Expression Pattern in O. sativa.
To elucidate the function of OsRAE3, its expression pattern was examined in several organs of O. sativa cv. Nipponbare using the Rice Expression Database [RED (42); http://expression.ic4r.org, searched on January 4, 2020] based on RNA-seq data. We retrieved the expression values and calculated the mean value for each tissue; anther, callus, leaf, panicle, root, seed, and shoot. OsRAE3 (Os06g0695900) expression was highest in panicles and anthers and lowest in vegetative organs such as the leaf, root, and shoot (SI Appendix, Fig. S4A). There is a possibility that the expression level of RAE3 may be altered due to the existence of functional RAE1 and RAE2, as indicated in Fig. 1 K, i. If RAE1 and RAE2 contributed to RAE3 expression as indicating in Fig. 1 K, i, the expression level of RAE3 should be up-regulated in GLSL14 or GLSL26 compared with GLSL20 or Koshihikari. We performed quantitative expression analysis of RAE3 using GLSL14 (Fig. 1F) and GLSL26 (Fig. 1G), which carry functional OgRAE1 and OgRAE2 with functional OsRAE3, and GLSL20 (Fig. 1I), which carries a dysfunctional Ograe3 in the O. sativa genetic background. As first, we observed that expression of OgRAE1 and OgRAE2 in GLSL14 and GLSL26. GLSL14 and GLSL26 showed higher expression levels of OgRAE1 and OgRAE2 compared with the other lines (SI Appendix, Fig. S4 B, i and ii), consistent with previous results (15, 16). In contrast, the expression level of RAE3 showed no significant differences among the samples carrying different combinations of functional RAE1/RAE2 and RAE3 (SI Appendix, Fig. S4 B, iii). This result suggests that RAE3 may not be transcriptionally regulated by RAE1 or RAE2.
RAE3 Sequence Comparison between O. glaberrima and O. sativa.
To identify the mutations responsible for loss of function of RAE3 in O. glaberrima, we compared the sequences of O. glaberrima with its ancestral species, O. barthii, which is expected to retain a functional RAE3 allele for awn elongation (SI Appendix, Fig. S5A). Several single-nucleotide polymorphisms (SNPs) were detected in the promoter and terminator regions of the gene, which exhibited 96% and 97% identity, respectively, between O. glaberrima and O. barthii. In addition, a 48-bp deletion that included the stop codon of Ograe3 and resulted in extension of the coding region was detected in O. glaberrima (SI Appendix, Fig. S5A). The 48-bp deletion was not present in O. sativa or in O. barthii, both of which carry functional RAE3 alleles and have very similar amino acid sequence (SI Appendix, Fig. S5B). Some nonsynonymous SNPs were detected in the coding region in O. glaberrima compared with O. sativa, but as these SNPs were shared with O. barthii, they were determined not to be related to the loss of function of RAE3. This suggests that the 48-bp deletion may be responsible for the loss of RAE3 function in O. glaberrima.
RAE3 Encodes an E3 Ubiquitin Ligase and Localizes to the Cell Membrane.
Based on amino acid sequence analysis, RAE3 is predicted to encode a protein with a zinc finger RING-H2 domain. The phylogenetic tree of RAE3 gene homologs shows that they can be classified into two clades associated with monocots and dicots; RAE3 is classified into the monocot clade (SI Appendix, Fig. S6A). The hydrophobic region, GLD motif, and RING-H2 domain are conserved among diverse plant species, while other domains are not well conserved (SI Appendix, Fig. S6B). One of the closest homologs of RAE3 in Arabidopsis thaliana is At5G05810 (SI Appendix, Fig. S6A), named ATL43, which has been reported to be involved in abscisic acid signal transduction (43). The ATL family consists of 80 genes in Arabidopsis and 121 genes in rice (43). ATLs are comprised of three well-conserved regions: the N-terminal hydrophobic region, a GLD motif region, and a RING-H2 domain (SI Appendix, Fig. S7A). The N-terminal hydrophobic region is a common structure in transmembrane proteins, and all ATL family proteins analyzed to date are localized to the plasma membrane, ER membrane, or thylakoid membrane (44–46). The RING-H2 domain was shown to bind directly to the E2 ubiquitin-conjugating enzyme in EL5 (47). The GLD motif has been suggested to play a role in regulating the binding of E2 enzymes, but its precise function remains unclear (48). In addition, the C-terminal region, which follows the RING-H2 domain, has relatively high diversity within this gene family (SI Appendix, Fig. S6B) and is thought to be a substrate recognition domain (43). Arabidopsis ATL31 was reported to bind to its substrate, 14-3-3 protein, via the C-terminal region (49).
To examine the subcellular localization of RAE3, we made a YFP fusion construct and firstly observed its subcellular localization through bombardment in onion epidermal cells. Microscopic observation revealed that OsRAE3 was localized to the plasma membrane and to small particles in the cytosol that colocalized with FM4-64, a membrane marker (SI Appendix, Fig. S7B). We also observed the subcellular localization of RAE3 in rice protoplasts. Fluorescence from OsRAE3-YFP was observed at the plasma membrane (SI Appendix, Fig. S7C). Further, the 3D structure predicted by AlphaFold2 (50) indicated that OsRAE3 contains a transmembrane domain near the N-terminal region (SI Appendix, Fig. S7D). Taken together, these results provide evidence that OsRAE3 localizes at the plasma membrane and is expected to play a role as an E3 ubiquitin ligase. That is, OsRAE3 may regulate awn elongation by attaching ubiquitin to its substrates involved in signal transduction of awn elongation for degrading, change their localization, or remodeling surface feature (SI Appendix, Fig. S7E).
Auxin Degron System Indicates that RAE3 Has an E3 Ubiquitin Ligase Function.
The auxin-inducible degron (AID) system was developed as a tool for rapid and inducible protein degradation in nonplant systems (51), such as yeast. TIR1, an E3 ubiquitin ligase that is a key component of auxin signaling, binds to IAA17 in the presence of auxin; IAA17 is ubiquitinated by TIR1 and degraded via the 26S proteasome pathway (51). Using the AID system, the ability of E3 ubiquitin ligase can be evaluated based on the degree of degradation of IAA17.
