plant triacylglycerols as feedstocks for the production of biofuels

plant triacylglycerols as feedstocks for the production of biofuels
plant triacylglycerols as feedstocks for the production of biofuels

HARNESSING PLANT BIOMASS FOR BIOFUELS AND BIOMATERIALS

Plant triacylglycerols as feedstocks for the production of biofuels

Timothy P.Durrett1,Christoph Benning2and John Ohlrogge1,*

1Departments of Plant Biology,and

2Biochemistry and Molecular Biology,Michigan State University,East Lansing,MI48824,USA

Received5November2007;revised25January2008;accepted30January2008.

*For correspondence(fax+15173531926;e-mail ohlrogge@https://www.360docs.net/doc/e85765891.html,).

Summary

Triacylglycerols produced by plants are one of the most energy-rich and abundant forms of reduced carbon available from nature.Given their chemical similarities,plant oils represent a logical substitute for conventional diesel,a non-renewable energy source.However,as plant oils are too viscous for use in modern diesel engines,they are converted to fatty acid esters.The resulting fuel is commonly referred to as biodiesel, and offers many advantages over conventional diesel.Chief among these is that biodiesel is derived from renewable sources.In addition,the production and subsequent consumption of biodiesel results in less greenhouse gas emission compared to conventional diesel.However,the widespread adoption of biodiesel faces a number of challenges.The biggest of these is a limited supply of biodiesel feedstocks.Thus,plant oil production needs to be greatly increased for biodiesel to replace a major proportion of the current and future fuel needs of the world.An increased understanding of how plants synthesize fatty acids and triacylglycerols will ultimately allow the development of novel energy crops.For example,knowledge of the regulation of oil synthesis has suggested ways to produce triacylglycerols in abundant non-seed tissues.Additionally, biodiesel has poor cold-temperature performance and low oxidative stability.Improving the fuel character-istics of biodiesel can be achieved by altering the fatty acid composition.In this regard,the generation of transgenic soybean lines with high oleic acid content represents one way in which plant biotechnology has already contributed to the improvement of biodiesel.

Keywords:biodiesel,triacylglycerol,oilseeds,fatty acid,bioenergy.

Introduction

An increased necessity for energy independence and heightened concern about the effects of increasing carbon dioxide levels have intensi?ed the search for renewable fuels that could reduce our current consumption of fossil fuels.One such fuel is biodiesel,which consists of the methyl esters of fatty acids,usually derived from plant oils, although other sources including animal fat are possible. Plant oils are primarily composed of various triacylglycerols (TAGs),molecules that consist of three fatty acid chains (usually18or16carbons long)esteri?ed to glycerol (Figure1a).The fatty acyl chains are chemically similar to the aliphatic hydrocarbons that make up the bulk of the molecules found in petrol(also called gasoline)and diesel (Figure1c).The hydrocarbons in petrol contain between5and12carbon atoms per molecule,and this volatile fuel is mixed with air and ignited with a spark in a conventional engine.In contrast,diesel fuel components typically have 10–15carbon atoms per molecule and are ignited by the very high compression obtained in a diesel engine.Early dem-onstration versions of the diesel engine were designed to run on peanut oil,re?ecting the fact that plant-derived triacylglycerols and petroleum fuels are chemically similar, with structures consisting largely of chains of reduced carbons.However,most plant TAGs have a viscosity range that is much higher than that of conventional diesel:17.3–32.9mm2s)1compared to 1.9–4.1mm2s)1,respectively (ASTM D975;Knothe and Steidley,2005).This higher viscosity results in poor fuel atomization in modern diesel

a2008The Authors593 Journal compilationa2008Blackwell Publishing Ltd

The Plant Journal(2008)54,593–607doi:10.1111/j.1365-313X.2008.03442.x

engines,leading to problems derived from incomplete combustion such as carbon deposition and coking (Ryan et al.,1984).To overcome this problem,TAGs are converted to less viscous fatty acid esters by esteri?cation with a pri-mary alcohol,most commonly methanol (Figure 1b).The resulting fuel is commonly referred to as biodiesel and has a dynamic viscosity range from 1.9to 6.0mm 2s )1(ASTM D6751).The fatty acid methyl esters (FAMEs)found in bio-diesel have a high energy density as re?ected by their high heat of combustion,which is similar,if not greater,than that of conventional diesel (Figure 2;Knothe,2005).Similarly,the

cetane number (a measure of diesel ignition quality)of the

FAMEs found in biodiesel exceeds that of conventional diesel (Knothe,2005).

