RBCS1 expression in coffee: Coffea orthologs, Coffea arabica homeologs, and expression variability between genotypes and under drought stress
© Marraccini et al; licensee BioMed Central Ltd. 2011
Received: 24 January 2011
Accepted: 16 May 2011
Published: 16 May 2011
In higher plants, the inhibition of photosynthetic capacity under drought is attributable to stomatal and non-stomatal (i.e., photochemical and biochemical) effects. In particular, a disruption of photosynthetic metabolism and Rubisco regulation can be observed. Several studies reported reduced expression of the RBCS genes, which encode the Rubisco small subunit, under water stress.
Expression of the RBCS1 gene was analysed in the allopolyploid context of C. arabica, which originates from a natural cross between the C. canephora and C. eugenioides species. Our study revealed the existence of two homeologous RBCS1 genes in C. arabica: one carried by the C. canephora sub-genome (called CaCc) and the other carried by the C. eugenioides sub-genome (called CaCe). Using specific primer pairs for each homeolog, expression studies revealed that CaCe was expressed in C. eugenioides and C. arabica but was undetectable in C. canephora. On the other hand, CaCc was expressed in C. canephora but almost completely silenced in non-introgressed ("pure") genotypes of C. arabica. However, enhanced CaCc expression was observed in most C. arabica cultivars with introgressed C. canephora genome. In addition, total RBCS1 expression was higher for C. arabica cultivars that had recently introgressed C. canephora genome than for "pure" cultivars. For both species, water stress led to an important decrease in the abundance of RBCS1 transcripts. This was observed for plants grown in either greenhouse or field conditions under severe or moderate drought. However, this reduction of RBCS1 gene expression was not accompanied by a decrease in the corresponding protein in the leaves of C. canephora subjected to water withdrawal. In that case, the amount of RBCS1 was even higher under drought than under unstressed (irrigated) conditions, which suggests great stability of RBCS1 under adverse water conditions. On the other hand, for C. arabica, high nocturnal expression of RBCS1 could also explain the accumulation of the RBCS1 protein under water stress. Altogether, the results presented here suggest that the content of RBCS was not responsible for the loss of photosynthetic capacity that is commonly observed in water-stressed coffee plants.
We showed that the CaCe homeolog was expressed in C. eugenioides and non-introgressed ("pure") genotypes of C. arabica but that it was undetectable in C. canephora. On the other hand, the CaCc homeolog was expressed in C. canephora but highly repressed in C. arabica. Expression of the CaCc homeolog was enhanced in C. arabica cultivars that experienced recent introgression with C. canephora. For both C. canephora and C. arabica species, total RBCS1 gene expression was highly reduced with WS. Unexpectedly, the accumulation of RBCS1 protein was observed in the leaves of C. canephora under WS, possibly coming from nocturnal RBCS1 expression. These results suggest that the increase in the amount of RBCS1 protein could contribute to the antioxidative function of photorespiration in water-stressed coffee plants.
With a world production of 134 million bags of beans in 2010 http://www.ico.org, coffee is the most important agricultural commodity worldwide and a source of income for many developing tropical countries . In the genus Coffea, two species are responsible for almost all coffee bean production: Coffea canephora and Coffea arabica, which contribute approximately 30 and 70% of worldwide production, respectively . C. canephora is a diploid (2n = 2x = 22) and allogamous Coffea species. On the other hand, C. arabica is an amphidiploid (allotetraploid, 2n = 4x = 44), which comes from a natural hybridisation estimated to have taken place more than 100,000 years ago between the ancestors of present-day C. canephora and C. eugenioides . In this context, the transcriptome of C. arabica is a mixture of homeologous genes expressed from these two sub-genomes . Aside from the pure "Arabica" varieties, C. arabica cultivars recently introgressed with C. canephora genome have been selected in order to take advantage of available C. canephora's disease-resistant genes. Natural and recent interspecific (C. arabica x C. canephora) Timor Hybrids as well as controlled interspecific crosses provided the progenitors for these introgressed C. arabica varieties .
Coffee production is subjected to regular oscillations explained mainly by the natural biennial cycle but also by the adverse effects of climatic conditions. Among them, drought and high temperature are key factors affecting coffee plant development and production [6, 7]. If severe drought periods can lead to plant death, moderate drought periods are also very damaging to coffee growers by affecting flowering, bean development and, consequently, coffee production. In addition, large variations in rainfall and temperature also increase bean defects, modify bean biochemical composition and the final quality of the beverage [8–11]. As a result of global climate change, periods of drought may become more pronounced, and the sustainability of total production, productivity and coffee quality may become more difficult to maintain .
The primary effects of water stress (WS) on physiological and biochemical processes in plants have been extensively discussed [13–16]. They are attributable to various processes, including diffusional (stomatal and mesophyllian resistances to the diffusion of CO2), photochemical (regulation of light harvest and electron transport) and/or biochemical processes (e.g., regulation of ribulose-1,5-bisphosphate carboxylase/oxygenase content or activity and regulation of the Calvin cycle through exports of assimilates). Stomatal closure is one of the earliest responses to short-term soil drying, therefore limiting water loss and net carbon assimilation (A) by photosynthesis. The decrease of photosynthesis under WS can come from CO2 limitation mediated by stomatal closure or by a direct effect on the photosynthetic capacity of chloroplasts. Independently of the nature of this reduction, the intensity of the intercepted irradiance can greatly exceed the irradiance necessary to saturate photosynthesis. As CO2 assimilation precedes inactivation of electron transfer reactions, an excess of reducing power is frequently generated in water-stressed plants . Thus, this excess can be used to reduce the molecular oxygen leading to the formation of reactive oxygen species (ROS) and causing photooxidative damage . Under prolonged drought stress, reduced growth, reduced leaf area and altered assimilate partitioning among tree organs seems to be responsible for decreased crop yield . In C3 plants, the key photosynthetic enzyme is the Rubisco (ribulose-1,5-bisphosphate carboxylase/oxygenase, EC 184.108.40.206), which is responsible for CO2 fixation and photorespiration . This enzyme is localised in the chloroplast stroma and accounts for approximately 30-60% of the total soluble protein in plants. Rubisco also constitutes a large pool of stored leaf nitrogen that can be quickly remobilised under stress and senescence [21, 22]. In higher plants, the Rubisco holoenzyme is composed of large (RBCL) and small (RBCS) subunits encoded respectively by the unique chloroplastic RBCL gene and the small RBCS multigene family located in the nucleus . In fact, potential Rubisco activity is determined by the amount of Rubisco protein, which in turn is determined by the relative rate of biosynthesis and degradation. These processes are regulated by gene expression, mRNA stability, polypeptide synthesis, post-translational modification, assembly of subunits into an active holoenzyme, and various factors that impact upon protein degradation [24–26].
Numerous studies have shown that RBCS transcripts accumulate differentially in response to light intensity or tissue development [for a review, see ]. This raises the possibility that RBCS subunits may regulate the structure or function of Rubisco . At the molecular level, drought stress suppresses the expression of many photosynthetic genes including the RBCS genes [29–33]. In contrast, transcripts encoding enzymes of the pentose phosphate and glycolytic pathway (e.g., glucose-6-phosphate dehydrogenase and pyruvate kinase) were induced during drought, suggesting that these pathways are used for the production of reducing power in the absence of photosynthesis during stress . Even if Rubisco inactivation contributes to the non-stomatal limitation of photosynthesis under drought stress [35, 36], data demonstrated a Rubisco reduction in stressed plants [37–39]. This is in agreement with the observation that part of the biochemical limitation of the photosynthetic rate (A) during drought comes from Rubisco regeneration rather than from a decrease in Rubisco activity . In that sense, the WS-induced decrease in Rubisco content may characterise a general stimulation of senescence and/or the specific degradation of this protein by oxidative processes . However, other work has reported that the amount of Rubisco protein is poorly affected by moderate and even prolonged severe drought . The mechanism by which Rubisco may be down-regulated due to tight binding inhibitors could be pivotal for the tolerance and recovery from stress . Rubisco binding proteins that are able to stabilise Rubisco could also be related to drought tolerance [41, 43], but their roles in the structure, function and regulation of RBCS subunits are poorly understood [28, 44].
During the last decade, coffee breeding programs identified clones of C. canephora var. Conilon that presented differential responses to WS . Physiological characteristics of these clones revealed differences in root depth, stomatal control of water use and long-term water use efficiencies (WUE), which were estimated through carbon isotope discrimination [for a review, see ]. Even if some coffee cultivars perform osmotic adjustment under water deficit stress , little is known about the mechanisms of drought stress tolerance in coffee trees . When studying container-grown C. arabica L. plants for 120 days under three soil moisture regimes, Meinzer et al.  observed that the total leaf area of plants irrigated twice a week was one-half that of plants irrigated twice a day although their assimilation rates on a unit-leaf-area basis were nearly equal throughout the experiment. This suggests that the maintenance of nearly constant photosynthetic characteristics on a unit-leaf-area basis through the maintenance of a smaller total leaf area may constitute a major mode of adjustment to reduced soil moisture availability in coffee. Similar results were also reported for field-grown C. canephora .
The periodicity of coffee vegetative growth is also heavily dependent on several environmental factors, such as temperature, photoperiod, irradiance and water supply. Seasonal changes in vegetative growth and photosynthesis were previously reported for field-grown plants of C. arabica L. cv. Catuaí Vermelho . In that case, the reduced growth period during the winter season was characterised by a decline in air temperature leading to a decrease in the net carbon assimilation rate (A) and leaf starch accumulation. This decrease in photosynthesis during the winter season is not likely to be due to stomatal limitation because gs (stomatal conductance) remains relatively high at the same time. Kanechi et al.  showed that low rates of photosynthesis were accompanied by a decreased content of Rubisco in coffee leaves exposed to prolonged WS. In another study, Kanechi et al.  also demonstrated that leaf photosynthesis in coffee plants exposed to rapid dehydration decreased as a consequence of non-stomatal limitation that was associated with the inhibition of Rubisco activity.