To examine the ability of OsRAE3 to function as an E3 ubiquitin ligase, we employed the AID system using a chimeric protein fused with OsTIR1 (Os04g0395600). If OsRAE3 has E3 ubiquitin ligase activity, the chimeric protein is expected to interact with the E2 enzyme via the RAE3-derived RING-H2 domain and induce ubiquitination, resulting in the degradation of IAA17 (SI Appendix, Fig. S8A). First, we constructed a plasmid of OsRAE3 in which the C-terminal substrate recognition domain was swapped with that of OsTIR1 (SI Appendix, Fig. S8 B and C). As the hydrophobic domain in the N-terminal region of the ATL protein may be toxic to yeast (52), it was removed from the OsRAE3 construct (SI Appendix, Fig. S8C) which is referred to as FLAG-ΔRAE3(WT)-TIR. According to previous research, substitution of one of the predicted Zn binding residues in the RING-H2 domain causes loss of E3 ubiquitin ligase function of the ATL protein (49, 52). We established a mutated version of OsRAE3 with a serine substitution of the 136th cysteine, designated FLAG-ΔRAE3(C136S)-TIR (SI Appendix, Fig. S8D). Both constructs, FLAG-ΔRAE3(WT)-TIR and FLAG-ΔRAE3(C136S)-TIR, were expressed in yeast and the expression levels were confirmed through western blotting with anti-Flag antibody (SI Appendix, Fig. S8E).
For AID system analysis, the FLAG-ΔRAE3(WT)-TIR construct and HA-IAA17 construct were introduced together into a yeast strain YTK2812, and then incubated with 300 µM auxin and 200 µg/ml cycloheximide (CHX), which is a translation inhibitor (Fig. 3A). HA-IAA17 accumulation was observed in the absence of auxin in transgenic yeast with the FLAG-ΔRAE3(WT)-TIR construct (Fig. 3A). At 60 min after the addition of auxin and CHX, IAA17 was significantly degraded compared with the absence of auxin condition, whereas its degradation was repressed by the addition of MG132, which is a 26S proteasome inhibitor (Fig. 3 A and B). According to this result, we concluded that the OsRAE3 protein works as an E3 ubiquitin ligase. FLAG-ΔRAE3(WT)-TIR protein was slightly degraded with CHX treatment and its degradation was repressed by MG132 treatment (SI Appendix, Fig. S9 A and B), suggesting self-ubiquitination of the FLAG-ΔRAE3(WT)-TIR protein and degradation by the 26S proteasome. In the transgenic yeast line with FLAG-ΔRAE3(WT)-TIR, the degradation of the substrate HA-IAA17 depends on the time since the addition of auxin and CHX (Fig. 3 C and D). In contrast, the transgenic line with FLAG-ΔRAE3(C136S)-TIR exhibited no decrease in HA-IAA17 protein (Fig. 3 C and D). The amount of FLAG-ΔRAE3(WT)-TIR protein decreased over time with CHX treatment, whereas no decrease in the amount of FLAG-ΔRAE3(C136S)-TIR protein was observed (SI Appendix, Fig. S9 C and D). We also observed that the RAE3 protein without the hydrophobic region fused with GFP (ΔRAE3(WT)-TIR-GFP) was localized at cytoplasm in yeast and the mutated OsRAE3 chimeric protein (ΔRAE3(C136S)-TIR1-GFP) showed the same localization pattern in yeast cells (SI Appendix, Fig. S9E). The fluorescence intensity was stronger in ΔRAE3(C136S)-TIR1-GFP than in ΔRAE3(WT)-TIR-GFP, corresponding to the results of western blotting. Taken together, these results suggest that the point mutation of the RING-H2 domain impairs the E3 ubiquitin ligase activity of OsRAE3, preventing both substrate ubiquitination and self-ubiquitination of the OsRAE3 protein, and providing evidence of RAE3’s E3 ubiquitin ligase potential in vivo.
Fig. 3.
RAE3 functions as a E3 ubiquitin ligase to degrade its substrates. (A) RAE3 activity assay using the AID system. HA-IAA and Pgk1 (loading control) were detected through immunoblotting using antibodies to HA and to Pgk1, respectively. Yeast strains expressing HA-IAA and FLAG-ΔRAE3(WT)-TIR were initially grown in synthetic medium lacking leucine and uracil for 1 h before addition of 300 μM auxin. (B) Quantitative results of the RAE3 activity assay shown in A. Y-axis indicates relative HA-IAA17 protein accumulation compared with 0-min_mock, which was set to 1. (C) HA-IAA17 protein level detected by RAE3 activity assay using the AID system with FLAG-ΔRAE3(WT)-TIR or FLAG-ΔRAE3(C136S)-TIR carrying a point mutation in the RING-H2 domain. The antibodies used are described above for A. (D) Quantitative results of the RAE3 activity assay shown in C. Y-axis indicates HA-IAA17 protein accumulation relative to 0-min_mock, which was set to 1. Blue and orange indicate FLAG-ΔRAE3(WT)-TIR and FLAG-ΔRAE3(C136S)-TIR, respectively. The entire experiment was replicated three times and scale bars represent SD. Significance was tested by one-way analysis of variance (ANOVA) with Tukey’s comparison. *P <0.05. (E) Schematic image of F(FLAG)-RAE3(WT) and F-RAE3(C136S) constructs. (F) Awn phenotypes of transgenic plants carrying FLAG-RAE3(WT) or FLAG-RAE3(C136S) in the SGR19 background. Scale bar represents 1 cm.
Mutation of the RING-H2 Domain of OsRAE3 Negates Its Awn Elongation Function.