However,some obvious differences exist between the molecules found in conventional diesel and those in biodie-sel,which have an impact on the properties of the fuels.For example,biodiesel FAMEs contain two oxygen atoms per molecule and often one or more double bonds (depending on the triacylglycerol from which they were derived),whereas the hydrocarbons in conventional diesel tend to be saturated.

Advantages of biodiesel

The higher oxygenated state compared to conventional diesel leads to lower carbon monoxide (CO)production and reduced emission of particulate matter (Graboski and McCormick,1998).This latter air pollutant is especially problematic in European cities,motivating temporary cur-fews for diesel-powered vehicles.Biodiesel also contains little or no sulfur or aromatic compounds;in conventional diesel,the former contributes to the formation of sulfur oxide and sulfuric acid,while the aromatic compounds also increase particulate emissions and are considered carcino-gens.In addition to the reduced CO and particulate emis-sions,the use of biodiesel confers additional advantages,including a higher ?ashpoint,faster biodegradation and greater lubricity.The higher ?ashpoint of biodiesel allows safer handling and storage,whereas the biodegradability of biodiesel is particularly advantageous in environmentally sensitive areas where fuel leakage poses large hazards.The lubricity issue has become increasingly important with the widespread mandated adoption of low-sulfur diesel fuels.The elimination of sulfur-containing compounds from con-ventional diesel also removes the fuel constituents that contribute to the inherent lubricity of the fuel.Biodiesel has greater lubricity than conventional diesel,and blending biodiesel with low-sulfur fuel restores lubricity (Knothe et al.,2005).

However,the biggest advantage to using biodiesel,espe-cially given today’s environmental and political concerns,is that biodiesel in principle is a sustainable source of liquid transportation fuels and is essentially neutral with respect to the production of carbon dioxide.This is because the energy contained within the reduced hydrocarbon chains of biodie-sel is ultimately derived from the sun:plants capture solar energy using photosynthesis,converting carbon dioxide and water to the sugars from which TAGs are derived.Even when taking into account other inputs such as fertilizer and energy for transportation and conversion,biodiesel returns almost double the energy used for its production;its subsequent combustion in place of conventional diesel reduces green-house gas emissions by 40%(Hill et al.,2006).

O O 594Timothy P.Durrett et al.

a2008The Authors

Journal compilation a2008Blackwell Publishing Ltd,The Plant Journal ,(2008),54,593–607

Given the increase in crude oil prices and the introduction of various subsidies,the production of biodiesel in both the EU and the USA has expanded dramatically in recent years. From2002to2006,the production of biodiesel increased15-fold in the USA,and almost?vefold in the EU(Figure3a). Despite the relatively large recent increase in production in the USA,European production is still at least six times greater than that in the USA:in2006,Europe produced approximately5.6billion liters of biodiesel compared to0.86 billion liters produced in the USA.Consequently,the con-sumption of canola,soybean,palm and other oil crops for biodiesel has grown too.In the USA,it is estimated that approximately22%of domestic soybean oil production by2016will be devoted to biodiesel(US Department of Agriculture,2007a).The rapid expansion of EU and US plant oil consumption as a feedstock for biodiesel production has played a major role in achieving record high prices for plant oils.For example,soybean oil prices doubled from2001to 2007(Figure4a).

Of the two major renewable liquid fuels in current use, ethanol and biodiesel,the latter has several advantages over ethanol as a liquid fuel.First,biodiesel has a25%higher energy content per volume,which translates directly into greater fuel economy(Figure2).Second,ethanol can lead to corrosion of pipelines and therefore must be stored sepa-rately from petrol/gasoline and mixed before use.Third,a fermentation step is required for the conversion of carbo-hydrate to ethanol,which is then followed by substantial energy inputs to distil ethanol from water.In contrast,plant oils can be extracted and converted to biodiesel by pro-cesses that require comparatively low energy.These and other factors result in a‘net energy balance ratio’for biodiesel production that is three to four times more favorable for biodiesel from soybean than for ethanol from maize(Hill et al.,2006).The net energy balance ratio is the energy content of the fuel divided by the agricultural and production energy requirements.