Regarding the importance of photosynthesis in controlling plant development and the lack of information concerning expression of genes coding for Rubisco subunits in coffee, here, we decided to first focus on the expression of RBCS1 genes encoding the small subunit of Rubisco. Using the recent advances in coffee genomics [52–57] and the CaRBCS1 cDNA available from C. arabica , our study aims to (i) identify the different coffee RBCS1 gene homeologs corresponding to the C. canephora and C. eugenioides ancestor sub-genomes of the amphidiploid C. arabica species, (ii) evaluate the expression of these alleles in different coffee genotypes and species with an emphasis on C. arabica cultivars with and without recent introgression from C. canephora and (iii) study the effects of different (moderate and severe) WS on RBCS1 expression in juvenile and adult C. canephora and C. arabica plants. Finally, RBCS1 expression was also studied at different times of the day and discussed in relation to the RBCS1 protein profiles observed under WS.
Identification of coffee cDNA sequences coding for RBCS1 (ribulose-1,5-bisphosphate carboxylase/oxygenase small subunit)
Within the RBCS1 protein-coding sequence, five bases differed between SGN-U607188 and SGN-U607190, but only three diverged between the sequences of C. arabica. The main difference between all of these sequences was found in their 3' untranslated (UTR) region by the presence of a 12-bp sequence (GTCCTCTTCCCC) localised 31 bp after the stop codon of the unigenes SGN-U607190 and SGN-U617577 of C. canephora, which was not observed in the CaRBCS1 gene and cDNA sequences. In addition, the C. arabica unigene SGN-U607190 was more related to the C. canephora unigene SGN-U617577 than to the previously-cloned CaRBCS1 cDNA.
RBCS1 cDNAs were sequenced from the Rubi (Mundo Novo x Catuaí) cultivar of C. arabica that did not recently introgress with C. canephora genomic DNA and clone 14 of C. canephora var. Conilon using primer pair 18244, which was designed to conserved RBCS1 cDNA regions of the two species. For the Rubi cultivar, the cDNA was strictly identical to the RBCS1 coding region of the CaRBCS1 gene [GenBank:AJ419827] and without detection of any single nucleotide polymorphisms (data not shown). On the other hand, the RBCS1 cDNA from C. canephora was strictly identical to the unigene SGN-U617577 (Figure 1). Altogether, these results confirmed those retrieved from the EST analysis, which demonstrated the existence of two homeologous genes of RBCS1 in C. arabica, one from the C. canephora sub-genome and another from the C. eugenioides sub-genome.
Cloning of the CcRBCS1gene
The characteristics of the RBCS1 proteins
RBCS1 gene expression in different genotypes and species of Coffea
List of primers used for gene cloning and quantitative PCR experiments
5' AAGACAGCTTCAACAGAGTACAGCAT 3'
5' GGCAGGACCTTGGCTGACTATA 3'
5' TTGAAGGGCGGTGCAAA 3'
5' AACATGGGTGCATCCTTGCT 3'
5' CCGTCCTCTTCCCCTCAAAT 3'
5' CCTGAAAGTACAGCCCCAGTTC 3'
5' TTGGCCCCGGCCCCTCAAATT 3'
5' CAGCTAAAAGTACAGCCCCAGTTC 3'
5' CTAGCATGGTTGCACCCTTCA 3'
5' AGTAATGTCGACGGACTTCTTGGA 3'
5' GAGAATGGCATCCTCAATGATCTC 3'
5' CAGCCCCAGTTCTCAATTTTATTG 3'
The expression of RBCS1 isoforms in leaves of different coffee genotypes.
C. arabica ("pure")
Mundo Novo x Catuaí
Mundo Novo x Caturra
C. arabica ("introgressed")
C. canephora x Bourbon
Villa Sarchi x HT832/2 (Sarchimor)
Villa Sarchi x HT832/2 (Sarchimor)
[Villa Sarchi x HT832/2] x Catuaí
Icatú x Catuaí
Icatú x Catuaí
Sarchimor x Mundo Novo
RBCS1 gene expression in leaves of C. canephorasubjected to water stress
RBCS1 gene expression in leaves of young plants of C. arabicasubjected to water stress
Predawn leaf water potentials (Ψpd) measured in field tests of C. arabica.
-0.23 ± 0.09
-0.38 ± 0.10
-0.21 ± 0.05
-0.80 ± 0.12
-0.19 ± 0.02
-0.22 ± 0.07
-0.19 ± 0.06
-1.88 ± 0.26
-0.06 ± 0.02
-0.12 ± 0.00
-0.07 ± 0.02
-0.59 ± 0.03
-0.06 ± 0.02
-0.11 ± 0.00
-0.13 ± 0.04
-1.20 ± 0.16
-0.41 ± 0.03
-0.37 ± 0.05
-0.14 ± 0.03
-0.66 ± 0.03
-1.35 ± 0.09
-0.15 ± 0.03
-0.28 ± 0.05
-0.20 ± 0.04
-0.17 ± 0.04
-0.45 ± 0.04
-1.96 ± 0.13
-0.18 ± 0.03
Daytime expression levels of RBCS1 genes in the leaves of young plants of C. arabica.
S - Y
expression was also studied in the young plants of the Icatú, Rubi, Obatã and I59 cultivars subjected (NI) or not subjected (I) to the severe WS that occurred during the dry season of 2010, as shown in the Table 3. In the irrigated condition, the I59 cultivar showed highest values of total RBCS1 expression, while RBCS1 expression in the Rubi, Icatú and Obatã cultivars was lower and more similar (Table 4). Under NI condition, RQRBCS1-Tdecreased for all cultivars, highly (-90%) for Rubi and to a lower extent (-70%) for Icatú and Obatã. Finally, the I59 cultivar was the genotype with the lowest decrease in RBCS1N gene expression; the value of RQ RBCS1-T during the NI treatment was 65% of that observed under irrigation.
RBCS1 gene expression in leaves of adult C. arabicaplants subjected to water stress: the effects of time of day
The effects of harvest hour on RBCS1 leaf expression were also studied using adult (eight-year old) plants of the Rubi and I59 cultivars grown in the field under continuous irrigation condition (I) or subjected to 90 days of WS during the dry season of 2008 (NI). The points of analysis were before (U1, unstressed), during (WS, water stress) and after (U2, unstressed) the dry season. As in young plants, the Ψpd values measured for the non-irrigated (NI) treatment during the WS period were less negative for I59 than for Rubi (Table 3). On the other hand, the Ψpd values ranged from -0.14 to -0.41 MPa for the irrigated (I) treatment, demonstrating the absence of WS.
The expression levels of CaCc and CaCe isoforms in leaves of eight-year-old C. arabica.
Cc / Ce
RBCS1 expression was also analysed when measuring Ψpd in leaves harvested at night (Table 5). As observed for daytime, total RBCS1 expression was higher in I59 than in Rubi. For the I59 cultivar, it is worth noting that total nocturnal RBCS1 expression during WS was higher than expression measured at daytime in the same plants. For Rubi, values of night-time RBCS1 expression were quite similar to those determined at daytime.
Accumulation of RBCS protein in leaves of C. canephorasubjected to water stress
Mass spectrometry analysis of the RBCS1 spot 2 isoform.
Discussion and conclusions
The mechanisms regulating Rubisco activity and its abundance during water stress (WS) are not well characterised. Some works have reported that the loss of Rubisco activity constitutes an early response to WS . In contrast, there is also evidence that more severe stress or stress applied for a longer period also decreases the amount of Rubisco . Numerous studies have investigated the expression of the RBCS genes in response to light or in different tissue types and have shown that transcripts from individual genes accumulate differently [for a review, see ]. In higher plants, the RBCS genes are very similar to each other, which results in only a few amino acid differences in the RBCS proteins. Considering that RBCS complements the structure of RBCL and that evolution is likely to have resulted in specialisation of the different RBCS proteins, it is possible that different RBCS genes may have different impacts on Rubisco activity and regulation . In this context, the main aims of this work were to identify the alleles of coffee RBCS1 gene, to determine the expression of these genes in different species with an emphasis on the polyploid species C. arabica and to study the effects of WS on RBCS1 expression in different genotypes and environmental conditions.
The existence of homeologous coffee RBCS1 genes was revealed through a search of public databases of coffee ESTs homologous to the CaRBCS1 cDNA sequence previously cloned from C. arabica . Here, we report the cloning and sequencing of the RBCS1 cDNA and its corresponding gene from C. canephora (RBCS1-Cc). Nucleic acid alignments demonstrated that the RBCS1-Cc cDNA matched with RBCS1 ESTs expressed in both the C. canephora and C. arabica cDNA libraries [55, 56]. In the latter species, RBCS1 ESTs identical to the previously-cloned CaRBCS1 cDNA and gene sequences also corresponded to a RBCS1 read in C. eugenioides. RBCS1 sequence alignments also revealed the existence of some nucleic differences that could correspond to sequencing errors or real SNPs that characterise the different alleles of RBCS1. Access to coffee whole genome sequences could help to resolve these points . It is also worth noting that all the RBCS genomic sequences amplified from the 12 different genotypes of C. arabica (L.S. Ramirez, unpublished results) were identical to CaRBCS1 rather than RBCS1-Cc. This should be explained by the fact that these genes were probably amplified by specific primers that recognise the CaRBCS1 allele carried by the C. eugenioides sub-genome. Altogether, these results clearly showed that two homeologous RBCS1 genes were expressed in C. arabica, one from the CcRBCS1 gene (also called CaCc), which was carried by the C. canephora sub-genome of C. arabica, and the other from the CaRBCS1 gene (also called CaCe), which was carried by the C. eugenioides sub-genome of C. arabica. Thus, our results once again confirmed that the ancient C. canephora and C. eugenioides genomes constitute the two different sub-genomes of C. arabica [3, 4]. Comparison of the RBCS1-Cc and RBCS1-Ce (corresponding to CaRBCS1) gene sequences also revealed interspecific sequence polymorphisms characterised by several indels mainly in the introns and in the 3' UTR region. Intraspecific sequence polymorphisms were also observed in C. canephora, and they permitted the recent mapping of the CcRBCS1 gene to the G linkage group of the C. canephora genetic map .
