A typical MATE transporter consists of 12 transmembrane domains (TMDs) and is driven by a H
+ or Na
+ gradient across the biological membrane
[12][13]. In plants, MATE transporters are involved in growth, stress responses, leaf senescence, and metabolite transport including the efflux of antibiotics, the transportation and compartmentalization of alkaloids and flavonoids, iron homeostasis, aluminum tolerance, and the transportation of phytohormones
[14][15][16][17]. MATE proteins have been reported to transport substrates that are characteristic to particular groups of plants. For example, the characteristic colored skin of berry fruit is known to be resulted from the accumulation of anthocyanins, while VvMATE1 and VvMATE2 were reported to be putative proanthocyanidin transporters in seed berries
[18]. Another example is the rich content of isoflavone in soybean seeds
[19]. GmMATE1, GmMATE2, and GmMATE4 were reported to mediate isoflavone transport into the vacuole
[16][17]. As discussed in
Section 1, genome-wide identification studies demonstrated that many plant species have a large family of MATE transporters. The multitasking abilities of MATE transporters in plants to mediate the transport of various substrates for the regulation of different biological processes, including xenobiotic detoxification, regulation of iron homeostasis, tolerance to aluminum, regulation of biotic stress, and phytohormone transport, have been reviewed
[20]. The role of MATE transporter in exporting isoflavonoid for regulating nodulation was also reported
[21]. The diversity of metabolites in different plant species and the capacities of MATEs to transport various substrates are the possible reasons behind the large MATE families in plants.
Most eukaryotic MATE transporters mediate substrate transports in exchange for H
+ from the other side of the biological membrane
[13]. However, prokaryotic MATE transporters could utilize H
+ or Na
+ as the anti-porting agent
[13]. Although MATE transporters are highly conserved in terms of the 12 typical MATE-type TMDs, they have different substrate specificities, such as ion chelators, phytohormones, alkaloids, and flavonoids
[4][16][17][22][23][24][25][26][27][28][29]. Many agronomic traits, such as seed color, bitterness of seeds, stress tolerance, and the balance between dormancy and germination, are closely related to the functions of MATE transporters. Many of these agronomic traits regulated by MATE transporters display contrasting properties between wild crops and domesticated crops. For example, compared to wild germplasms, domesticated germplasms usually have less colored seeds, bitter seeds, and easier germination of seeds
[30][31][32]. On the other hand, some domesticated germplasms contain higher levels of alkaloids compared to wild germplasms due to different cultivation purposes
[33][34]. Some domesticated germplasms may also have improved stress tolerance compared to the wild germplasms
[35]. Many of these favorable agronomic traits in domesticated germplasms are associated with metabolites transported by MATE transporters.
During domestication, specific alleles of domestication genes resulting in the desired agronomic traits were selected
[36][37]. The artificial selection during domestication and breeding resulted in a drastic decrease of genetic diversity in certain regions of the genome, where the potentially beneficial alleles for domestication are located
[38]. Examples of domestication genes include
TB1 (
Teosinte Branched 1), which encodes a transcriptional regulator for regulating apical dominance and leads to short and ear-tipped branches of domesticated maize
[39][40],
GmOLEO1, which encodes a oleosin protein for enhancing the seed oil content in domesticated soybean
[41], and
BH4 (
BLACK HULL4), which encodes an amino acid transporter for the regulation of the hull color of rice
[42]. The 22-bp deletion in the exon of
BH4 resulted in the white hull color of cultivated rice
[42]. Details of domestication genes have been summarized in previous reviews
[43][44]. Although
MATE genes have not been characterized as domestication genes, they are involved in regulating favorable traits, which are selected during domestication. The nature of MATEs being transporters to directly transport metabolites that bring forth the desirable traits, such as color and taste, may suggest
MATE genes as the suitable candidate genes for molecular breeding to shape a particular trait.
2. Favorable Agronomic Traits
During cultivation, plants have been selected for improvements in yield and harvestability
[45]. Other traits, such as seed color and fruit color
[30][31], the balance between dormancy and germination
[32], taste profile
[46][47], and adaptability to the environment
[48], are also constantly under conscious selection by breeders and consumers. MATE transporters are involved in the regulation of these agronomic traits.