Limitations of biodiesel

Despite the large increase in its use,biodiesel still represents a small percentage of total diesel consumption.For exam-ple,in2005,biodiesel contributed only about1.6%of the EU diesel fuel consumption(Commission of the European Communities,2007)and just over0.21%of that in the USA (US Department of Energy,2007).For comparison,ethanol provided approximately5%of US gasoline consumption in 2007.A number of factors,conceptually grouped into two areas,have contributed to the limited adoption of biodiesel. The?rst group consists of problems with the fuel charac-teristics of biodiesel,namely poor cold-temperature prop-erties,higher rates of oxidation and increased emission of nitrogen oxides(NO x)relative to conventional diesel.The second,and more signi?cant,group revolves around the inter-twined factors of cost and supply limitations.The big-gest factor affecting the cost of biodiesel production is the price of the input triacylglycerol.For example,in the USA,it has been estimated that the soybean oil input alone con-tributes88%of the total production costs of biodiesel(Haas et al.,2006).Glycerol produced during trans-esteri?cation

of

plant triacylglycerols has been a valuable side-product that has reduced the overall production cost of biodiesel. Recently,however,the large increases in biodiesel produc-tion have caused an excess of glycerol supply over demand, lowering the value of this by-product.Increasing use of glycerol,for example as a fermentation feedstock,will assist the economic viability of biodiesel production.

One of the reasons for the high price of the raw material input is competition from other commercial sectors,such as the food industry,for the use of plant oils.Historically,the low cost of crude oil meant that conventional diesel could be produced at less expense than biodiesel.The recent increases in crude oil prices relative to plant oil prices (Figure4b),combined with government tax policies or incentives,have greatly increased the economic competi-tiveness of biodiesel,leading to an increased production of this renewable fuel(Figure3a).However,even if biodiesel remains economically competitive,the current limited worldwide supply of plant oils prevents biodiesel from replacing conventional diesel to a major extent.Some theoretical examples illustrate the vast amount of plant oil production necessary to replace conventional diesel.Con-verting the entire2005USA soybean crop to biodiesel would replace only10%of conventional diesel consumed.Even the total world plant oil production of2005(approximately120 million metric tons)would only satisfy approximately80%of USA diesel demand(US Department of Agriculture,2007b; US Department of Energy,2007).As discussed previously, devoting a greater proportion of plant oils for the production of biodiesel has already contributed to higher vegetable oil prices(Figure4a),not only making biodiesel production more expensive but also having an impact on other sectors of the economy,such as food prices.

Biofuels ultimately derive their energy from the sun through photosynthesis;however,one limiting factor to this process is land on which to grow the appropriate crops.Additionally,in some parts of the world,water for irrigation is also scarce.Diverting land and water to higher-yielding energy crops is one,albeit highly simplis-tic,approach to increase world plant oil production.For example,soybeans are the second biggest source of plant oil in the world,providing29%of2005production total,

yet are one of the less ef?cient crops in terms of oil yield per hectare(Figure5).Canola(rape)produces at least double the oil per hectare compared with soybean, 1190l ha)1compared to446l ha)1.Thus,replacing soy with canola could signi?cantly increase plant oil produc-tion.In reality,however,such a scenario is unlikely,given not only problems with fungibility but also economic and environmental factors.Historically,soybeans have been grown primarily for their protein yield,and their replace-ment would greatly affect the supply of inexpensive protein used for animal feed.Additionally,unlike most other oilseed crops,soybean?xes atmospheric nitrogen (Kinney and Clemente,2005).Thus biodiesel derived from soybean requires less fertilizer input,reducing its environ-mental impact.Of all the major oil crops,the oil palm produces the greatest energy per hectare,particularly when net energy is considered(Figure5).However,oil palm has a limited range of suitable climate conditions. although efforts to expand oil palm growth in Africa and South America and to breed oil palms adapted to drier or cooler climates are underway.

The vast amount of plant oil needed to replace the world’s current and future fuel needs creates additional questions. As implied earlier,the conversion of plant oils to

biodiesel Figure4.Plant oil prices.

(a)Average oil prices in US$per tonne for soybean and canola oils.Dates represent crop years;for example,1995represents October1995to September1996.Data are taken from US Department of Agriculture(2007b).