The expression variability of RBCS1 alleles was further tested in different coffee species and genotypes of C. arabica using specific primer pairs designed to the 3' UTR region of the RBCS1 cDNAs. Our results clearly demonstrated high CaCc (with negligible expression of CaCe) expression in C. canephora and high CaCe (with negligible expression of CaCc) expression in C. eugenioides. After this validation, expression of the homeologous RBCS1 genes was analysed in the different genotypes of C. arabica. These highlighted the predominant expression of the homeologous CaCe over the CaCc genes in the leaves of non-introgressed ("pure") C. arabica cultivars such as Typica, Bourbon and Catuaí; the former two cultivars correspond to the base populations that generated the latter cultivar [65, 66]. In a previous study, Petitot et al.  also reported that the CaWRKY1a and CaWRKY1b genes of C. arabica, which encode for transcription factors of the WRKY family, originated from the two parental sub-genomes of this coffee species. In that case, CaWRKY1a and CaWRKY1b were concomitantly expressed, and both homeologous genes contributed to the transcriptional expression of coffee defence responses to pathogens. The result presented here are quite different, because they clearly highlighted the predominant expression of the CaCe over the CaCc homeologous gene for the non-introgressed genotypes of C. arabica and suggested that specific suppression of CaCc expression occurred during the evolutionary processes that led to the creation of the C. arabica species. This observation is in agreement with the recent results of Vidal et al. , who reported that within C. arabica, the C. eugenioides sub-genome may express genes coding for proteins that assume basal biological processes (as is the case for photosynthesis), while the C. canephora sub-genome contributes to adjust Arabica gene expression by expressing genes coding for regulatory proteins.
Another noteworthy result concerned the differential expression of the RBCS1 homeolog genes in Timor hybrids HT832/1 and HT832/2 as well as in the Icatú- or HT832/2-derived (introgressed) varieties. The qPCR experiments presented here clearly showed that the CaCe and CaCc homeologs were co-expressed with the same order of magnitude in HT832/2, while CaCc expression was undetectable in HT832/1. Most of the HT832/2-derived cultivars showed preferential expression of CaCc over the CaCe homeolog. However, Icatú-derived IPR102 and IPR106, as well as HT832/2-derived IPR107, presented the inverse situation of low expression of CaCc. The simplest hypothesis would be the existence of one or several genetic factors activating the expression of sub-genome CaCc genes in the C. canephora (Cc) species when introgressed with C. arabica. The RBCS1-Cc gene itself might be this genetic factor, but it might also be one or several other introgressed genes involving epistatic regulation. Epistasis is now proven to have a crucial role in gene regulation  and even in the heterosis phenomena . Under this hypothesis, pure C. arabica does not express RBCS1-Cc in the absence of the Cc genetic factor. Introgressed C. arabica does or does not include the Cc genetic factor depending on the actual Cc genome introgressed. During selection from introgressed material, the percentage of the Cc genome tends to decrease because i) backcrosses are often directed toward a pure C. arabica parent and ii) phenotypic selection is directed towards C. arabica characteristics. Indeed, only disease-resistant genes from C. canephora are desired, while other genes that are part of the genetic drag lead to a decrease in cup quality [70, 71]. The recently introgressed C. canephora genome has been estimated to represent 8 to 27 percent of the whole genome of introgressed varieties of C. arabica . However, Bertrand et al  showed that differences in the cup quality of various introgressed varieties was not explained by the quantity of the introgressed C. canephora genome, thus suggesting that the types of introgressed genes are more important than the quantity of introgressed genome. In our study, it could be hypothesised that the Cc genetic factor is absent in HT832/1 and present in HT832/2 accessions of Timor hybrids. HT832/2-derived introgressed lines express RBCS1-Cc if the Cc factor has been maintained in the selection process. This would be the case for all HT832/2-derived varieties except in IPR107, which might have lost the Cc genetic factor during selection. Under this hypothesis, both Icatú-derived genotypes IPR102 and IPR106 would have lost the Cc genetic factor. No HT832/1-derived varieties were part of our study. However, such varieties should not express RBCS1-Cc, as the Cc factor would be absent in HT832/1. Checking the expression of RBCS1-Cc in HT832/1-derived varieties would thus reinforce or discard the hypothesis of a Cc genetic factor that epistatically regulates the expression of this gene. However, RBCS1 represents a potentially useful model to explore the differential expression of both the CaCc and CaCe sub-genome of C. arabica. Such experiments would advance our understanding of how epistasis regulates the gene expression of different sub-genomes in an amphidiploid species. Differential gene expression from both whole sub-genomes of C. arabica has been recently studied through a coffee-specific microarray . This work allowed a more specific study that showed a preferential general expression of CaCc and CaCe genes at higher and lower temperatures, respectively . Well-designed RBCS1 expression studies might provide a powerful single gene model for drought resistance and epistatic regulation in an amphidiploid and may contribute to a better understanding of epigenetic regulation in plant polyploids and its relationship to polyploidy advantages . Recent genomic resources from C. canephora, including a dense genetic map , will help precise tracking of the introgressed C. canephora genome and possibly aid in understanding the functioning of the Cc genetic factor responsible for CaCc expression in introgressed varieties.
Another aim of this work was to study the effects of WS on RBCS expression in different coffee species. In higher plants, several works reported the rapid decrease in abundance of RBCS transcripts with WS and, consequentially, a reduction in RBCS protein accumulation in leaves [30–34, 75]. In our conditions, it is worth noting that the decreases of Ψpd were much slower for field-grown plants of C. arabica than those for C. canephora grown in a greenhouse. In addition, and except in 2010, the Ψpd values observed for C. arabica during the period of maximum WS, were much less negative than those of C. canephora. This clearly demonstrated that the WS conditions were not equivalent between the two studies and that the stress suffered by the clones of C. canephora was more severe than the stress applied to the Rubi and I59 cultivars of C. arabica. For the latter and in young and adult plants, Ψpd values under WS always appeared less negative for I59 than Rubi indicating better access to soil water for the former than the latter . Regarding RBCS1 gene expression, the results presented here clearly showed a drastic decrease in total RBCS1 transcripts with severe WS for C. canephora. Irrespective of the clone analysed, total RBCS1 (CaCc) gene expression was reduced by 75% in WS-plants with a leaf predawn water potential (Ψpd) of -3.0 MPa. Independently of plant age, a drought-induced decrease of total (daytime) RBCS1 transcripts was also observed for the two field-grown cultivars (Rubi and I59) of C. arabica subjected to WS. For I59, WS reduced the daytime expression of both the CaCc and CaCe homeologous genes, whereas only CaCc expression declined at night. Q-PCR experiments showed higher RBCS1 gene expression in I59 but also showed a lower extent of gene expression for the Icatú and Obatã cultivars than for the Rubi cultivar. For the latter, total RBCS1 gene expression was lower at night time than at daytime suggesting reduced transcription or an increase in transcript turnover under nocturnal conditions. However, the opposite seems to occur for the I59 cultivar, which shows a nocturnal increase in total RBCS1 gene expression, mainly mediated by enhanced CaCc expression. Together with the Ψpd measurements, these results demonstrate the different behaviours of C. arabica cultivars during drought stress and suggest that those introgressed with a C. canephora genome could better tolerate WS conditions than cultivars of "pure" C. arabica.
It is well known that expression of the RBCS genes is positively regulated by light [for a review, see ]. In addition, several works also reported that increased sugar (e.g., glucose and fructose) levels can trigger repression of photosynthetic gene transcription including RBCS . However, diurnal RBCS expression and light/dark oscillation of RBCS mRNA in an inverse timeframe to the normal daytime accumulation and night mobilisation of leaf carbohydrates previously reported [78–81]. Praxedes et al.  showed increased concentration of sucrose and hexoses, probably coming from enhanced starch degradation, in WS leaves of clone 120 of C. canephora that could also be explained by the daytime decrease of RBCS1 transcripts reported here.
In order to see if this reduction in RBCS1 gene expression also affected the amount of the corresponding protein, 2-DE experiments were performed to study RBCS1 proteins in the leaves of clones 14 (drought-tolerant) and 22 (drought-susceptible) of C. canephora var. Conilon grown with (I) or without (NI) WS. For both clones, drought stress increased the amount of the main RBCS1 isoform corresponding to spot 3 and also led to the accumulation of at least three other RBCS isoforms of identical molecular weight but different pIs. Comparison of the tryptic mass profile by peptide mass fingerprinting revealed the absence of some peptides in the different RBSC1 isoforms, such as for spots 3 and 4, that did not contain peptide 4. In addition, other ions that could correspond to this peptide were not found. It is possible that peptide 4 was not detected due to posttranslational modifications that modify its mass. Another possibility is that spots 3 and 4 really corresponded to RBCS alleles that differed from RBCS1 proteins as in C. arabica, where differential expression of RBSC alleles under drought stress was observed (Ramos, personal communication). In the literature, few examples showed up-regulation of RBCS gene expression with drought stress accompanied by the Rubisco increase [83–85]. Altogether, the results presented here suggest a decoupling between RBCS1 gene expression and the accumulation of RBCS1 protein during WS.