To clarify the function of RAE3 in awn development in planta, we evaluated lines overexpressing two variants in the SGR19 background (SI Appendix, Fig. S3A). Full-length OsRAE3 fused with 3×FLAG was designated FLAG-RAE3(WT)ox, and the construct with a point mutation in the RING-H2 domain of full-length OsRAE3 was called FLAG-RAE3(C136S)ox (Fig. 3E). Awn elongation was observed in the transgenic lines of FLAG-RAE3(WT)ox, but not in FLAG-RAE3(C136S)ox lines (Fig. 3F and SI Appendix, Table S1). According to the fluorescence observation of OsRAE3(WT)-YFP and OsRAE3(C136S)-YFP in rice protoplasts, both are localized at the plasma membrane (SI Appendix, Fig. S7C). This result indicates that the point mutation in the RING-H2 domain of RAE3 does not affect the subcellular localization of RAE3. In total, the loss of function of an E3 ubiquitin ligase due to mutation of the RING-H2 domain resulted in loss of RAE3 activity as a positive regulator of awn elongation in rice.
Loss of Function of RAE3 Was Selected during African Rice Domestication.
To test for a selective sweep in the region of Ograe3, we further examined resequencing data from diverse accessions of O. glaberrima (n = 120) and O. barthii (n = 62), originating from several locations, including around the Niger River where African rice domestication occurred (6, 19, 20) (SI Appendix, Fig. S10A and Table S2). Nucleotide diversity (π) of O. glaberrima was estimated relative to that of O. barthii in 10-kb window bins across chromosome 6 (Fig. 4A). Nucleotide diversity ratios (π ratios; π of O. glaberrima to π of O. barthii) were mostly below 1.0, as expected in comparisons of a cultivated species with its wild relative. The region surrounding RAE3 was characterized by a drop in the π ratio, followed by a plateau that extends ~600-kb downstream (Fig. 4B). Beyond the plateau, we discovered a ~200-kb region that had systematic missing data in ~46% of O. glaberrima accessions; this pattern is consistent with structural variation. Examining nucleotide diversity of RAE3 itself, we found that π in O. glaberrima was about one-third that of O. barthii (average, 0.315) (Fig. 4B), and that the gene-based π ratio corresponded to the 34th percentile of the π ratio distribution on chromosome 6 (Fig. 4C). This was higher than what would be expected after a hard selective sweep; however, other pieces of evidence supported selection at RAE3. Haplotype analysis revealed three haplotypes (H1, H2, and H3) at RAE3, with 95% of O. glaberrima carrying H1, the haplotype that harbored the 48-bp deletion in the RAE3 coding sequence (CDS) region. In contrast, 91% of O. barthii accessions had the H2 haplotype, which did not carry the deletion (SI Appendix, Fig. S10B and Dataset S1). In addition, all O. sativa accessions had H3, which also did not have the 48-bp deletion. Of the five O. glaberrima accessions that carried the nondeletion (functional) allele, and one O. barthii accession that carried the deletion (dysfunctional) allele, haplotype analysis showed that these are likely due to introgressions between the wild and cultivated gene pools (SI Appendix, Fig. S10C), indicating that the dysfunctional allele is fixed in O. glaberrima. Interestingly, all five O. glaberrima accessions with the nondeletion allele originated from the Senegal (n = 3)/Guinea-Bissau (n = 2) region (SI Appendix, Fig. S10A).
Fig. 4.
Nucleotide diversity analysis of cultivated and wild African rice. Nucleotide diversity ratios (πglaberrima/ πbarthii) across chromosome 6 (A) and across an approximately 3-Mb region around RAE3 (B). Nucleotide diversity was computed in 10-kb bins for all 10-kb windows with a bin-average SNP missing data rate < 20%. Each point in represents the π ratio value for a single 10-kb window. Red vertical line indicates the position of the 48-bp indel of RAE3 in A and B. Gray box denotes region of depressed nucleotide diversity ratio values in B. (C) Distribution of nucleotide diversity (π) ratios across chromosome 6 for the 10-kb windows shown in panel B. “count” indicates the number of regions that have a certain nucleotide diversity ratio as indicated within each bin. The average RAE3 nucleotide diversity ratio (computed using 50-SNP sliding windows with a 2-SNP step size) is marked with a red vertical arrow; this corresponds to the 34th percentile of the distribution. All positions are based on the MSUv7 annotation. (D) Distribution of nucleotide diversity across chromosome 6 in wild and cultivated African and Asian rice groups. (E) Proposed model of convergent evolution of the awnless phenotype in two rice domestication regions, Asia and Africa.
To clarify the relationship between the 48-bp indel in RAE3 and the awn phenotype, we evaluated lines of O. barthii (n = 8) and O. glaberrima (n = 8) that differed in awn phenotype but were known to carry functional alleles at the RAE2 locus (16). First, we designed two PCR primers (KB119 and KB70) for the proximal and distal regions of the 48-bp deletion in RAE3, and one primer (KB112) for the interior of the 48-bp deletion (SI Appendix, Fig. S11A). The band sizes amplified with each primer combination are shown in SI Appendix, Fig. S11B. Amplification with KB119-KB70 was observed in all samples, and all amplicons in O. glaberrima were shorter than in O. barthii (SI Appendix, Fig. S11C). When the samples were amplified with KB119-KB112, no amplification occurred in O. glaberrima, whereas amplification was observed in all O. barthii samples. In this set, the O. glaberrima samples all had the awnless phenotype and the O. barthii samples were fully fixed for the awned phenotype (SI Appendix, Fig. S11C). Given that all 16 lines carried a functional RAE2 (16), this result supports the conclusion that the 48-bp indel is the causative functional nucleotide polymorphism for the awnless phenotype in O. glaberrima.