(b)Plant oil prices expressed as a ratio of crude oil prices.The cost of purchasing soybean or canola oil containing an equivalent amount of energy to a barrel of crude oil was divided by the average weekly price of a barrel of crude oil.The crude oil prices for crop years representing October to September were averaged.Data were obtained from the Energy Information Administration(https://www.360docs.net/doc/e85765891.html,/dnav/pet/pet_pri_wco_k_w.htm).

596Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

competes with their use as food.Great care will therefore need to be taken to ensure that a large increase in biodiesel production does not affect the supply of food,especially to the world’s poorest citizens.Additionally,the large-scale cultivation of oil crops should ideally occur with minimal environmental impact.The increased use of biodiesel,particularly in Europe,has lead to higher amounts of palm oil being imported from south-east Asia.Unfortunately,in order to meet this demand,the expansion of palm planta-tions has resulted in tropical deforestation.As large-scale biodiesel use grows even further,it will be imperative to expand production without such destruction of natural ecosystems.Equally important will be the implementation of ef?cient farming practices to maintain soil fertility and minimize the use of increasingly valuable inputs such as fertilizer and water.

One way to increase world plant oil production without the ecosystem destruction involved by expanding crop land is to use marginal or non-arable wasteland.The tropical shrub Jatropha curcas is drought-resistant and is capable of growing on land that is unsuitable for other crops (Gubitz et al.,1999).Jatropha has been reported to produce large amounts of oil,as much as 1300l ha )1(Fairless,2007),but large-scale production may require the development of mechanized harvest and processing technologies.

Tall oil,a by-product from the paper and pulp industry,represents another potential source of TAG for the produc-tion of biodiesel.For example,approximately 700million liters of turpentine and tall oil are produced each year in the USA (Ragauskas et al.,2006).The production of biodiesel from TAGs derived from algae is another possibility,and is described further by Hu et al.(2008).

The following sections of this review will discuss ways in which plant biology can address some of the major limita-tions of biodiesel.Speci?cally,approaches to increase the production of plant oils and to improve the fuel properties of biodiesel will be described.Additionally,ideas regarding the use of plant oils directly as fuel will be discussed.Before addressing these approaches,a summary of fatty acid and TAG synthesis is presented.

Fatty acid and triacylglycerol production in plants Most plant oils are derived from triacylglycerols stored in seeds.During seed development,photosynthate from the mother plant is imported in the form of sugars,and the seed converts these into precursors of fatty acid biosynthesis.Glycolysis plays a central role in this conversion (Figure 6).The pyruvate produced by glycolysis is converted to ace-tyl CoA by the plastidic pyruvate dehydrogenase complex.As there are glycolytic enzyme isoforms in the plastid and the cytosol (Plaxton and Podesta,2006),it is not entirely clear which pathway is preferred in oil seeds.However,based on EST and microarray analysis in developing Ara-bidopsis seeds (Ruuska et al.,2002;White et al.,2000)and the analysis of mutants inactivated in plastid pyruvate kinase (Andre et al.,2007;Baud et al.,2007b),it seems likely that at least the later reactions of glycolysis relevant to oil biosyn-thesis proceed in the plastid (Figure 6).In green seeds,a recently discovered Rubisco bypass of the upper part of glycolysis in plastids provides higher carbon-use ef?ciency and allows re-?xation of CO 2formed by the plastid pyruvate dehydrogenase complex (Schwender et al.,2004).

Acetyl CoA produced in plastids from pyruvate is acti-vated to malonyl CoA;the malonyl group is subsequently transferred to acyl carrier protein (ACP)giving rise to malonyl ACP,the primary substrate of the fatty acid synthase complex.The formation of malonyl CoA is the committed step in fatty acid synthesis and is catalyzed by the highly regulated plastidic acetyl CoA carboxylase complex (Nikolau et al.,2003).

Plants contain a type II fatty acid synthase complex in plastids that is similar to that found in bacteria (Ohlrogge and Jaworski,1997;White et al.,2005).De novo fatty acid synthesis in the plastids proceeds by a repeated series of condensation,reduction and dehydration reactions that add two carbon units derived from malonyl ACP to the elongat-ing fatty acid chain,which stays conjugated to ACP during this process.In this manner,fatty acid chains containing

up

Figure 5.World oil crop production.