Several hypotheses could be proposed to explain why the decline of photosynthetic CO2 fixation (A) with drought stress previously reported for clones 14 and 120 of C. canephora var. Conilon  is not accompanied by a decrease in amount of RBCS1 protein. The first hypothesis could involve the participation of Rubisco binding proteins (RBP) that stabilise, protect and activate the Rubisco holoenzyme under adverse environmental conditions . Proteins such as chaperones, Rubisco activase, Clp ATP-dependent calpain protease and detoxifying enzymes have been shown to play such roles that favour Rubisco accumulation and stabilisation by preventing its damage under drought stress [26, 41]. It is worth noting that WS increased expression of genes coding for small HSP proteins, as observed in the leaves of clones 14 and 22 of C. canephora . In addition, high activities of detoxifying enzymes (e.g., ascorbate peroxidase and superoxide dismutase) were also reported in the leaves of water-stressed clones 14 and 120 of C. canephora . The second possibility is that accumulation of RBCS1 protein could come from the expression of other RBCS alleles up-regulated during WS to compensate for the down-regulation of RBCS1. However, because the decrease of RBCS1 gene expression was confirmed by qPCR experiments using different primer sets, including one pair designed to the RBCS-coding sequence that should be extremely conserved within the coffee RBCS gene family, this hypothesis seems unlikely. A third possibility is that RBCS1 protein accumulated under WS came from the translation of RBCS1 mRNA transcribed overnight. This hypothesis cannot be completely ruled out because nocturnal RBCS1 expression was effectively observed in leaves of the I59 and Rubi cultivars of C. arabica. In that case, nocturnal accumulation of RBCS1 mRNAs could participate in maintaining the high daytime amount of RBCS1 protein even under a sharp reduction in RBCS1 gene expression. This should also favour a quick recovery of photosynthetic capacity under favourable environmental conditions and help coffee plants to cope with WS .
Water stress can directly affect photosynthesis by causing changes in plant metabolism or by limiting the amount of CO2 available for fixation . Although stomatal closure generally occurs when plants are exposed to drought, in some cases photosynthesis may be more controlled by the capacity to fix CO2 than by increased diffusive resistance . If Rubisco is not a limiting enzyme for carbon fixation under drought, the impaired activity of enzymes involved in the regeneration of Rubisco or in the Calvin cycle (e.g., sedoheptulose-1,7-bisphosphatase and transketolase) could be responsible for the drought-induced decrease in photosynthetic capacity . In addition to the carboxylase activity, Rubisco has also oxygenase activity. This process, called photorespiration, can protect the photosynthetic apparatus against photoinhibition by keeping the electron transport chain active, thus limiting electron accumulation and ROS formation. This could explain why photoinhibitory damages were not observed in water-stressed coffee plants [47, 60, 90]. In that case, Rubisco could confer acclimatisation to oxidative stress under water deficit. The true mechanism of Rubisco contribution to water and oxidative stress responses in coffee plants still remains obscure and highlights the necessity for additional detailed studies to precisely determine its contribution.
The work presented here is the first to (a) investigate the effects of drought stress on gene expression with coffee plants grown in the field, (b) compare these results with those obtained for coffee plants grown under WS intensities and (c) analyse the transcriptome response of the two main coffee species, while taking into account the complex regulation of homeolog genes in C. arabica and opening the way to further sharpen understanding of epistatic regulation of sub-genome expression in an amphidiploid species. These results constitute only one part of a broader project that aims to study the effects of drought stress on biomass, architecture, anatomy and eco-physiological parameters of Rubi and I59 cultivars [61, 91]. The integration of these data with ongoing studies of candidate genes should help us to understand the genetic determinants of drought tolerance in coffee, which constitutes an essential step in the improvement of coffee-breeding programs.
Different plant material was used in this study depending on the specific experiments. So-called Timor Hybrids were not first-generation crosses but rather originated from various backcrosses with C. arabica after an initial cross . The main three Timor Hybrids (HT832/1, HT832/2 and HT1343) were used in C. arabica breeding programs [5, 93]. In our study, all Timor Hybrid introgressed varieties were derived from HT832/2. Controlled crosses also led to the Icatú F1 cross between C. canephora and C. arabica . After backcrosses with C. arabica, Icatú-derived varieties were selected. In summary, we used the following material (Table 2):
two diploid species: C. canephora (Cc) and C. eugenioides (Ce)
four varieties of C. arabica amphidiploid species whose sub-genomes are related to present C. canephora (CaCc) and C. eugenioides (CaCe)
one controlled F1 cross between C. canephora and C. arabica: Icatú
two natural C. arabica introgressed hybrids: HT832/1 and HT832/2
various introgressed HT832/2- or Icatú-derived varieties
Evaluation of RBCS1 gene expression in different genotypes of C. arabica
The plants of the genotypes Tupi, Bourbon, Typica, Catuaí, HT832/1, HT832/2 and IPR (97 to 107 ) from C. arabica as well as plants of C. eugenioides and C. canephora (clone L21) were cultivated on the coffee collection of the IAPAR (Instituto Agronômico do Paraná, Londrina, Brazil 23°21'17"S - 51°10'00"W) experimental station without WS (Table 2).
The effects of water stress on RBCS1 gene expression in C. canephora
Drought stress experiments used C. canephora clones (drought-tolerant: 14, 74 and 120; drought-susceptible 22) of the Conilon variety previously identified by the Incaper (Instituto Capixaba de Pesquisa, Assistência Técnica e Extensão Rural, Espírito Santo, Brazil). Rooted stem cuttings were grown in greenhouse conditions (UFV- Universidade Federal de Viçosa, Minas Gerais, Brazil) in small (12 l) containers . When the plants were 6 months old, water deficit was imposed by withholding watering to reach a predawn leaf water potential (Ψpd) of around -3.0 MPa for WS condition (Figure 4).
The effects of water stress on RBCS1 gene expression in young C. arabica plants
Young (4-month-old) seedlings of the cultivars Rubi MG1192, Icatú, Obatã and IAPAR59 (I59) of C. arabica  were planted (0.7 m within plants and 3 m between rows) at the Cerrados Agricultural Research Center (Planaltina-Distrito Federal, Brazil 15°35'44"S - 47°43'52"W) of the Embrapa, in full sun conditions in December 2007 and cultivated with (I) or without (NI) irrigation . For the irrigated (I) condition, water was supplied by sprinklers (1.5 m height) organised in the field to perform uniform irrigation. Soil water content was controlled using PR2 profile probes (Delta-T Devices Ltd), and regular irrigations were performed to always maintain the water content above 0.27 cm3 H2O cm-1. The points of analysis corresponded to the rainy (U, unstressed) and dry (WS, water-stress) seasons (Table 3).
The effects of water stress on RBCS1 gene expression in adult C. arabica plants
Adult (8 year old) C. arabica cv. Rubi and I59 plants were grown at the Cerrados Center in full sun conditions under continuous irrigation (I) or irrigation suspension (NI) during the dry season in 2008. The points of analysis were before (U1, unstressed), during (WS, water-stress) and after (U2, unstressed) the irrigation suspension period (Table 3). Irrigation conditions were identical to those described for young plants.
Sample analysis and preparation
For both C. arabica and C. canephora, water stress levels were evaluated by measuring predawn leaf water potentials (Ψpd) with a Scholander-type pressure chamber (Table 5) using fully expanded leaves (8-15 cm long) from the third or fourth pair from the apex of plagiotropic branches localised in the third upper part of the plant canopy. Leaves were collected between 3:00 and 5:00 am (night-time). For C. arabica, quantitative PCR (qPCR) experiments used leaves harvested at night (at the time of Ψpd measurements) or between 10:00 and noon (daytime). For C. canephora, leaves were collected between 10:00 and noon for qPCR, Northern blot and 2-DE experiments. In that case, they were immediately frozen in liquid nitrogen and further conserved at -80°C before extraction.
Samples stored at -80°C were ground into a powder in liquid nitrogen, and total RNAs were extracted using the "Plant RNA Purification Reagent" (PRPR) method (Invitrogen). Around 50 mg of powder was added to 500 μl of PRPR buffer, mixed vigorously for 2 min at 25°C and then centrifuged (16000 × g, 2 min, 4°C). After the addition of 5 M NaCl (100 μl) and chloroform (300 μl) to the supernatant, the sample was centrifuge as previously described. One volume of isopropanol was further added to the supernatant. After incubation at 25°C for 30 min, nucleic acids were precipitated by centrifugation (16000 × g, 30 min, 4°C), and the pellet was dried and dissolved in 40 μl of RNAse-free water and stored at -20°C. RNA quantification was performed using a NanoDrop™ 1000 Spectrophotometer (Thermo Scientific, Waltham, MA, USA).
Northern blot experiments
Fifteen micrograms of total RNA were fractionated on a 1.2% (w/v) agarose gel containing 2.2 M formaldehyde in MOPS buffer. Equal amounts of RNA samples were loaded and controlled by the abundance of the 26S and 18S rRNA on gels stained with ethidium bromide. The CcRBCS1 [GenBank:GT649534] and CcUBQ10 [GenBank:GT650583] probes were amplified by conventional PCR using universal primers from the plasmid harboring the corresponding EST sequences, and labelled by random priming with α-32P-dCTP (GE Healthcare) as previously described . RNAs were transferred to Hybond N+ membranes followed by hybridisation at 65°C in modified Church and Gilbert buffer (7% SDS, 10 mM EDTA, 0.5 M sodium phosphate pH 7.2) and washed at 65°C in 2 × standard saline citrate (SSC; 1 × = 150 mM sodium chloride and 15 mM sodium citrate, pH 7.0), 0.1% SDS (2 × 15 min), with a final stringent wash in 0.1 × SSC, 0.1% SDS (2 × 15 min). Membranes were exposed with BAS-MS 2340 IP support, and the data was acquired using a Fluorescent Image Analyzer FLA-3000 (Fujifilm Life Science). When necessary, membranes were stripped and tested with a new probe.