Discussion
In this study, we identified RAE3, which encodes a RING type E3 ubiquitin ligase, as a gene for awn elongation. The genes encoding E3 ubiquitin ligase are highly diverse, including at least 600 genes in humans (53) and 1,300 genes in plants (54). E3 ubiquitin ligases that function in organogenesis and size regulation have been reported in various plants. For example, Arabidopsis XBAT32 ubiquitinates the aminocyclopropane-1-carboxylic acid synthases ACS4 and ACS7, which are involved in ethylene biosynthesis, and causes positive regulation of lateral root formation (55). The E3 ubiquitin ligase GW2 directly interacts with EXPLA1 (expansin-like 1) to ubiquitinate and degrade it, influencing rice grain size (56). Thus, temporal and spatial regulation of substrate levels by E3 ubiquitin ligases are involved in a variety of mechanisms that affect plant morphogenesis and organ size. Based on other ATL family proteins which are homologs of RAE3, the substrate recognition site was predicted to be in the C-terminal region (43, 49). Consistent with this expectation, extension of the amino acid sequence in Ograe3 may lead to loss of function via probable effects on substrate binding. We observed that the C-terminal region of RAE3 is conserved across the monocot subclade in this family as shown in SI Appendix, Fig. S6B, and thus a change in protein conformation or physical or charge disorder might affect the binding of Ograe3 to its substrates in O. glaberrima. Further, the mutated version of OsRAE3 was not able to complement the awn phenotype in SGR19. That is, the point mutation in RING-H2 domain caused loss of function of OsRAE3 as an E3 ubiquitin ligase and repressed awn elongation. The mutation in the RING-H2 domain, however, does not affect subcellular localization of RAE3 itself. These results support the hypothesis that the functional form of RAE3 has the capacity to degrade proteins or, to alter subcellular localization or protein surface of substrates that negatively regulate awn elongation (SI Appendix, Fig. S12). Determining the substrates of OsRAE3 that would be the suppressor will deepen our understanding of the comprehensive molecular mechanism underlying awn elongation.
According to the results of genetic analysis, RAE1 and RAE2 act in concert with RAE3. Expression patterns of these genes overlap strongly in the young panicle and anther (15, 16), and these spatiotemporal expression patterns suggest that RAE1, RAE2, and RAE3 function cooperatively. Expression levels of RAE3 in several CSSLs harboring functional RAE1 or RAE2 alleles suggest that RAE3 may not be transcriptionally regulated by RAE1 or RAE2 (SI Appendix, Fig. S4B) as suggesting in Fig. 1 K, i. To prove the second possibility indicated in Fig. 1 K, ii, we need to examine pyramided lines carrying RAE1-rae3 or RAE2-rae3 combinations. While it is obvious that RAE1–RAE2–RAE3 genetically regulate awn elongation, molecular network is still unclear. A recent study in sorghum identified the SbAWN1 gene encoding a transcription factor with an ALOG domain that is responsible for awn loss during sorghum domestication (57). This transcription factor binds directly to the regulatory regions of the homologs of DL (28) and LKS2 (58), which are genes responsible for awn elongation in rice and barley, respectively, and downregulates the expression of these genes, resulting in an awnless phenotype in sorghum. Revealing the relationship between RAE3, OsAWN1 and other awn-related genes in rice will enhance our understanding of the signal transduction pathways regulating awn elongation. Similarly, discovery of yet unidentified genes will likely fill in the missing link(s) in the RAE1–RAE2–RAE3 signaling network.
The 48-bp deletion in the C-terminal region of RAE3, which is fixed in O. glaberrima, is rare or absent in both O. barthii and O. sativa, both of which possess functional alleles of RAE3. Despite its importance for awn regulation, nucleotide diversity at the RAE3 locus in O. glaberrima compared to O. barthii was at the 34th percentile of chromosome-wide levels, i.e., not remarkably low relative to other regions on chromosome 6. Highly reduced values of this ratio relative to other regions would normally be expected if the gene had experienced a hard selective sweep. However, if the O. glaberrima population experienced a very strong population bottleneck at roughly the same time that selection on the RAE3 locus occurred, such that all other regions on the chromosome also showed highly reduced genetic variation (Fig. 4D), and if the bottleneck happened fairly recently, it would be difficult to identify a clear signature of selection. Given the inbreeding nature of cultivated African rice (23, 59, 60) and the relatively low effective population size of O. glaberrima, the result reported here is not inconsistent with a hard selective sweep at RAE3. Alternatively, other forms of selection, such as a soft sweep, may have impacted the evolutionary pathway to awnlessness in African rice. For example, resequencing data suggested that nearly half of O. glaberrima accessions studied, all of which carry the 48-bp deletion, have structural variation downstream of RAE3 (Fig. 4B and Dataset S1); this indicates that the mutation may be found in at least two haplotypes of cultivated African rice. A soft selective sweep would be consistent with a protracted model of domestication (9, 19, 61) whereby both awned and awnless populations were cultivated under early domestication management. While awnless rice would facilitate postharvest processes, awned types offer better natural protection from birds and other seed predators under these managed scenarios, thereby balancing selective pressures on the awned and awnless phenotypes. As cultivation practices became more intensive throughout the domestication process, the 48-bp deletion would have become the favored variant, leading to virtual fixation in O. glaberrima with some genetic variation still retained in the surrounding region of Ograe3 (SI Appendix, Fig. S13). The data are also consistent with a model of domestication for O. glaberrima whereby a prolonged period of domestication was punctuated by a relatively recent hard sweep favoring awnlessness conferred by the 48-bp deletion in RAE3.
Strong selection on multiple awn-regulating genes contributed to the domestication of O. sativa, while selection at a single, newly discovered locus led to awnlessness in O. glaberrima. In Asian cultivated rice, dysfunctional mutations in An-1/RAE1, RAE2/GAD1, and LABA1/An-2 contributed to a reduction in awn length and morphology, whereas in African cultivated rice RAE3 appears to be the major target of selection (Fig. 4E). This result is consistent with the highly stratified population structure and greater amount of genetic diversity found in both cultivated and wild forms of Asian rice. While significant subpopulation structure is detected in O. glaberrima (17–20), it is shallower than that observed in O. sativa due to the fact that O. glaberrima has a much narrower gene pool (Fig. 4D) and is more geographically restricted than O. sativa. The current study sheds light on convergent evolutionary processes that led to the independent domestication of Asian and African rice.
Materials and Methods
Summary of Materials and Methods are described here, and the details are in SI Appendix.
Plant Growth Conditions.
Plant materials were grown in the field of Nagoya University at Togo-cho and in the field of Kyushu University at Kasuya in Japan following the conventional agronomic calendar. The transgenic plants were grown in isolated greenhouses under long-day conditions until the 10-leaf stage, and then transferred to short-day conditions until flowering.