The total worldwide oil production (million tonnes)in 2005/2006for the major oil crops is represented by solid bars.The average oil yield (l ha )1)for each crop is also shown (hatched bars).It is important to note that yield numbers are subject to considerable geographic and temporal variation.Additionally,in the cases of palm and coconut,yield numbers represent production from mature plants and do not re?ect periods of lower production during establishment of the oil plantation.Production values are taken from US Department of Energy (2007)and US Department of Agriculture (2007b);yield data are from https://www.360docs.net/doc/e85765891.html, and Fairless (2007).

Biofuel production from plant triacylglycerols 597a2008The Authors

Journal compilation a2008Blackwell Publishing Ltd,The Plant Journal ,(2008),54,593–607

to18carbon atoms can be synthesized.The?rst desatura-tion step also occurs in the plastid;while the acyl chain is still conjugated to ACP a D9-desaturase converts stearoyl ACP to oleoyl ACP.Termination of fatty acid elongation is catalyzed by acyl ACP thioesterases,of which two main types exist in plants.The FatA class preferentially removes oleate from ACP,whereas FatB thioesterases are active with saturated and unsaturated acyl ACPs,and,in some species,with shorter-chain-length acyl ACPs(Mayer and Shanklin,2007; Pollard et al.,1991;Salas and Ohlrogge,2002).After release from ACP,the free fatty acids are exported from the plastid and converted to acyl CoAs.Nascent fatty acids can be incorporated into TAGs in developing seeds in a number of ways.For example,a series of reactions known as the Kennedy pathway results in the esteri?cation of two acyl chains from acyl CoA to glycerol-3-phosphate to form phosphatidic acid(PA)and,following phosphate removal, diacylglycerol(DAG).A diacyglycerol acyltransferase (DGAT),using acyl CoA as an acyl donor,converts DAG to TAG.Two classes of DGAT enzymes have been isolated (Cases et al.,1998,2001;Lardizabal et al.,2001),and ortho-logs have been identi?ed in numerous plant species.The two groups of proteins are unrelated,both in terms of sequence and structure.For example,type1DGATs are predicted to contain approximately nine transmembrane domains,whereas the type2DGATs probably only contain two such domains.

As an alternative to the simple Kennedy pathway,nascent fatty acids may be?rst incorporated into membrane lipids at the plastid envelope and/or in the endoplasmic reticulum. DAG and phosphatidylcholine(PC)are interchangeable via the action of cholinephosphotransferase,suggesting one route for the?ux of fatty acids into and out of PC.There is evidence to suggest that PC functions as an important intermediate in the formation of TAG,particularly molecular species containing polyunsaturated fatty acids.For example, additional desaturation of oleate(18:1)a occurs when it is esteri?ed to PC(reviewed by Ohlrogge and Jaworski,1997). Recent work has also demonstrated that newly synthesized fatty acids can be incorporated directly into PC via an acyl-editing mechanism,rather than through PA and DAG intermediates(Bates et al.,2007).Acyl chains from PC can be incorporated into TAG,either through conversion back to

a A brief note on lipid nomenclature:fatty acids can be designated as X:Y

where X represents the number of carbon atoms and Y represents the number

of double bonds.In some cases,the position of the double bond relative to the

carboxyl group is designated by delta(D).Thus oleate can be abbreviated as

18:1or18:1D9.

598Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

DAG or by the action of a phospholipid diacylglycerol acyltransferase(PDAT)that uses PC as an acyl donor to convert DAG to TAG(Dahlqvist et al.,2000).

Regulation of oil synthesis occurs at multiple levels(Hills, 2004).The conversion of sugars into TAG in developing seeds is a classic example for the developmental and tissue-speci?c regulation of metabolism.Global analysis of mRNAs in developing seeds of Arabidopsis provided a snapshot of speci?c expression pro?les of genes encoding enzymes that are predicted or known to be involved in the underlying pathways(Ruuska et al.,2002).For example,a transcription factor,WRINKLED1(WRI1),proposed to be involved in controlling oil biosynthesis was identi?ed in Arabidopsis (Baud et al.,2007a;Cernac and Benning,2004;Masaki et al., 2005).The corresponding wri1mutant is de?cient in oil biosynthesis and shows a reduction in the activity of glycolytic enzymes(Focks and Benning,1998).Other tran-scription factors are involved in the complex regulation of metabolism in developing oil seeds;a more detailed over-view of the transcriptional network in developing seeds is provided by Santos-Mendoza et al.(2008).Additional levels of control certainly involve allosteric enzyme regulation,for example at the level of acetyl CoA carboxylase(Hunter and Ohlrogge,1998;Nikolau et al.,2003)or plastid pyruvate kinase(Andre et al.,2007;Baud et al.,2007b).Metabolite (sugar)sensing mechanisms might provide input for inte-gration of primary metabolism in seeds,but are not yet understood at the mechanistic level(Rolland et al.,2006). Identifying the factors and understanding the mechanisms that control oil biosynthesis in plants will ultimately be the basis for successful engineering of oil content in vegetative plant tissues.