2.1. Color
Seed coat color is usually distinguishable between wild germplasms and domesticated germplasms. During domestication, seeds with lighter color were selected due to the ease of sowing and religious reasons
[30]. Common examples of such domesticated crop plants include legumes, rice, and sorghum. As reviewed previously, in legumes such as
Phaseolus vulgaris,
Lablab purpureus,
Arachis hypogaea, soybean,
Pisum sativum, lentil, and
Cicer arietinum, the cultivars tend to have seed coats with lighter colors or less complex patterns compared to their wild relatives
[46]. In rice, the change in grain color is one of the alterations due to domestication
[49]. Wild rice grains usually have black hulls and red pericarps, while cultivated rice accessions usually have straw-white hulls. It was reported that such a change in hull color was due to a mutation in the gene
Bh4, while the change in pericarp color was due to a mutation in the gene
Rc. Various deletions in different regions of
Bh4 resulted in the same straw-white hull phenotype in different domesticated rice accessions
[49]. In Amaranth, the change in seed color from dark to white is also a contrasting trait between wild germplasms and domesticated germplasms
[50]. A MYB-like protein, homologous to the MYB-type transcription factors identified in other species for regulating seed coat color, was suggested to have soft selective sweep
[50]. The maize homolog determining seed coat color is known as Anthocyanin Regulatory C1
[50]. Similarly, domesticated quinoa accessions tend to have seeds of lighter colors, such as white, yellow, red, and purple, while wild quinoa accessions tend to have black seeds
[51].
Major plant pigments include anthocyanins, betalains, carotenoids, and chlorophylls
[52]. Anthocyanins have been known to be associated with the black color of the seed coat
[53]. In a study on the polyphenol composition of the colored seed coat of five pulses, including
Cicer arietinum L.,
Vicia faba L.,
Lens culinaris Medik.,
Pisum sativum L., and
Phaseolus vulgaris L., anthocyanins were only detected in the black seed coat of
Lens culinaris Medik and
Phaseolus vulgaris L. but not in the seed coat of other colors, such as white, green, brown, beige, grey, maple (patterned), and dun (brown)
[54]. Although anthocyanins were not detected in the black seed coat of the chickpea and faba bean, another class of colored compound, procyanidins, was detected in the black seed coat of the faba bean
[54]. However, it was not clear which compounds result in the black seed coat color of the chickpea
[54].
MATE transporters have been known to mediate the accumulation of colored compounds in the seed coat. For example, in Arabidopsis,
TRANSPARENT TESTA12 (
TT12), which encodes a MATE transporter, was reported to mediate the sequestration of proanthocyanidins (PAs) in the vacuole and thus enhance the accumulation of PAs in the seed coat
[55][56]. In
Medicago truncatula, MtMATE1 was reported to be functionally orthologous to Arabidopsis
TT12, in mediating the vacuolar uptake of PAs and epicatechin
3′-
O-glucoside, which is the precursor for PA biosynthesis (Zhao and Dixon, 2009). The mutation of
MtMATE1 resulted in seeds with a lighter color compared to the wild type (Zhao and Dixon, 2009). In addition, the pale seed phenotype of the Arabidopsis
tt12 mutant could be complemented by the ectopic expression of
MtMATE1 (Zhao and Dixon, 2009). Later, it was found that Arabidopsis
TT12 is regulated by
TRANSPARENT TESTA GLABRA2 (
TTG2), which encodes a WRKY-type transcription factor
[22]. Compared to the wild type, the
ttg2 mutant produces seeds with a lighter color
[22]. Such a phenotype is consistent with the pale seed color resulting from the
tt12 mutation (Zhao and Dixon, 2009).
Domesticated vegetables and fruits also have altered skin colors compared to the wild accessions. For example, wild carrots are usually white or off-white
[57][58]. The edible part of carrot is the root, which grows underground. Having a colored root appears to offer no advantage to the plant’s growth and survival
[57]. However, many domesticated carrots are colored, with roots in yellow, orange, red, and purple
[57][58][59]. It was suggested that the first event of domestication resulted in the popularity of yellow and purple carrots
[58]. After that, the second domestication event led to the popularity of the orange carrot
[58]. The orange color is due to the accumulation of carotenes
[58]. Another example is the grapevine (
V. vinifera). The white and red fruits of the grapevine are preferred on the market, while the dark-colored ones of the wild ancestor are not as popular
[31]. The pale green skin color of the domesticated grapevine fruit was reported to be due to a retroelement insertion in
VvMybA1 and a mutation in
VvMybA2, both of which encode MYB-type transcription factors
[60]. The dark skin color of grapevine fruit is largely due to the accumulation of anthocyanins
[31].