Fine Mapping of RAE3 through Linkage Analysis.
For fine mapping of OsRAE3, we used 6,912 OGBC4F3 plants, which carry a fragment of approximately 4.5 Mb on the long arm of chromosome 6 from T65 (O. sativa) in the IRGC103777 (O. glaberrima) background. PCR for genotyping was performed with Ex-Taq polymerase (Takara Bio Inc., Kusatsu, Japan) following the manufacturer’s protocol. Markers used for genotyping of OGBC4F2 and OGBC4F3 are listed in SI Appendix, Table S5.
Plasmid Construction and Generation of Transgenic Rice Plants.
To narrow down the candidate region of RAE3, the BAC clone OsBAC_10E15, harboring the entire 92-kb candidate region, was screened from the T65 (O. sativa) BAC library and shotgun-sequenced using the MiSeq platform (Illumina, San Diego, USA). The BAC clone was partially digested with Sau3AI, yielding fragments of approximately 10 to 30 kb that were then subcloned into the binary vector pYL-TAC7. To identify the responsible gene for RAE3, each CDS of four candidate genes contained in the 2-03H subclone was amplified from Nipponbare (O. sativa) cDNA via PCR and cloning into the pCAMBIA1380 vector. To examine the function of OsRAE3 with or without mutation in RING-H2 domain in rice, the Os06g0695900 CDS was cloned into pCAMBIA1300 carrying 3× FLAG on the 5′ side of the transgene (FLAG-RAE3(WT)ox). A single-point mutation in the RING-H2 domain of RAE3 (FLAG-RAE3(C136S)ox) was generated through PCR using a specific primer pair (KM154–KM155) with FLAG-RAE3(WT)ox as the template. To observe RAE3 cell localization, the Os06g0695900 CDS (OsRAE3(WT)) and mutated OsRAE3, OsRAE3(C136S) were cloned into pEG101 by LR cloning.
Phenotypic Evaluation.
The three main panicles of each plant were collected for analysis. The awn lengths of the apical spikelets of the top five primary branches were measured, and this measurement was taken to represent the awn length of the whole panicle. The awned seed number was divided by the total seed number in one panicle to calculate the frequency of awned seeds per panicle.
RAE3 Expression Data Retrieving from RED Database.
Expression values based on FPKM were retrieved from the RED [(42); http://expression.ic4r.org, searched on January 4, 2020] which is based on RNA-seq data of O. sativa cv. Nipponbare. The expression values corresponding to the tissues that have “normal” and “WT” without any treatment in experiment name were retrieved and calculated mean value among each tissue. We used the data from the Project IDs; DRP000391, DRP001762, SRP017256, SRP029886, SRP047482, and SRP049102.
RNA Isolation and Quantitative Reverse-Transcription (qRT)-PCR.
For qRT-PCR analysis of target genes (RAE1 (Os04g0350700), RAE2 (Os08g0485500), and RAE3 (Os06g0695900)), young panicle tissues (<1 cm in length) of several rice accessions were used. Total RNA was extracted using the RNeasy Plant Mini Kit (QIAGEN, Hilden, Germany), and first-strand cDNA synthesis was performed using the Omniscript RT Kit (QIAGEN, Hilden, Germany). The StepOne real-time PCR system (Applied Biosystems, Waltham, MA, USA) was used to analyze the relative expression levels of target genes. Expression levels of target genes were normalized to the endogenous ubiquitin transcript level, UBQ5 (Os01g0328400). The comparative cycle threshold (△△CT) method was used to calculate relative expression levels of target genes.
Particle Bombardment in Onion Epidermal Cell and Observation by Confocal Microscopy.
For observing transient expression of OsRAE3 in onion epidermal cells, the fusion protein of OsRAE3(WT)-YFP was constructed under the control of the 35S promoter. The strips of onion scale leaves were subjected to particle bombardment using the biolistic PDS1000/He Particle Delivery System (Bio-Rad). Bombardment was performed with a 1,100 psi rupture disc (#1652329, Bio-Rad) under the condition of 28 inch Hg (vacuum level in chamber), 1,100 psi helium pressure, and 590 MPa pressure. After bombardment with gold particles, samples were incubated at 28 °C for 16 h in the dark. The epidermal layer was peeled off, then observed under confocal laser microscope with a 40× objective (Zeiss, Oberkochen, Germany).
Rice Protoplast Isolation and Subcellular Localization Analysis.
Rice protoplast isolation of Nipponbare seedlings and protoplast transfection were followed as described previously (62), with some modifications. Plasmid DNA was mixed with 100 µL protoplasts (about 6× 106 cells), and 150 µL PEG solution [40% (W/V) PEG 4000; Aldrich, 0.2 M mannitol, and 0.1 M CaCl2] was added and mixed by tapping. After incubation at room temperature for 10 to 20 min, 600 µL W5 solution (154 mM NaCl, 125 mM CaCl2, 5 mM KCl, and 2 mM MES at pH 5.7) was added and mixed well by inverting the tube. After centrifuge, the supernatant was removed and resuspended by adding 400 µL WI solution (0.5 M mannitol, 20 mM KCl, and 4 mM MES at pH 5.7). The solution was transferred to a 24-well plate and incubated at 22 °C in the dark for 12 to 16 h. Protoplasts were observed using a confocal laser scanning microscope (LSM700; Zeiss).
E3 Ubiquitin Ligase Assay in Yeast.
Yeast Strain, Media, and Reagents.
The yeast strain used in this work is YTK2812 (MATa leu2 trp1 his3 ade2 can1 pdr5::Hyg) which is constructed in this study. Cells were grown in synthetic medium (0.69% yeast nitrogen base without amino acids, 2% D-glucose, appropriate amino acids, and nucleic acids) at 30 ˚C. To initiate degradation of IAA17 -tagged proteins, 3-IAA (cat. 19119-61, Nacalai Tesque, Kyoto, Japan) was added to the medium at 300 µM final concentration. To inhibit de novo protein synthesis, CHX (cat. 06741-04, Nacalai Tesque) was added to the medium at 200 µg/mL final concentration. For inhibition of the proteasome, MG132 (cat. 3175, Peptide Institute, Osaka, Japan) was added to the medium 20 min before CHX treatment at a final concentration of 50 µM.