Improving the fuel properties of biodiesel

Plant oils are mostly composed of?ve common fatty acids, namely palmitate(16:0),stearate(18:0),oleate(18:1),lino-leate(18:2)and linolenate(18:3),although,depending on the particular species,longer or shorter fatty acids may also be major constituents.These fatty acids differ from each other in terms of acyl chain length and number of double bonds, leading to different physical properties.Consequently,the fuel properties of biodiesel derived from a mixture of fatty acids are dependent on that composition.Altering the fatty acid pro?le can therefore improve fuel properties of bio-diesel such as cold-temperature?ow characteristics,oxida-tive stability and NO x emissions.

Cold-temperature?ow characteristics

When diesel fuels are cooled,?ne crystals will form at the temperature de?ned as the cloud point(CP).These solid crystals can plug fuel?lters and block fuel lines,leading to problems with engine operation.If the fuel is cooled further,it will eventually become gel-like and can no longer be poured;the temperature at which this occurs is de?ned as the pour point(PP).No.2diesel fuel(the type most used in automobiles)has CP and PP values of around)16and )27°C,respectively,whereas biodiesel derived from soy-beans has much higher CP and PP values,around0and )2°C,respectively(Dunn and Bagby,1995;Lee et al.,1995). These high CP and PP values make current forms of pure biodiesel impractical for use in colder climates.The pres-ence of saturated methyl esters longer than C12signi?cantly increases both the CP and PP,even when blended with conventional diesel fuel(Serdari et al.,1999;Stournas et al., 1995).

Many solutions have been proposed to improve cold-temperature?ow characteristics of biodiesel:winterization, the use of additives,esteri?cation with branched alcohols, and altering the fatty acid composition of the input oil.Given the ineffectiveness and/or greater cost associated with these approaches(Dunn et al.,1996;Lee et al.,1995,1996), probably the best way to improve the cold-temperature?ow properties of biodiesel is to alter the fatty acid composition of the raw material.As long-chain saturated fatty esters signi?cantly increase the CP and PP,whereas unsaturated fatty acids have little effect when blended with diesel (Serdari et al.,1999;Stournas et al.,1995),reducing the saturated fatty acid content of plant oil can improve the cold-temperature?ow properties of the biodiesel derived from it. Indeed,the CP and PP of FAMEs derived from low-palmitate soybean oil are)7and)9°C respectively,at least5°C lower than for FAMEs from normal soybean oil(Lee et al.,1995).

Oxidation

Biodiesel,particularly from highly unsaturated sources, oxidizes more rapidly than conventional diesel.The oxida-tion of long-chain methyl esters typical of those found in biodiesel results in the initial accumulation of hydroperox-ides,which eventually polymerize forming insoluble sedi-ments that are capable of plugging?lters,fouling injectors and interfering with engine performance.The in?uence of molecular structure on the rate of oxidation of biodiesel is greater than the in?uence of environmental conditions such as air,light and the presence of metal(Knothe and Dunn, 2003).In particular,the number and position of double bonds in a fatty acid ester affect the rate of this auto-oxida-tion.For example,esters of linoleate are40times more reactive than oleate esters because they contain an easily oxidized bis-allylic methylene group between the two dou-ble bonds(Frankel,1998;Holman and Elmer,1947).Even low concentrations of polyunsaturated fatty esters have a disproportionately large effect on the oxidative stability of biodiesel(Knothe and Dunn,2003).