VvVHP1;2 (
V. vinifera vacuolar H+ PPase 1;2) was reported to be the transcriptional activation target of VvMYBA1
[61]. The overexpression of
VvVHP1;2 enhanced the accumulation of anthocyanins in transgenic berry fruit skins and transgenic Arabidopsis leaves
[61]. The overexpression of
VvVHP1;2 also led to the increased expression of
VvMATE3 [61]. In
V. vinifera, MATE transporters have been reported to mediate the accumulation of anthocyanins. anthoMATE1 and anthoMATE3 were reported to be tonoplast-localized MATE transporters that mediate the import of acylated anthocyanins in the vacuole
[5]. In addition, VvMATE1 and VvMATE2, which localize in the membranes of the vacuole and Golgi, respectively, were reported to be associated with the transport of PAs
[18].
Although MATE genes have not been regarded as domestication-related genes in crops, MATE transporters play important roles in regulating the color of seed and fruit, which have always been the agronomic traits selected. The link between the domesticated related genes, such as the MYB genes, and MATE transporters, which mediate the transport of colored compounds, has remained unclear. Nevertheless, MATE transporters that transport the colored compounds could be the possible candidates for molecular breeding when color is the agronomic trait of interest.
2.2. Dormancy
Seed dormancy is one of the contrasting traits between wild germplasms and domesticated germplasms
[32]. Dormancy could prevent seeds from germinating under favorable conditions
[62]. On the other hand, dormancy is critical for preventing preharvest sprouting when the humidity and temperature are favorable for germination
[32][63]. Although a long dormancy is not desirable for cultivation, too short a dormancy causes problems such as preharvest sprouting and could result in low grain quality and quantity
[63]. Therefore, an appropriate balance between seed dormancy and germination is a desirable trait selected during domestication. The equilibrium between ABA and GA levels regulates dormancy and the time for germination. Other phytohormones such as brassinosteroid, jasmonic acid, salicylic acid, cytokinin, strigolactone, and ethylene regulate the balance between ABA and GA
[64][65]. In addition to ABA and GA, auxin is also recognized as a master regulator of dormancy for its role in regulating the expression of genes involved in dormancy and germination
[65].
In Arabidopsis, the transport of ABA from maternal tissue to the embryo for dormancy regulation has been suggested
[66]. In another report, it was shown that ABA is released from the endosperm to the embryo to regulate seed dormancy
[67]. Later, ATP-binding cassette (ABC) transporters AtABCG25, AtABCG31, AtABCG30, and AtABCG40 were reported to be responsible for the transport of ABA from the endosperm to the embryo in Arabidopsis
[68]. The mutation of
AtABCG31,
AtABCG30, or
AtABCG40 led to a faster germination compared to the wild type
[68].
Besides the ABC transporters mentioned above, in Arabidopsis, AtDTX50, a MATE transporter, was also identified as an ABA transporter that regulates seed dormancy
[26][69]. AtDTX50 was found to be localized at the plasma membrane
[26]. Using ectopic expressions of
AtDTX50 in
Escherichia coli cells and
Xenopus oocytes, the ABA transportation activity of AtDTX50 was validated
[26]. The Arabidopsis
dtx50 mutant exhibited a slower germination rate when compared to the wild type upon the ABA treatment. This ABA-sensitive phenotype of the
Atdtx50 mutant implies that this MATE transporter also plays a role in seed dormancy regulation
[26].
2.3. Bitterness and Psychostimulant
2.3.1. Alkaloids
As reviewed previously, the taste of crops has been a character selected by breeders
[46][47]. Domesticated crops tend to have reduced levels of alkaloids due to the bitter taste of alkaloids and the absence of selection pressure exerted by biotic stresses during domestication
[46][47].