Plasmid Construction.
To examine the function of OsRAE3 in yeast, the OsRAE3 CDS (Os06g0695900) without the transmembrane domain and expected substrate recognition site (from amino acids 54 to 166) was cloned into the p416ADH vector (63) by SpeI and BamHI. The C-terminal domain of OsTIR1 (Os04g0395600) used in the Auxin-based degron system (51) (from amino acids 36 to 576) was amplified via PCR and introduced on the 3′ side of the OsRAE3 fragment (FLAG-ΔRAE3(WT)-TIR) by BamHI and EcoRI. A single point mutation in the RING-H2 domain in RAE3 (FLAG-ΔRAE3(C136S)-TIR) was generated through PCR using specific primers (KM154–KM155), with FLAG-ΔRAE3(WT)-TIR as the template. The plasmid which is FLAG-ΔRAE3(WT)-TIR was named pOK832 and FLAG-ΔRAE3(C136S)-TIR was named pOK833. AtIAA17 (At1g04250) was cloned using the pOK521 plasmid (64) as a template and added the 3×HA tag to the 5′ side to produce 3× HA-IAA17-p415ADH construct used as a substrate for FLAG-ΔRAE3-TIR. The constructs for observing cell localization of chimeric OsRAE3 protein fused with GFP were made by using NEBuilder as following manufacture protocol. GFP sequence was amplified with specific primers (KBU71-KBU72) using pMDC111 as a template. PCR products of GFP fused with 19 to 20 bp of complementary sequence of vector plasmid were transferred into pOK832 or pOK833 after EcoRI treatment using the NEBuilder Hifi assembly kit (New England BioLabs, Ipswich, MA, USA) with 50 °C for 20 min.
Diversity Analysis of RAE3.
Individual resequencing datasets were downloaded from the internet as raw reads and aligned to the Nipponbare reference genome using BWA software (65, 66) for alignment, and GATK’s HaplotypeCaller algorithm (67–70) for variant-calling. A uniform set of parameters was used to ensure data quality and to enable integration of datasets. Resulting data were utilized for examining the frequency of the 48-bp deletion in wild and cultivated African rice (n = 62 O. barthii and 120 O. glaberimma for which the 48-bp deletion were called), constructing haplotypes across the RAE3 genomic region in both African and Asian rice (n = 23 O. barthii, 100 O. glaberrima, and 100 O. sativa), and analyzing nucleotide diversity across chromosome 6 (n = 93 O. barthii, 134 O. glaberrima, 110 O. sativa, and 41 O. rufipogon). For haplotype construction, accessions with greater than 10% missing calls were filtered out as were SNPs with greater than 0.05% missingness.
Supplementary Material
Appendix 01 (PDF)
Dataset S01 (CSV)
Acknowledgments
This work was funded by JSPS KAKENHI (grant no. JP 20H05912 to M.A., 15J03740 and 20K22644 to K.B.-U.), the SATREPS program (no. JPMJSA1706 to M.A.) of the JST and JICA, JST-Mirai Program Grant Number JPMJMI20C8, and the US NSF (grant no. 1444511 to S.R.M.). We thank the National Bio-Resource Project (NBRP), Honda Research Institute Japan Co., Ltd., Mr. Tomonori Takashi and Dr. Kazuyuki Doi for providing the inbred lines. We gratefully acknowledge Yuxin Shi and Francisco Agosto Perez for technical assistance in integrating the resequencing datasets.
Author contributions
K.B.-U., D.R.W., and M.A. designed research; K.B.-U., K.Masuda, D.R.W., R.B.A.-S., K.O., K.N., R.M., S.-i.A., T.F., K.Miura, J.W., Y.Y., H.Y., A.Y., T.K., and M.A. performed research; M.B.K. contributed new analytic tools; K.B.-U., K.Masuda, D.R.W., T.F., M.B.K., S.R.M., and M.A. analyzed data; and K.B.-U., D.R.W., S.R.M., and M.A. wrote the paper.
Competing interest
The authors declare no competing interest.
Footnotes
This article is a PNAS Direct Submission.
Contributor Information
Susan R. McCouch, Email: srm4@cornell.edu.
Motoyuki Ashikari, Email: ashi@agr.nagoya-u.ac.jp.
Data, Materials, and Software Availability
All study data are included in the article and/or SI Appendix.