Therefore,one approach to improving oxidative stability will involve reducing the amounts of unsaturated(particu-Biofuel production from plant triacylglycerols599

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

larly polyunsaturated)fatty acids present in the input oil. Another approach is adding anti-oxidants to the fuel. Tertiary butylhydroquinone(TBHQ)can improve the oxida-tive stability of compounds containing fatty acyl chains (Canakci et al.,1999;Duplessis et al.,1985).Even more importantly,recent studies have shown that tocopherols (vitamin E)present naturally in soybean oil can reduce the rate of biodiesel oxidation by more than a factor of10 (Canakci et al.,1999;Knothe et al.,2005).An increased understanding of the pathways involved in the synthesis of tocopherols and tocotrienols(another major form of vita-min E in plants)has provided transgenic strategies to manipulate the levels of these anti-oxidants in soybeans and other crops(Cahoon et al.,2003;Karunanandaa et al., 2005);such alterations could therefore be incorporated when developing oil crops for biodiesel.

NO x emissions

As mentioned previously,diesel engines emit less carbon monoxide and particulate matter when operated with bio-diesel compared to regular conventional diesel.However,

NO x emissions are increased(Graboski and McCormick, 1998),probably as a result of higher combustion tempera-tures.Emissions studies of the constituent FAMEs typically present in biodiesel revealed that methyl palmitate,methyl laurate and methyl stearate all produce less NO x than stan-dard diesel,as do the methyl and ethyl esters of hydro-genated soybean oil.On the other hand,progressively increasing the number of double bonds in FAMEs resulted in a corresponding increase in NO x production.Further,methyl esters with longer fatty acid chains had lower NO x emissions (McCormick et al.,2001).Therefore,reducing the unsatu-rated(particularly the polyunsaturated)fatty acid content of the input oil should result in lower NO x emissions from the resulting biodiesel.

Engineering fatty acid pro?les to optimize

biodiesel fuel characteristics

Improving cold-temperature?ow characteristics requires a fuel with low saturated fatty acid levels,whereas increasing oxidative stability and reducing NO x emissions requires decreasing the amounts of unsaturated and polyunsaturated fatty acids.Additionally,the ignition quality(as measured by cetane number)is also adversely affected by increased unsaturation(Klopfenstein,1985;Serdari et al.,1999; Stournas et al.,1995).Given the antagonistic requirements between cold-temperature?ow characteristics on the one hand and oxidative stability,NO x emissions and cetane number on the other,there is no fatty acid pro?le that will provide a fuel for which all these parameters are optimal (Table1).However,a very good compromise can be reached by considering a fuel high in the mono-unsaturated fatty acids,such as oleate or palmitoleate(16:1D9),and low in both saturated and polyunsaturated fatty acids.The presence of a single double bond greatly enhances the cold-temperature ?ow properties of methyl oleate compared to methyl stearate (Serdari et al.,1999;Stournas et al.,1995).Various studies suggest that biodiesel with high levels of methyl oleate will have excellent,if not optimal,characteristics with regard to ignition quality,NO x emissions and fuel stability.For exam-ple,while unsaturation tends to reduce the cetane number of biodiesel,that of methyl oleate is higher than the minimal biodiesel standard(ASTM D6751;Knothe,2005).Addition-ally,it has been estimated that biodiesel fuels with an average of1.5double bonds per molecule will produce an equivalent amount of NO x to conventional diesel(McCormick et al., 2001),thus a fuel high in oleates(one double bond per molecule)should not result in higher NO x emissions.Finally, given that polyunsaturated fatty acids have a dispropor-tionably large effect on the auto-oxidation of biodiesel (Knothe and Dunn,2003),reducing the polyunsaturated fatty acid content will improve the stability of the fuel. Soybean lines with high levels of oleic acid and low levels of saturated and polyunsaturated fatty acids have been developed using a transgenic strategy that results in down-regulation of two genes involved in fatty acid synthesis (Buhr et al.,2002).Down-regulation of the FAD2-1gene, encoding a D12fatty acid desaturase,prevented the conver-sion of oleic acid to polyunsaturated fatty acids,resulting in increased levels of oleic acid.Additionally,preventing the release of saturated fatty acids from ACP by down-regulat-ing FatB,which encodes a palmitoyl ACP thioesterase, lowered the levels of saturated fatty acids.In this manner,?ve soybean lines were generated that had oleic acid levels Table1Comparison of the fuel properties of FAMEs commonly found in biodiesel with the fuel properties of conventional diesel Palmitate Stearate Oleate Linoleate Linolenate Carbons1618181818 Double

bonds

00123

Cold?ow a Worse Worse Similar ND ND

Fuel

stability b

Good Good Satisfactory Poor Poor

NO x

emissions c

Lower Lower Similar Higher Higher Ignition

quality d

Higher Higher Higher Similar Lower e

ND,no data.