Cloning of the CcRBCS1cDNA and gene sequences
The primer pair 18244 (RBCS1-DNA, Table 1), common to all cDNA of RBCS1 isoforms, was used to amplify RBCS1 cDNA sequences from the Rubi cultivar of C. arabica (pure C. arabica without introgression of C. canephora) and clone 14 of C. canephora var. Conilon, respectively. PCR was performed using a PTC-100 Thermocycler (MJ Research) with Taq Platinum DNA polymerase according to the supplier (Invitrogen) under the following conditions: initial denaturation at 94°C for 2 min followed by 40 cycles of 94°C for 30 s, Ta = 55°C for 30 s, and 72°C for 3 min, and a final extension step of 72°C for 7 min. The quality of the amplicons was verified by electrophoresis. PCR fragments were cleaned using the Wizard® SV Gel and PCR Clean-Up System (Promega) and double-strand sequenced without cloning using the primers used for the PCR and the BigDye Terminator Sequencing Kit v3.1 chemistry on an ABI 3130xl Genetic Analyzer (Applied Biosystems). For the cloning of the CcRBCS1 gene, fresh leaves from clone 14 of C. canephora were collected in the greenhouse, immediately frozen in liquid nitrogen and used to extract genomic DNA as described previously . The CcRBCS1 gene was amplified from genomic DNA (10 ng) using the primer pair 18244 (Table 1) and PCR conditions identical to those described before for the isolation of CcRBCS1 cDNA. The fragment obtained was cloned in pTOPO2.1 (Invitrogen) and double-strand sequenced.
Multiple alignments of nucleic and protein sequences using sequences available from the online Sol Genomics Network (SGN, http://solgenomics.net/content/coffee.pl) were obtained by the CLUSTALW program  followed by manual adjustment.
Real time RT-PCR assays
To eliminate contaminant genomic DNA, samples were treated with RQ1 RNase-free DNase according to the manufacturer's instructions (Promega, Madison, WI, USA), and RNA quality was verified by agarose gel electrophoresis and visual inspection of the ribosomal RNA bands upon ethidium bromide staining. Synthesis of first strand cDNA was accomplished by treating 1 μg of total RNA with the ImProm-II™ Reverse Transcription System and oligo (dT15) according to the manufacturer's recommendations (Promega). The absence of contaminating genomic DNA in the cDNA preparations was checked by common PCR reaction using SUS10/SUS11 primer pair that spans introns 5 to 9 of the CcSUS1 gene (AJ880768), which encodes isoform 1 of the sucrose synthase from C. canephora . RT-PCR was carried out using 1 μl of synthesised cDNA under conventional PCR conditions using a PTC-100 Thermocycler (MJ Research) with GoTaq DNA polymerase according to the supplier (Promega) with the following conditions: initial denaturation at 94°C for 2 min followed by 40 cycles of 94°C, Ta = 30 sec, 55°C for 30 sec and 72°C for 3 min and a final extension step of 72°C for 6 min. In such conditions, the amplification of a 667-bp fragment characterised the CcSUS1 cDNA, and the absence of corresponding genomic sequence is indicated by the lack of an amplicon at 1130-bp (data not shown).
Q-PCR was carried out with synthesised single-stranded cDNA as described above and using the protocol recommended for the use with 7500 Fast Real-Time PCR Systems (Applied Biosystems, Foster City, CA, USA). Preparations of cDNA were diluted (1:25 to 1:100) and tested by qPCR using RBCS1-specific primer pairs (Table 1) designed using Primer Express software (Applied Biosystems), which were preliminarily tested for their specificity and efficiency against a cDNA mix (data not shown). The qPCR was performed with 1 μl of diluted ss-cDNA and 0.2 μM (final concentration) of each primer in a final volume of 10 μl with 1 × SYBR green fluorochrome (SYBRGreen qPCR Mix-UDG/ROX, Invitrogen). The reaction mixture was incubated for 2 min at 50°C (Uracil DNA-Glycosylase treatment), then 5 min at 95°C (inactivation of UDGase), followed by 40 amplification cycles of 3 sec at 95°C and 30 sec at 60°C (annealing and elongation). Data were analysed using SDS 2.1 software (Applied Biosystems) to determine cycle threshold (Ct) values corresponding to the mean of triplicate samples. The specificity of the PCR products generated for each set of primers was verified by analysing the Tm (dissociation) of the amplified products. For each primer pair, PCR efficiencies (E) were estimated using absolute fluorescence data captured during the exponential phase of amplification of each reaction with the equation (1+E) = 10(-1/slope) . Efficiencies were taken into account for all subsequent calculations. Expression values were expressed in relative quantification by applying the formula (1+E)-ΔCt where ΔCt = Ctmean target gene - Ctmean reference gene. Gene expression levels were normalised (SDS 2.1 software) with the expression of the reference gene ubiquitin (CcUBQ10) for the experiments with C. canephora or glyceraldehyde-3-phosphate dehydrogenase (GAPDH) for other experiments .
Protein extraction and analysis by two-dimensional gel electrophoresis (2-DE)
Total protein was extracted from leaves of clones 14 (drought-tolerant) and 22 (drought-susceptible) of C. canephora var. Conilon using a modified phenol/SDS method and further separated by two-dimensional gel electrophoresis (2-DE). The first dimension (isoelectric focalisation) was carried through using Immobilized pH gradient (IPG, pH 3-10 or pH 4-7) strips of 13 cm previously incubated (12 h, 20°C) with 500-1000 μg of protein and analysed using an Ettan IPGphor 3 Isoelectric Focusing system (GE Healthcare). The second dimension was made using a 11% SDS-polyacrylamide gel (PAGE) in a Hoefer SE 600 Ruby system (GE Healthcare) cooled at 12°C with 15 mA/gel for 45 min followed by 30 mA/gel for 180 min. Then, gels were stained using the colloidal (G-250) Coomassie blue method, and images were analysed with ImageMaster Software 2D Platinum 6.0. The normalised protein abundance of the RBSC1 isoforms was obtained from the relative spot volume expressed by percentage volume (%V), which was calculated from the gel images as the volume of a specific spot divided by the sum of the volume of all other spots present in the gel multiplied by 100. For protein sequence analysis, spots of interest were manually removed from gels, submitted to trypsin enzymatic treatment and analysed by mass spectrometry using a Maldi-TOF/TOF spectrometer (Bruker Daltonics). ImageMaster Platinum 6.0.
Protein sequencing and identification
The proteins were identified by PMF ("Peptide Mass Fingerprinting") using PiumsGUI2.2 and MS/MS Ion Search using software X!Tandem. Obtained sequences were screened against the SOL Genomics Network and other coffee sequences available in public databases. The packages Trans-Proteomic Pipeline (TPP) and Scaffold were used to analyse protein data. MS and MS/MS analysis by MALDI TOF/TOF was performed for all protein spots that corresponded to RBSC1 isoforms. The results and sequences of the all identified peptides were further confirmed by de novo sequencing using FlexAnalysis software (Bruker Daltonics).
Sequence data from this article can be found in the Sol Genomics Network (SGN, http://solgenomics.net/content/coffee.pl). The CaRBCS1 cDNA and corresponding gene sequences are available in the GenBank database under their respective accession numbers AJ419826 and AJ419827. The CcRBCS1 (CaCc) cDNA and gene sequences reported here were deposited in the GenBank database under the accession numbers FR728242 and FR772689, respectively.
two dimensional gel electrophoresis
expressed sequence tag
quantitative polymerase chain reaction
Rubisco small subunit
ribulose 1,5-bisphosphate carboxylase/oxygenase
single nucleotide polymorphism
temperature of annealing
reactive oxygen species
This work was carried out under the project of scientific cooperation Embrapa-Cirad "Genetic determinism of drought tolerance in coffee". PM acknowledges the financial support from the CIRAD (Centre de coopération internationale en recherche agronomique pour le développement, Montpellier, France) and the ATP project "Analysis of phenotypic plasticity in response to water constraints in perennial plants growing under different field conditions". ACA acknowledges the financial support from the Brazilian Coffee R&D Consortium, FINEP and INCT-café (CNPq/FAPEMIG). The authors would like to thank Dr Olivier Roupsard (CIRAD UMR Eco&Sols) for the critical reading of the manuscript, Dr Tumoru Sera (IAPAR) as well as Drs Maria Amélia Gava Ferrão, Aymbiré Francisco Almeida da Fonseca and Romário Gava Ferrão (INCAPER institute) for providing plant materials. The authors are also very grateful to Drs Antonio Fernando Guerra and Omar Cruz Rocha (Embrapa Cerrados) for their help and assistance during the field trial experiments.