Supporting Information
References
- 1.Heiser C. B., Aspects of unconscious selection and the evolution of domesticated plants. Euphytica 37, 77–81 (1988). [Google Scholar]
- 2.Khush G. S., Origin, dispersal, cultivation and variation of rice. Plant Mol Biol. 35, 25–34 (1997). [PubMed] [Google Scholar]
- 3.Fuller D. Q., Lucas L., “Wheats: Origins and development” in Encyclopedia of Global Archaeology, Smith C., Ed. (Springer, New York, 2014), pp. 7812–7817. [Google Scholar]
- 4.Doebley J., The genetics of maize evolution. Annu. Rev. Genet. 38, 37–59 (2004). [DOI] [PubMed] [Google Scholar]
- 5.Fuller D. Q., Pathways to Asian civilizations: Tracing the origins and spread of rice and rice cultures. Rice 4, 78–92 (2011). [Google Scholar]
- 6.Linares O. F., African rice (Oryza glaberrima): History and future potential. Proc. Natl. Acad. Sci. U.S.A. 99, 16360–16365 (2002). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Cappers R. T. J., Ed. Fields of Change: Progress in African Archaeobotany (Barkhuis Groningen University Library, 2007). [Google Scholar]
- 8.Manning K., Timpson A., The demographic response to Holocene climate change in the Sahara. Quat. Sci. Rev. 101, 28–35 (2014). [Google Scholar]
- 9.Meyer R. S., et al. , Domestication history and geographical adaptation inferred from a SNP map of African rice. Nat. Genet 48, 1083–1088 (2016). [DOI] [PubMed] [Google Scholar]
- 10.Konishi S., et al. , An SNP caused loss of seed shattering during rice domestication. Science 312, 1392–1396 (2006). [DOI] [PubMed] [Google Scholar]
- 11.Li C., Zhou A., Sang T., Rice domestication by reducing shattering. Science 311, 1936–1939 (2006). [DOI] [PubMed] [Google Scholar]
- 12.Tan L., et al. , Control of a key transition from prostrate to erect growth in rice domestication. Nat. Genet 40, 1360–1364 (2008). [DOI] [PubMed] [Google Scholar]
- 13.Ishii T., et al. , OsLG1 regulates a closed panicle trait in domesticated rice. Nat. Genet 45, 462–465 (2013). [DOI] [PubMed] [Google Scholar]
- 14.Sweeney M. T., Thomson M. J., Pfeil B. E., McCouch S., Caught red-handed: Rc encodes a basic helix-loop-helix protein conditioning red pericarp in rice. Plant Cell 18, 283–294 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Luo J., et al. , An-1 encodes a basic helix-loop-helix protein that regulates awn development, grain size, and grain number in rice. The Plant Cell 25, 3360–3376 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Bessho-Uehara K., et al. , Loss of function at RAE2 a previously unidentified EPFL, is required for awnlessness in cultivated Asian rice. Proc. Natl. Acad. Sci. U.S.A. 113, 8969–8974 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Wang M., et al. , The genome sequence of African rice (Oryza glaberrima) and evidence for independent domestication. Nat Genet 46, 982–988 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Cubry P., et al. , The rise and fall of african rice cultivation revealed by analysis of 246 new genomes. Curr. Biol. 28, 2274–2282.e6 (2018). [DOI] [PubMed] [Google Scholar]
- 19.Choi J. Y., et al. , The complex geography of domestication of the African rice Oryza glaberrima. PLoS Genet 15, e1007414 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Veltman M. A., Flowers J. M., van Andel T. R., Schranz M. E., Origins and geographic diversification of African rice (Oryza glaberrima). PLoS One 14, e0203508 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Gross B. L., Steffen F. T., Olsen K. M., The molecular basis of white pericarps in African domesticated rice: Novel mutations at the Rc gene: Origin of white pericarps in African rice. J. Evol. Biol. 23, 2747–2753 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Liu H., Yan J., Rice domestication: An imperfect African solution. Nat. Plants 3, 17083 (2017). [DOI] [PubMed] [Google Scholar]
- 23.Ndjiondjop M. N., et al. , Comparisons of molecular diversity indices, selective sweeps and population structure of African rice with its wild progenitor and Asian rice. Theor. Appl. Genet 132, 1145–1158 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Grundbacher F., The physiological function of the Cereal Awn. Bot. Rev. 29, 366–381 (1963). [Google Scholar]
- 25.Hua L., et al. , LABA1, A domestication gene associated with long, barbed awns in wild rice. Plant Cell 27, 1875–1888 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Furuta T., et al. , Convergent loss of awn in two cultivated rice species Oryza sativa and Oryza glaberrima is caused by mutations in different loci. Genes Genomes Genet. 5, 2267–2274 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Jin J., et al. , GAD1 encodes a secreted peptide that regulates grain number, grain length, and awn development in rice domestication. Plant Cell 28, 2453–2463 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Toriba T., Hirano H.-Y., The DROOPING LEAF and OsETTIN2 genes promote awn development in rice. Plant J. 77, 616–626 (2014). [DOI] [PubMed] [Google Scholar]
- 29.Thomson M. J., et al. , Mapping quantitative trait loci for yield, yield components and morphological traits in an advanced backcross population between Oryza rufipogon and the Oryza sativa cultivar Jefferson. Theor. Appl. Genet 107, 479–493 (2003). [DOI] [PubMed] [Google Scholar]
- 30.Bessho-Uehara K., et al. , Exploring the loci responsible for awn development in rice through comparative analysis of All AA genome species. Plants 10, 725 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Cai H., Morishima H., QTL clusters reflect character associations in wild and cultivated rice. Theor. Appl. Genet 104, 1217–1228 (2002). [DOI] [PubMed] [Google Scholar]
- 32.Matsushita S., Sanchez Sobrizal P. L., Doi K., Yoshimura A., Identification of new alleles of awnness genes, An7 and An8, in rice using Oryza glumaepatula introgression lines. Rice Genet. Newsl. 20, 19–20 (2003). [Google Scholar]
- 33.Fawcett J. A., et al. , QTL map meets population genomics: An application to rice. PLoS One 8, e83720 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Deshaies R. J., Joazeiro C. A. P., RING domain E3 ubiquitin ligases. Annu. Rev. Biochem. 78, 399–434 (2009). [DOI] [PubMed] [Google Scholar]
- 35.Joazeiro C. A. P., Weissman A. M., RING finger proteins. Cell 102, 549–552 (2000). [DOI] [PubMed] [Google Scholar]
- 36.Jiménez-López D., Muñóz-Belman F., González-Prieto J. M., Aguilar-Hernández V., Guzmán P., Repertoire of plant RING E3 ubiquitin ligases revisited: New groups counting gene families and single genes. PLoS One 13, e0203442 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.dos Santos Maraschin F., Memelink J., Offringa R., Auxin-induced, SCF TIR1 -mediated poly-ubiquitination marks AUX/IAA proteins for degradation. The Plant J. 59, 100–109 (2009). [DOI] [PubMed] [Google Scholar]