In Arabidopsis, AtDTX1 (
Arabidopsis thaliana Detoxification 1) was identified to be a MATE-type transporter that mediates the transport of berberine, which confers a bitter taste
[8][70]. The expression of
AtDTX1 in
E. coli mediated the efflux of berberine out of the bacterial cells
[8]. A subcellular localization study demonstrated that AtDTX1 is localized in the plasma membrane
[8]. Such exporter activity and plasma membrane localization of AtDTX1 are in line with a previous finding that alkaloids are transported between plant organs
[71]. In
Coptis japonica, which is a medicinal plant, the role of CjMATE1 in mediating berberine accumulation in vacuole was suggested
[72]. CjMATE1 was found to localized at the tonoplast and preferably expressed in rhizomes, where berberine is accumulated
[72]. Using yeast as a model, the berberine transport activity of CjMATE1 was shown
[72]. Although berberine confers a bitter taste, which is an undesirable trait in most edible crops, it is of important pharmaceutical value in medicinal plants
[73].
2.3.2. Cyanogenic Glucosides
Cyanogenic glucosides are plant metabolites that are related to defense mechanisms
[74]. An example is domesticated sorghum (
Sorghum bicolor), which produces high levels of cyanogenic glucosides when compared to its wild ancestors
[34].
Sorghum bicolor contains a high level of cyanogenic compounds, which are bitter, and thus has been cultivated for forage crop and animal feed because of the bitter taste
[34][75]. Young seedlings of domesticated
Sorghum bicolor harbor high concentrations of cyanogenic glucosides, when compared to its wild relatives, including
Sorghum brachypodum Lazarides,
Sorghum bulbosum Lazarides,
Sorghum ecarinatum Lazarides,
Sorghum intrans F. Muell ex. Benth,
Sorghum macrospermum E.D. Garber, and
Sorghum matarankense E.D. Garber & L.A. Snyder
[34]. Cyanogenic glucosides are derived from amino acids, such as L-valine, L-isoleucine, L-leucine, L-phenylalanine, and L-tyrosine, and synthesized by membrane-bound cytochrome P450s and UDP-glucosyl-transferase
[74]. The synthesized cyanogenic glucosides would then be hydrolyzed by β-glucosidase into cyanohydrin, which is unstable, and would further dissociate to form hydrogen cyanide and ketone via a process known as cyanogenesis
[74]. Cyanogenic glucosides are toxic to herbivores. During ingestion and chewing, cyanogenic glucosides confer a bitter taste with the release of toxic hydrogen cyanide, which leads to tissue disruption
[74]. Young seedlings of sorghum plants are highly toxic
[76]. Therefore, sorghum plants are usually grazed when the plants have reached the five-leaf stage where the toxicity is reduced
[76]. Although toxic to herbivores, cyanogenic glucosides are beneficial to plants. They scavenge hydrogen peroxide, which is a reactive oxygen species, by the Radziszweski process to alleviate the oxidative stress caused by biotic and abiotic stresses
[77]. In addition, cyanogenic glucosides, which are derived from amino acids, also serve as a primary means of nitrogen storage and transport, and as a nitrogen reservoir under adverse conditions
[78]. During their domestication as a forage crop and animal feed, sorghum plants have been mainly grown under sub-optimal conditions such as in the dry tropics under high temperatures, in regions such as Africa and Australia
[75]. Such adverse growth conditions probably drove the selection for high cyanogenic glucoside levels in domesticated sorghum. It was reported that the biosynthetic genes of cyanogenic glucosides are organized in a gene cluster to enhance the co-inheritance of alleles in the same biosynthetic pathway
[79].
SbMATE2 was one of the genes found within the gene cluster encoding cyanogenic glucoside biosynthetic enzymes in the
Sorghum bicolor genome
[79]. It was found to be co-expressed with other cyanogenic glucoside biosynthetic genes
[79]. A subcellular localization study demonstrated that SbMATE2 transporters localize at the vacuolar membrane
[79]. The ability of SbMATE2 to transport cyanogenic glucosides, such as dhurrin and other hydroxynitrile glucosides, was demonstrated in the
Xenopus laevis oocyte model
[79]. The SbMATE2-mediated influx of cyanogenic glucosides into the vacuole was enhanced by a lower pH in the medium
[79]. As MATE transporters utilize the proton gradient as a driving force, it was hypothesized that the direction of transport of cyanogenic glucosides by SbMATE2 is from the cytoplasm, where cyanogenic glucosides are synthesized, to the acidic vacuole
[79]. Such storage of cyanogenic glucosides has been suggested as a strategy to reduce self-toxicity to the plant
[79].