- Pay E: The market for organic and fair-trade coffee. FAO Rome. 2009Google Scholar
- Davis AP, Govaerts R, Bridson DM, Stoffelen P: An annotated taxonomic conspectus of the genus Coffea (Rubiaceae). Bot J Linn Soc. 2006, 152 (4): 465-512. 10.1111/j.1095-8339.2006.00584.x.View ArticleGoogle Scholar
- Lashermes P, Combes M-C, Robert J, Trouslot P, D'Hont A, Anthony F, Charrier A: Molecular characterization and origin of the Coffea arabica L genome. Mol Gen Genet. 1999, 261 (2): 259-266. 10.1007/s004380050965.PubMedView ArticleGoogle Scholar
- Vidal RO, Mondego JMC, Pot D, Ambrósio AB, Andrade AC, Pereira LFP, Colombo CA, Vieira LGE, Carazzolle MF, Pereira GAG: A high-throughput data mining of single nucleotide polymorphisms in Coffea species expressed sequence tags suggests differential homeologous gene expression in the allotetraploid Coffea arabica. Plant Physiol. 2010, 154 (3): 1053-1066. 10.1104/pp.110.162438.PubMedPubMed CentralView ArticleGoogle Scholar
- Lashermes P, Andrzejewski S, Bertrand B, Combes MC, Dussert S, Graziosi G, Trouslot P, Anthony F: Molecular analysis of introgressive breeding in coffee (Coffea arabica L.). Theor Appl Genet. 2000, 100 (1): 139-146. 10.1007/s001220050019.View ArticleGoogle Scholar
- DaMatta FM: Exploring drought tolerance in coffee: a physiological approach with some insights for plant breeding. Braz J Plant Physiol. 2004, 16 (1): 1-6.View ArticleGoogle Scholar
- DaMatta FM, Ramalho JC: Impact of drought and temperature stress on coffee physiology and production: a review. Braz J Plant Physiol. 2006, 18 (1): 55-81. 10.1590/S1677-04202006000100006.View ArticleGoogle Scholar
- Carr MKV: The water relations and irrigation requirements of coffee. Exp Agri. 2001, 37 (1): 1-36. 10.1017/S0014479701001090.View ArticleGoogle Scholar
- Silva EA, Mazzafera P, Brunini O, Sakai E, Arruda FB, Mattoso LHC, Carvalho CRL, Pires RCM: The influence of water management and environmental conditions on the chemical composition and beverage quality of coffee beans. Braz J Plant Physiol. 2005, 17 (2): 229-238. 10.1590/S1677-04202005000200006.View ArticleGoogle Scholar
- Mazzafera P: Estresse hídrico e conseqüências na composição das sementes de café e qualidade da bebida. Cafés de qualidade: aspectos tecnológicos, científicos e comerciais. Edited by: Garcia Salva TJ, Guerreiro Filho O, Thomaziello RA, Fazuoli LC. Instituto Agronômico Campinas; 2007: 73-90.Google Scholar
- Camargo AP, Santinato R, Cortez JG: Aptidão climática para qualidade da bebida nas principais regiões cafeeiras de Arábica no Brasil. 18th Congresso Brasileiro de Pesquisas Cafeeiras. Araxá, Minas Gerais, Brazil; 1992:70-74.Google Scholar
- Assad ED, Pinto HS, Zullo J, Ávila AMH: Impacto das mudanças climáticas no zoneamento agroclimático do café no Brasil. Pesq Agropec Bras. 2004, 39 (11): 1057-1064. 10.1590/S0100-204X2004001100001.View ArticleGoogle Scholar
- Chaves MM: Effects of water deficits on carbon assimilation. J Exp Bot. 1991, 42 (1): 1-16. 10.1093/jxb/42.1.1.View ArticleGoogle Scholar
- Cornic G: Drought stress and high light effects on leaf photosynthesis. Photoinhibition of photosynthesis. Edited by: Baker NR, Bowyer JR. Bios Scientific Publishers, Oxford; 1994:297-331.Google Scholar
- Lawlor DW: Integration of biochemical processes in the physiology of water stressed plants. Effects of stress on photosynthesis. Edited by: Marcelle R, Clijsters H, van Poucke M, Nijhoff M, Junk W. The Hague, The Netherlands; 1983:35-44.View ArticleGoogle Scholar
- Lawlor DW: The effects of water deficit on photosynthesis. Environment and Plant metabolism. Edited by: Smirnoff N. Bios Science Publishers. Oxford; 1995:129-160.Google Scholar
- Asada K: The water-water cycle in chloroplasts: scavenging of active oxygens and dissipation of excess photons. Annu Rev Plant Physiol Plant Mol Biol. 1999, 50: 601-639. 10.1146/annurev.arplant.50.1.601.PubMedView ArticleGoogle Scholar
- DaMatta FM, Rena AB: Tolerância do café à seca. Tecnologias de produção de café com qualidade. Edited by: Zambolin L. Universidade Federal de Viçosa, Viçosa; 2001:65-100.Google Scholar
- DaMatta FM: Drought as a multidimensional stress affecting photosynthesis in tropical tree crops. Advances in Plant Physiology. Edited by: Hemantaranjan A. Scientific Publishers, Jodhpur. 2003, 5: 227-265.Google Scholar
- Jensen RG, Bahr JT: Ribulose 1,5-bisphosphate carboxylase-oxygenase. Ann Rev Plant Physiol. 1977, 28: 379-400. 10.1146/annurev.pp.28.060177.002115.View ArticleGoogle Scholar
- Makino A, Mae T, Ohira K: Relation between nitrogen and ribulose-1,5-bisphosphate carboxylase in rice leaves from emergence through senescence. Plant Cell Physiol. 1984, 25 (3): 429-437.Google Scholar
- Feller U, Anders I, Mae T: Rubiscolytics: fate of Rubisco after its enzymatic function in a cell is terminated. J Exp Bot. 2008, 59 (7): 1615-1624.PubMedView ArticleGoogle Scholar
- Gutteridge S, Gatenby AA: Rubisco synthesis, assembly, mechanism, and regulation. Plant Cell. 1995, 7 (7): 809-819.PubMedPubMed CentralView ArticleGoogle Scholar
- Sheen J: Metabolic repression of transcription in higher plants. Plant Cell. 1990, 2 (10): 1027-1038.PubMedPubMed CentralView ArticleGoogle Scholar
- Krapp A, Hofmann B, Schafer C, Stitt M: Regulation of the expression of rbcS and other photosynthetic genes by carbohydrates: a mechanism for the 'sink regulation' of photosynthesis?. Plant J. 1993, 3 (6): 817-828. 10.1111/j.1365-313X.1993.00817.x.View ArticleGoogle Scholar
- Parry MAJ, Keys AJ, Madgwick PJ, Carmo-Silva AE, Andralojc PJ: Rubisco regulation: a role for inhibitors. J Exp Bot. 2008, 59 (7): 1569-1580.PubMedView ArticleGoogle Scholar
- Dean C, Pichersky E, Dunsmuir P: Structure, evolution, and regulation of RbcS genes in higher-plants. Annu Rev Plant Physiol Plant Mol Biol. 1989, 40: 415-439. 10.1146/annurev.pp.40.060189.002215.View ArticleGoogle Scholar
- Spreitzer RJ: Role of the small subunit in ribulose-1,5-bisphosphate carboxylase/oxygenase. Arch Biochem Biophys. 2003, 414 (2): 141-149. 10.1016/S0003-9861(03)00171-1.PubMedView ArticleGoogle Scholar
- Rizhsky L, Liang H, Mittler R: The combined effect of drought stress and heat shock on gene expression in tobacco. Plant Physiol. 2002, 130 (3): 1143-1151. 10.1104/pp.006858.PubMedPubMed CentralView ArticleGoogle Scholar
- Bartholomew DM, Bartley GE, Scolnik PA: Abscisic acid control of rbcS and cab transcription in tomato leaves. Plant Physiol. 1991, 96 (1): 291-296. 10.1104/pp.96.1.291.PubMedPubMed CentralView ArticleGoogle Scholar
- Williams J, Bulman MP, Neill SJ: Wilt-induced ABA biosynthesis, gene expression and down-regulation of rbcS mRNA levels in Arabidopsis thaliana. Physiol Plant. 1994, 91 (2): 177-182. 10.1111/j.1399-3054.1994.tb00416.x.View ArticleGoogle Scholar
- Vu JCV, Allen LH, Boote KJ, Bowes G: CO2 enrichment delays a rapid, drought-induced decrease in Rubisco small subunit transcript abundance. J Plant Physiol. 1999, 155 (1): 139-142.View ArticleGoogle Scholar
- Hayano-Kanashiro C, Calderón-Vázquez C, Ibarra-Laclette E, Herrera-Estrella L, Simpson J: Analysis of gene expression and physiological responses in three mexican maize landraces under drought stress and recovery irrigation. PLoS ONE. 2009, 4 (10): e7531-10.1371/journal.pone.0007531.PubMedPubMed CentralView ArticleGoogle Scholar
- Rizhsky L, Liang H, Shuman J, Shulaev V, Davletova S, Mittler R: When defense pathways collide. The response of Arabidopsis to a combination of drought and heat stress. Plant Physiol. 2004, 134 (4): 1683-1696. 10.1104/pp.103.033431.PubMedPubMed CentralView ArticleGoogle Scholar
- Lawlor DW, Cornic G: Photosynthetic carbon assimilation and associated metabolism in relation to water deficits in higher plants. Plant Cell Environ. 2002, 25 (2): 275-294. 10.1046/j.0016-8025.2001.00814.x.PubMedView ArticleGoogle Scholar