- 38.Wang F., et al. , Biochemical insights on degradation of Arabidopsis DELLA proteins gained from a cell-free assay system. The Plant Cell 21, 2378–2390 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Martins S., et al. , Internalization and vacuolar targeting of the brassinosteroid hormone receptor BRI1 are regulated by ubiquitination. Nat. Commun. 6, 6151 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Pickart C. M., Eddins M. J., Ubiquitin: Structures, functions, mechanisms. Biochim. Biophys. Acta. 1695, 55–72 (2004). [DOI] [PubMed] [Google Scholar]
- 41.Shim R. A., Angeles E. R., Ashikari M., Takashi T., Development and evaluation of Oryza glaberrima Steud. chromosome segment substitution lines (CSSLs) in the background of O. sativa L. cv. Koshihikari. Breed. Sci. 60, 613–619 (2010). [Google Scholar]
- 42.Xia L., et al. , Rice expression database (RED): An integrated RNA-Seq-derived gene expression database for rice. J. Genetics and Genomics 44, 235–241 (2017). [DOI] [PubMed] [Google Scholar]
- 43.Serrano M., Parra S., Alcaraz L. D., Guzmán P., The ATL gene family from Arabidopsis thaliana and Oryza sativa comprises a large number of putative ubiquitin ligases of the RING-H2 type. J. Mol. Evol. 62, 434–445 (2006). [DOI] [PubMed] [Google Scholar]
- 44.Azevedo J., et al. , Intraplastidial trafficking of a phage-type RNA polymerase is mediated by a thylakoid RING-H2 protein. Proc. Natl. Acad. Sci. U.S.A. 105, 9123–9128 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Lin S.-S., et al. , RING1 E3 ligase localizes to plasma membrane lipid rafts to trigger FB1-induced programmed cell death in Arabidopsis. The Plant J. 56, 550–561 (2008). [DOI] [PubMed] [Google Scholar]
- 46.Guzmán P., The prolific ATL family of RING-H2 ubiquitin ligases. Plant Signaling Behav. 7, 1014–1021 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Katoh S., et al. , High precision NMR structure and function of the RING-H2 finger domain of EL5, a rice protein whose expression is increased upon exposure to pathogen-derived oligosaccharides. J. Biol. Chem. 278, 15341–15348 (2003). [DOI] [PubMed] [Google Scholar]
- 48.Aguilar-Hernández V., Aguilar-Henonin L., Guzmán P., Diversity in the architecture of ATLs, a family of plant ubiquitin-ligases, leads to recognition and targeting of substrates in different cellular environments. PLoS One 6, e23934 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Sato T., et al. , Identification of 14-3-3 proteins as a target of ATL31 ubiquitin ligase, a regulator of the C/N response in Arabidopsis: Arabidopsis E3 ATL31 marks 14-3-3 proteins for degradation. The Plant J. 68, 137–146 (2011). [DOI] [PubMed] [Google Scholar]
- 50.Jumper J., et al. , Highly accurate protein structure prediction with AlphaFold. Nature 596, 583–589 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Nishimura K., Fukagawa T., Takisawa H., Kakimoto T., Kanemaki M., An auxin-based degron system for the rapid depletion of proteins in nonplant cells. Nat. Methods 6, 917–922 (2009). [DOI] [PubMed] [Google Scholar]
- 52.Serrano I., Gu Y., Qi D., Dubiella U., Innes R. W., The Arabidopsis EDR1 protein kinase negatively regulates the ATL1 E3 ubiquitin ligase to suppress cell death. Plant Cell 26, 4532–4546 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Metzger M. B., Hristova V. A., Weissman A. M., HECT and RING finger families of E3 ubiquitin ligases at a glance. J. Cell Sci. 125, 531–537 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Sullivan J. A., Shirasu K., Deng X. W., The diverse roles of ubiquitin and the 26S proteasome in the life of plants. Nat. Rev. Genet 4, 948–958 (2003). [DOI] [PubMed] [Google Scholar]
- 55.Prasad M. E., Schofield A., Lyzenga W., Liu H., Stone S. L., Arabidopsis RING E3 ligase XBAT32 regulates lateral root production through its role in ethylene biosynthesis. Plant Physiol. 153, 1587–1596 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Choi B., et al. , GW2 functions as an E3 ubiquitin ligase for rice expansin-Like 1. IJMS 19, 1904 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Zhou L., et al. , Gene duplication drove the loss of awn in sorghum. Mol. Plant 14, 1831–1845 (2021). [DOI] [PubMed] [Google Scholar]
- 58.Yuo T., et al. , A SHORT INTERNODES (SHI) family transcription factor gene regulates awn elongation and pistil morphology in barley. J. Exp. Botany 63, 5223–5232 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Semon M., Nielsen R., Jones M. P., McCouch S. R., The population structure of african cultivated rice Oryza glaberrima steud. Genetics 169, 1639–1647 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Nabholz B., et al. , Transcriptome population genomics reveals severe bottleneck and domestication cost in the African rice (Oryza glaberrima). Mol Ecol 23, 2210–2227 (2014). [DOI] [PubMed] [Google Scholar]
- 61.Allaby R. G., Fuller D. Q., Brown T. A., The genetic expectations of a protracted model for the origins of domesticated crops. Proc. Natl. Acad. Sci. U.S.A. 105, 13982–13986 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Zhang Y., et al. , A highly efficient rice green tissue protoplast system for transient gene expression and studying light/chloroplast-related processes. Plant Methods 7, 30 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Mumberg D., Müller R., Funk M., Yeast vectors for the controlled expression of heterologous proteins in different genetic backgrounds. Gene 156, 119–122 (1995). [DOI] [PubMed] [Google Scholar]
- 64.Obara K., et al. , Proteolysis of adaptor protein Mmr1 during budding is necessary for mitochondrial homeostasis in Saccharomyces cerevisiae. Nat. Commun. 13, 2005 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Li H., Durbin R., Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25, 1754–1760 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Li H., Durbin R., Fast and accurate long-read alignment with Burrows-Wheeler transform. Bioinformatics 26, 589–595 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.McKenna A., et al. , The genome analysis toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 20, 1297–1303 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.DePristo M. A., et al. , A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nat. Genet 43, 491–498 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Auwera G. A., et al. , From FastQ data to high-confidence variant calls: The genome analysis toolkit best practices pipeline. Curr. Protoc. Bioinf. 43, 11.10.1-11.10.33 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Poplin R., Scaling accurate genetic variant discovery to tens of thousands of samples. bioRxiv [Preprint] (2017). 10.1101/201178 (Accessed 25 February 2022). [DOI]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Appendix 01 (PDF)
Dataset S01 (CSV)
Data Availability Statement
All study data are included in the article and/or SI Appendix.