2.3.3. Nicotine
Besides food crops, tobacco (
Nicotiana sp.), which is usually consumed as a psychostimulant, is also a popular plant known to have been domesticated. Unlike the general effort to reduce the levels of alkaloids in other food plants, human selection actually drives the increase in nicotine levels in tobacco. The use of tobacco by humans was estimated to have begun 12,300 years ago
[80]. It was suggested that hunter-gatherers in western North America first cultivated wild tobacco
[33]. Compared to wild tobacco plants, domesticated tobacco plants usually have larger leaves and higher levels of nicotine
[33]. In
Nicotiana tabacum, NtJAT1 (
Nicotiana tabacum jasmonate-inducible alkaloid transporter 1), which is expressed in the leaf, stem, and root, mediates the efflux of nicotine out of the vacuole
[29]. NtJAT2, which is also expressed in the leaf, was shown to have a similar nicotine export function to NtJAT1 when ectopically expressed in yeast
[81]. Furthermore, NtMATE1 and NtMATE2 were reported to be localized in the tonoplast for the sequestration of nicotine from the vacuoles of root cells
[82]. Nicotine is synthesized in the root and transported to the leaf
[29]. Although the nicotine level in leaves could be enhanced by overexpressing transcription factors such as
NtMYC2a and
NtMYC2b, most nicotine synthetic genes, including NtPMT (
Nicotiana tabacum putrescine N-methyltransferase), NtQPT (
Nicotiana tabacum quinolinic acid phosphoribosyltransferase), NtMPO (
Nicotiana tabacum N-methylputrescine oxidase), NtA622 (orphan oxidoreductase), NtBBL (
Nicotiana tabacum berberine bridge enzyme-like), NtADC (
Nicotiana tabacum arginine decarboxylase), and NtODC (
Nicotiana tabacum ornithine decarboxylase), in NtMYC2a overexpressors were down-regulated
[83]. Similar phenomena were reported in another study. The expression of NtMYC2a under constitutive promoters (GmUBI3 promoter/2XCaMV35S promoter) or a JA-inducible promoter (4XGAG) in tobacco plants led to the upregulation of nicotine level in the leaves
[84]. Methyl-JA treatment further increased the nicotine level in transgenic plants expressing NtMYC2a under either one of these promoters
[84]. It was also demonstrated that nicotine application at the root of tobacco seedlings repressed the expression levels of the nicotine synthetic genes regulated
[83]. NtMYC2a and NtMYC2b form nuclear complexes with NtJAZ1, which is a transcriptional repressor of JA inducible genes, for the down-regulation of nicotine biosynthesis-related genes
[85]. Considering that the whole profile of transcriptional regulatory targets of NtMYC2a and NtMYC2b are unclear, NtMYC2a- and NtMYC2b-mediated gene regulation involves JA signaling, which is associated with various physiological responses; the phenomenon that the nicotine level negatively regulates nicotine synthetic genes means MATE transporters that ultimately mediate the transport of nicotine in leaves may be the more direct candidates for altering the nicotine level.
3. MATE Transporters Are Possible Candidates for Molecular Breeding
Desirable traits in domesticated crops include light seed color for the ease of sowing and religious reasons
[30]. Moreover, domesticated vegetable and wild vegetable tend to have contrasting color, with the fruits of domesticated vegetables usually being lighter in color
[31][57][58]. In addition, domesticated crops have a better balance of dormancy and germination efficiency compared to wild crops to favor cultivation
[32][63]. Domesticated crops may have less alkaloid level compared to wild crops due to the absence of biotic stresses as selective pressures
[46][47]. To produce psychostimulants, domesticated tobacco has higher nicotine levels than wild tobacco
[33]. To achieve the various favorable traits, the transports of substrates including pigmented metabolites, phytohormone, and alkaloids are involved.
4. Conclusions
MATE transporters are ancient proteins conserved among most species, from prokaryotes to eukaryotes. A special feature of MATEs is that they form a large gene family with many paralogous genes and/or large copy numbers in the same species. Such gene family member expansions were due to genome duplication events. The need to transport different substrates under different situations requires many homologous transporters and therefore results in a large gene family. MATEs mediate the transport of a wide variety of compounds, including those that give colors to various organs/tissues, flavor compounds, and phytohormones. As discussed above, many of these compounds had undergone selection during domestication. Although MATEs have seldom been discussed for their role in crop domestication, the involvement of MATEs in regulating domestication-related traits and the possibility of MATEs being candidates for molecular breeding should not be overlooked.