- Reddy AR, Chaitanya KV, Vivekanandan M: Drought induced responses of photosynthesis and antioxidant metabolism in higher plants. J Plant Physiol. 2004, 161 (11): 1189-1202. 10.1016/j.jplph.2004.01.013.View ArticleGoogle Scholar
- Majumdar S, Ghosh S, Glick BR, Dumbroff EB: Activities of chlorophyllase, phosphoenolpiruvate carboxylase and ribulose 1,5-bisphosphate carboxylase in the primary leaves of soybean during senescence and drought. Physiol Plant. 1991, 81 (4): 473-480. 10.1111/j.1399-3054.1991.tb05087.x.View ArticleGoogle Scholar
- Parry MAJ, Andralojc PJ, Madgwick PJ, Khan S, Lea PJ, Medrano H, Keys AJ: Rubisco activity: effects of water stress. Ann Bot. 2002, 89 (7): 833-839. 10.1093/aob/mcf103.PubMedPubMed CentralView ArticleGoogle Scholar
- Ali GM, Komatsu S: Proteomic analysis of rice leaf sheath during drought stress. J Proteome Res. 2006, 5 (2): 396-403. 10.1021/pr050291g.PubMedView ArticleGoogle Scholar
- Lawlor DW: Limitation to photosynthesis in water stressed leaves: stomata vs metabolism and role of ATP. Ann Bot. 2002, 89 (7): 871-885. 10.1093/aob/mcf110.PubMedPubMed CentralView ArticleGoogle Scholar
- Demirevska K, Simova L, Vassileva V, Feller U: Rubisco and some chaperone protein responses to water stress and rewatering at early seedling growth of drought sensitive and tolerant wheat varieties. Plant Growth Regul. 2008, 56 (2): 97-106. 10.1007/s10725-008-9288-1.View ArticleGoogle Scholar
- Medrano H, Parry MAJ, Socias X, Lawlor DW: Long term water deficit inactivates Rubisco in subtertanean clover. Ann Appl Biol. 1997, 131 (3): 491-501. 10.1111/j.1744-7348.1997.tb05176.x.View ArticleGoogle Scholar
- Demirevska K, Simova-Stoilova L, Vassileva V, Vaseva I, Grigorova B, Feller U: Drought-induced leaf protein alterations in sensitive and tolerant wheat varieties. Gen App Plant Physiol. 2008, 34 (1-2): 79-102.Google Scholar
- Houtz L, Portis AR: The life of ribulose 1,5-bisphosphate carboxylase/oxygenase-posttranslational facts and mysteries. Arch Biochem Biophys. 2003, 414 (2): 150-158.PubMedView ArticleGoogle Scholar
- Ferrão RG, Fonseca AFA, Silveira JSM, Ferrão MAG, Bragança SM: EMCAPA 8141 - Robustão Capixaba, variedade clonal de café conilon tolerante à seca, desenvolvida para o estado do Espírito Santo. Rev Ceres. 2000, 273: 555-560.Google Scholar
- DaMatta FM, Chaves ARM, Pinheiro HA, Ducatti C, Loureiro ME: Drought tolerance of two field-grown clones of Coffea canephora. Plant Sci. 2003, 164 (1): 111-117. 10.1016/S0168-9452(02)00342-4.View ArticleGoogle Scholar
- Lima ALS, DaMatta FM, Pinheiro HA, Totola MR, Loureiro ME: Photochemical responses and oxidative stress in two clones of Coffea canephora under water deficit conditions. Environ Exp Bot. 2002, 47 (3): 239-247. 10.1016/S0098-8472(01)00130-7.View ArticleGoogle Scholar
- Meinzer FC, Saliendra NZ, Crisosto CH: Carbon isotope discrimination and gas exchange in Coffea arabica during adjustment in different soil moisture regimes. Aust J Plant Physiol. 1992, 19 (2): 171-184. 10.1071/PP9920171.View ArticleGoogle Scholar
- Silva EA, DaMatta FM, Ducatti C, Regazzi AJ, Barros RS: Seasonal changes in vegetative growth and photosynthesis of Arabica coffee trees. Field Crops Res. 2004, 89 (2-3): 349-357. 10.1016/j.fcr.2004.02.010.View ArticleGoogle Scholar
- Kanechi M, Uchida NU, Yasuda T, Yamaguchi T: Photosynthetic responses of Coffea arabica L to chronic dehydration during leaf development and after leaf maturation in unshaded and shaded conditions. Jap J Trop Agric. 1991, 35: 84-91.Google Scholar
- Kanechi M, Uchida NU, Yasuda T, Yamaguchi T: Non-stomatal inhibition associated with inactivation of Rubisco in dehydrated coffee leaves under unshaded and shaded conditions. Plant Cell Physiol. 1996, 37 (4): 455-460.View ArticleGoogle Scholar
- De Kochko A, Akaffou S, Andrade AC, Campa C, Crouzillat D, Guyot R, Hamon P, Ming R, Mueller LA, Poncet V, Tranchant-Dubreuil C, Hamon S: Advances in Coffea genomics. Advances in botanical research. Edited by: Kader JC, Delseny M. Oxford, Academic Press; 2010, 53: 23-53.Google Scholar
- Vieira LGE, Andrade AC, Colombo CA, Moraes AAH, Metha A, Oliveira AC, Labate CA, Marino CL, Monteiro-Vitorello CB, Monte DC, Giglioti E, Kimura ET, Romano E, Kuramae EE, Lemos EGM, Almeida ERP, Jorge EC, Barros EVSA, da Silva FR, Vinecky F, Sawazaki HE, Dorry HFA, Carrer H, Abreu IN, Batista JAN, Teixeira JB, Kitajima JP, Xavier KG, Lima LM, Camargo LEA, Pereira LFP, Coutinho LL, Lemos MVF, Romano MR, Machado MA, Costa MMC, Grossi de Sá MF, Goldman MHS, Ferro MIT, Tinoco MLP, Oliveira MC, Sluys MAV, Shimizu MS, Maluf MP, Eira MTS, Guerreiro Filho O, Arruda P, Mazzafera P, Mariani PDSC, Oliveira RL, Harakava R, Balbao SF, Tsai SM, Mauro SMZ, Santos SN, Siqueira WJ, Costa GGL, Formighieri EF, Carazzolle MF, Pereira GAG: Brazilian coffee genome project: an EST-based genomic resource. Braz J Plant Physiol. 2006, 18 (1): 95-108. 10.1590/S1677-04202006000100008.View ArticleGoogle Scholar
- Lin CW, Mueller LA, Mc Carthy J, Crouzillat D, Petiard V, Tanksley SD: Coffee and tomato share common gene repertoires as revealed by deep sequencing of seed and cherry transcripts. Theor Appl Genet. 2005, 112 (1): 114-130. 10.1007/s00122-005-0112-2.PubMedPubMed CentralView ArticleGoogle Scholar
- Poncet V, Rondeau M, Tranchand C, Cayrel A, Hamon S, de Kochko A, Hamon P: SSR mining in coffee tree EST databases: potential use of EST-SSRs AS marker across Coffea genus. Mol Gen Genet. 2006, 276 (5): 436-449.View ArticleGoogle Scholar
- Mueller LA, Solow TH, Taylor N, Skwarecki B, Buels R, Binns J, Lin C, Wright MH, Ahrens R, Wang Y, Herbst EV, Keyder ER, Menda N, Zamir D, Tanksley SD: The SOL Genomics Network A comparative resource for Solanaceae biology and beyond. Plant Physiol. 2005, 138 (3): 1310-1317. 10.1104/pp.105.060707.PubMedPubMed CentralView ArticleGoogle Scholar
- Lashermes P, Andrade AC, Etienne H: Genomics of coffee, one of the world's largest traded commodities. Genomics of Tropical Crop Plants. Edited by: Moore H, Ming R. Springer; 2008:203-226.View ArticleGoogle Scholar
- Marraccini P, Courjault C, Caillet V, Lausanne F, Lepage B, Rogers WJ, Deshayes A: Rubisco small subunit of Coffea arabica: cDNA sequence, gene cloning and promoter analysis in transgenic tobacco plants. Plant Physiol Biochem. 2003, 41 (1): 17-25. 10.1016/S0981-9428(02)00004-9.View ArticleGoogle Scholar
- Keegstra K, Olsen LJ, Theg SM: Chloroplastic precursors and their transport across the envelope membranes. Annu Rev Plant Physiol Plant Mol Biol. 1989, 40: 471-501. 10.1146/annurev.pp.40.060189.002351.View ArticleGoogle Scholar
- Pinheiro HA, DaMatta FM, Chaves ARM, Fontes EPB, Loureiro ME: Drought tolerance in relation to protection against oxidative stress in clones of Coffea canephora subjected to long-term drought. Plant Sci. 2004, 167 (6): 1307-1314. 10.1016/j.plantsci.2004.06.027.View ArticleGoogle Scholar
- Marraccini P, Da Silva VA, Elbelt S, Guimarães BLS, Loureiro ME, DaMatta FM, Ferrão MAG, Da Fonseca AFA, Da Silva F, Andrade AC: Analise da expressão de genes candidatos para a tolerância a seca em folhas de clones de Coffea canephora var Conillon, caracterizados fisiologicamente. Proceedings of the V Simpósio de Pesquisa dos Cafés do Brasil. Aguas de Lindoia (SP), Brasil; 2007.Google Scholar
- Kicheva MI, Tsonev TD, Popova LP: Stomatal and non-stomatal limitations to photosynthesis in two wheat cultivars subjected to water stress. Photosynthetica. 1994, 30 (1): 107-116.Google Scholar
- Dean C, Pichersky E, Dunsmuir P: Structure, evolution, and regulation of rbcS genes in higher plants. Ann Rev Plant Physiol Plant Mol Biol. 1989, 40: 415-439. 10.1146/annurev.pp.40.060189.002215.View ArticleGoogle Scholar
- Leroy T, De Bellis F, Legnate H, Kanamura E, Gonzales G, Pereira LF, Andrade AC, Charmetant P, Montagnon C, Cubry P, Marraccini P, Pot D, de Kochko A: Improving quality of African Robustas: QTL for agronomic and quality related traits in Coffea canephora. Tree Genet Genomes. 10.1007/s11295-011-0374-6.
- Anthony F, Bertrand B, Quiros O, Wilches A, Lashermes P, Berthaud J, Charrier A: Genetic diversity of wild coffee (Coffea arabica L.) using molecular markers. Euphytica. 2001, 118 (1): 53-65. 10.1023/A:1004013815166.View ArticleGoogle Scholar
- Anthony F, Combes C, Astorga C, Bertrand B, Graziosi G, Lashermes P: The origin of cultivated Coffea arabica L varieties revealed by AFLP and SSR markers. Theor Appl Genet. 2002, 104 (5): 894-900. 10.1007/s00122-001-0798-8.PubMedView ArticleGoogle Scholar
- Petitot AS, Lecouls AC, Fernandez D: Sub-genomic origin and regulation patterns of a duplicated WRKY gene in the allotetraploid species Coffea arabica. Tree Genet Genomes. 2008, 3 (4): 379-390.View ArticleGoogle Scholar
- Cordell HJ: Detecting gene-gene interactions that underlie human diseases. Nat Rev Genet. 2009, 10 (6): 392-404.PubMedPubMed CentralView ArticleGoogle Scholar
- Fiévet JB, Dillmann C, de Vienne D: Systemic properties of metabolic networks lead to an epistasis-based model for heterosis. Theor Appl Genet. 2010, 120 (2): 463-473. 10.1007/s00122-009-1203-2.PubMedPubMed CentralView ArticleGoogle Scholar
- Lashermes P, Combes MC, Topart P, Graziosi G, Bertrand B, Anthony F: Molecular breeding in coffee (Coffea arabica). Coffee, Biotechnology and quality. Edited by: Sera T, Soccol CR, Pandey A, Roussos S. Kluwer Academic Publishers; 2000:101-112.View ArticleGoogle Scholar
- Bertrand B, Guyot B, Anthony F, Lashermes P: Impact of Coffea canephora gene introgression on beverage quality of C arabica. Theor Appl Genet. 2003, 107 (3): 387-394. 10.1007/s00122-003-1203-6.PubMedView ArticleGoogle Scholar
- Privat I, Bardil A, Bombarely Gomez A, Severac D, Dantec C, Fuentes I, Mueller L, Joët T, Pot D, Foucrier S, Dussert S, Leroy T, Journot L, de Kochko A, Campa C, Combes MC, Lashermes P, Bertrand B: The 'PUCE CAFE' project: the first 15K coffee microarray, a new tool for discovering candidate genes correlated to agronomic and quality traits. BMC Genomics. 2011, 12: 5-10.1186/1471-2164-12-5.PubMedPubMed CentralView ArticleGoogle Scholar
- Bardil A, Combes MC, Lashermes P, Bertrand B: Gene expression divergences between the allopolyploid Coffea arabica and its diploids relatives appear environment-dependant. Abstracts of Plant and Animal Genomes XVIIIth Conference. San Diego, CA (USA), W157; 2010.Google Scholar
- Chen ZJ: Genetic and epigenetic mechanisms for gene expression and phenotypic variation in plant polyploids. Annu Rev Plant Biol. 2007, 58: 377-340. 10.1146/annurev.arplant.58.032806.103835.PubMedPubMed CentralView ArticleGoogle Scholar
- Bauer D, Biehler K, Fock H, Carrayol E, Hirel B, Migg A, Becker T: A role for cytosolic glutamine synthetase in the remobilisation of leaf nitrogen during water stress in tomato. Physiol Plant. 1997, 99 (2): 241-248. 10.1111/j.1399-3054.1997.tb05408.x.View ArticleGoogle Scholar
- Rodrigues GC, Rojas JSD, Roupsard O, Leroy T, Pot D, Moreira MZ, Verdeil JL, Dauzat J, Jourdan C, Andrade AC, Marraccini P: Preliminary results on phenotypic plasticity of coffee (Coffea arabica cv Rubi and Iapar59) plants in response to water constraint under field conditions. Proceedings of the 23rd International Scientific Colloquium on Coffee. Bali, International Scientific Association on Coffee, Paris, CDROM-PB731; 2010.Google Scholar
- Gilmartin PM, Sarokin L, Memelink J, Chua N-H: Molecular light switches for plant genes. Plant Cell. 1990, 2 (5): 369-378.PubMedPubMed CentralView ArticleGoogle Scholar
- Trethewey RN, ap Rees T: The role of the hexose transporter in the chloroplasts of Arabidopsis thaliana L. Planta. 1994, 195 (2): 168-174.View ArticleGoogle Scholar
- Geiger DR, Shieh WJ, Yu XM: Photosynthetic carbon metabolism and translocation in wild-type and starch-deficient mutant Nicotiana sylvestris L. Plant Physiol. 1995, 107 (2): 507-514.PubMedPubMed CentralGoogle Scholar
- Pilgrim ML, McClung CR: Differential involvement of the circadian clock in the expression of genes required for ribulose-1,5-bisphosphate carboxylase/oxygenase synthesis, assembly, and activation in Arabidopsis thaliana. Plant Physiol. 1993, 103 (2): 553-564.PubMedPubMed CentralGoogle Scholar
- Cheng SH, Moore BD, Seemann JR: Effects of short- and long-term elevated CO2 on the expression of ribulose-1,5-bisphosphate carboxylase/oxygenase genes and carbohydrate accumulation in leaves of Arabidopsis thaliana (L.) Heynh. Plant Physiol. 1998, 116 (2): 715-723. 10.1104/pp.116.2.715.PubMedPubMed CentralView ArticleGoogle Scholar
- Praxedes SC, DaMatta FM, Loureiro ME, Ferrão MAG, Cordeiro AT: Effects of long-term soil drought on photosynthesis and carbohydrate metabolism in mature robusta coffee (Coffea canephora Pierre varkouillou) leaves. Environ Exp Bot. 2006, 56 (3): 263-273. 10.1016/j.envexpbot.2005.02.008.View ArticleGoogle Scholar
- Lilley JM, Ludlow MM, McCouch SR, O'Toole JC: Locating QTL for osmotic adjustment and dehydration tolerance in rice. J Exp Bot. 1996, 47 (9): 1427-1436. 10.1093/jxb/47.9.1427.View ArticleGoogle Scholar
- Fu BY, Xiong JH, Zhu LH, Zhao XQ, Xu HX, Gao YM, Li YS, Xu JL, Li ZK: Identification of functional candidate genes for drought tolerance in rice. Mol Genet Genomics. 2007, 278 (6): 599-609. 10.1007/s00438-007-0276-3.PubMedView ArticleGoogle Scholar
- Xiong JH, Fu BY, Xu HX, Li YS: Proteomic analysis of PEG-simulated drought stress responsive proteins of rice leaves using a pyramiding rice line at the seedling stage. Botanical Studies. 2010, 51 (2): 137-145.Google Scholar
- Webber AN, Nie GY, Long SP: Acclimation of photosynthetic proteins to rising atmospheric CO2. Photosynthesis Res. 1994, 39 (3): 413-425. 10.1007/BF00014595.View ArticleGoogle Scholar
- Marraccini P, Ramos HJO, Vieira LGE, Ferrão MAG, da Silva FR, Taquita JA, Bloch C, Andrade AC: Study of drought tolerance mechanisms in coffee plants by an integrated analysis. Proceedings of the 22nd International Scientific Colloquium on Coffee. Campinas, International Scientific Association on Coffee, Paris, CDROM-B212; 2008.Google Scholar
- Herppich WB, Peckmann K: Responses of gas exchange, photosynthesis, nocturnal acid accumulation and water relations of Aptenia cordifolia to short-term drought and rewatering. J Plant Physiol. 1997, 150 (4): 467-474.View ArticleGoogle Scholar
- Nogués S, Baker NR: Effects of drought on photosynthesis in Mediterranean plants grown under enhanced UV-B radiation. J Exp Bot. 2000, 51 (348): 1309-1317. 10.1093/jexbot/51.348.1309.PubMedView ArticleGoogle Scholar
- DaMatta FM, Loos RA, Silva EA, Loureiro ME: Limitations to photosynthesis in Coffea canephora as a result of nitrogen and water availability. J Plant Physiol. 2002, 159 (9): 975-981. 10.1078/0176-1617-00807.View ArticleGoogle Scholar
- Freire LP, Vieira NG, Vinecky F, Alves GSC, Leroy T, Pot D, Elbelt S, Marques T, Rodrigues GC, Marraccini P, Andrade AC: Expression analysis and nucleic polymorphism of candidate genes for drought tolerance in coffee. Proceedings of the 23rd International Scientific Colloquium on Coffee. 2010, Bali, International Scientific Association on Coffee, Paris, CDROM-B202Google Scholar
- Lashermes P, Cros J, Marmey P, Charrier A: Use of random amplified DNA markers to analyse genetic variability and relationships of Coffea species. Genet Resour Crop Ev. 1993, 40 (2): 91-99. 10.1007/BF00052639.View ArticleGoogle Scholar
- Sera GH, Sera T, de Batista Fonseca IC, Ito DS: Resistance to leaf rust in coffee cultivars. Coffee Science. 2010, 5 (1): 59-66.Google Scholar
- Fazuoli LC, Carvalho CHS, Carvalho GR, Guerreiro-Filho O, Pereira AA, Bartholo GF, Moura WM, Silvarolla MB, Braghini MT: Cultivares de café arábica de porte alto. Cultivares de Café: origem, características e recomendações. Edited by: Carvalho CHS. 2008, Embrapa Café, Brasilia, 227-254.Google Scholar
- Silva VA, Antunes WC, Guimarães BLS, Paiva RMC, Silva VF, Ferrão MAG, DaMatta FM, Loureiro ME: Physiological response of Conilon coffee clone sensitive to drought grafted onto tolerant rootstock. Pesq Agropec Bras. 2010, 45 (5): 457-464. 10.1590/S0100-204X2010000500004.View ArticleGoogle Scholar
- Carvalho CHS, Fazuoli LC, Carvalho GR, Guerreiro-Filho O, Pereira AA, de Almeida SR, Matiello JB, Bartholo GF, Sera T, Moura WM, Mendes AMG, de Rezende JC, da Fonseca AFA, Ferrão MAG, Ferrão RG, Nacif AP, Silvarolla MB, Braghini MT: Cultivares de café arábica de porte baixo. Cultivares de Café: origem, características e recomendações. Edited by: Carvalho CHS. Embrapa Café, Brasilia; 2008:157-226.Google Scholar
- Geromel C, Ferreira LP, Cavalari AA, Pereira LFP, Guerreiro SMC, Pot D, Leroy T, Vieira LGE, Mazzafera P, Marraccini P: Biochemical and genomic analysis of sucrose metabolism during coffee (Coffea arabica) fruit development. J Exp Bot. 2006, 57 (12): 3243-3258. 10.1093/jxb/erl084.PubMedView ArticleGoogle Scholar
- Thompson JD, Higgins DG, Gibson TJ: CLUSTALW: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position specific gap penalties and weight matrix choice. Nucleic Acids Res. 1994, 22 (22): 4673-4680. 10.1093/nar/22.22.4673.PubMedPubMed CentralView ArticleGoogle Scholar
- Leroy T, Marraccini P, Dufour M, Montagnon C, Lashermes P, Sabau X, Ferreira LP, Jourdan I, Pot D, Andrade AC, Glaszmann JC, Vieira LGE, Piffanelli P: Construction and characterization of a Coffea canephora BAC library to study the organization of sucrose biosynthesis genes. Theor Applied Genet. 2005, 111 (6): 1032-1041. 10.1007/s00122-005-0018-z.View ArticleGoogle Scholar
- Ramakers C, Ruijter JM, Deprez RH, Moorman AF: Assumption-free analysis of quantitative real-time polymerase chain reaction (PCR) data. Neurosci Lett. 2003, 339 (1): 62-66. 10.1016/S0304-3940(02)01423-4.PubMedView ArticleGoogle Scholar
- Barsalobres-Cavallari CF, Severino FE, Maluf MP, Maia IG: Identification of suitable internal control genes for expression studies in Coffea arabica under different experimental conditions. BMC Mol Biol. 2009, 10: 1-10.1186/1471-2199-10-1.PubMedPubMed CentralView ArticleGoogle Scholar