a Evaluation of cold-?ow properties based on the CP and PP of FAMEs blended with conventional diesel(Serdari et al.,1999).

b Fuel stability comparisons are between the various FAMEs rather than with conventional diesel,and are derived from Frankel(1998) and Knothe and Dunn(2003).

c Derive

d from McCormick et al.(2001).

d Evaluation based on cetan

e numbers from Knothe(2005).

e Based on data for ethyl linolenate.

600Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

greater than85%and saturated fatty acid levels less than6%, compared to wild-type levels of17.9%and13.1%,respec-tively(Buhr et al.,2002).Consistent with predictions, biodiesel synthesized from these high-oleic soybeans demonstrated improved fuel characteristics with regard to cold-temperature?ow properties and NO x emissions(Tat et al.,2007).For example,compared to biodiesel derived from conventional soybean oil,the CP was lowered from1to )5°C,and the PP from0to)9°C.Also,NO x emissions from the high oleic acid biodiesel were only7.5%higher than those from No.2diesel fuel(compared to13.5%higher for biodiesel derived from conventional soybeans).Further improvement in CP and PP might be obtained by engineer-ing mono-unsaturated oils with shorter chain lengths.Some plant species,for example Doxantha unguis,accumulate high levels of16:1D9(Chisholm and Hopkins,1965),and the identi?cation and subsequent transformation of a variant acyl ACP desaturase from this species into Arabidopsis and canola resulted in transgenic lines with increased levels of 16:1D9(Bondaruk et al.,2007;Cahoon et al.,1998).Similar results were obtained in Arabidopsis plants expressing a castor ACP desaturase with enhanced activity towards 16:0ACP(Cahoon and Shanklin,2000).However,with both strategies,the total accumulation of16:1D9was low;higher levels of accumulation of18:1D11and20:1D13suggest that elongation of the desired16:1D9product resulted in accumulation of these other unusual fatty acids.

Direct use of plant oils as fuel

Altering the fatty acid composition of TAGs could also lead to the development of low-viscosity plant oils.As mentioned previously,the high viscosity of plant oils leads to poor fuel atomization,preventing their direct use as fuel in most modern diesel engines.The development of low-viscosity plant oils that could be used in engines directly would eliminate the need for chemical modi?cation,thus improv-ing the cost-effectiveness of biofuels.Viscosity increases with the number of acyl carbons,and is decreased by the presence of double bonds(Allen et al.,1999).Thus,low-molecular-weight TAGs and acetyl TAGs have lower vis-cosities than those typically found in conventional plant oils. Low-molecular-weight TAGs,such as tributyrin(4:0)up to tricaprin(10:0),are predicted to have better fuel atomization characteristics than conventional TAGs(Goodrum and Eiteman,1996).Indeed,fuel studies speci?cally examining the coking index(a measure of engine carbon deposition) revealed that Captex355,an arti?cial blend of tricaprin and tricaprylin(8:0),has a lower coking index than No.2diesel (Geller et al.,1999a).Seeds from the genus Cuphea are enriched for low-molecular-weight TAGs,containing satu-rated medium-chain fatty acids with lengths of8–14carbon atoms(Graham,1989),and could therefore be a source of such low-viscosity TAGs.Seed oil with elevated levels of tricaproin(6:0)and tricaprylin from a mutant of Cuphea viscosissimal had a coking index comparable to that of No.2 diesel(Geller et al.,1999a,b).However,one problem with the direct use of low-molecular-weight triacylglycerols is their poor cold-temperature?ow properties.Indeed,as saturated TAGs with acyl chains longer than eight carbons are solid at room temperature,it is not surprising that simulated Cuphea oil tends to solidify(Geller et al.,1999a,b).Blending is one possible approach to overcoming this problem:a20% mixture of Cuphea oil with conventional diesel had a coking index similar to that of No.2diesel(Geller et al.,1999a).An alternative,but admittedly more challenging,solution would be to develop plants that produce high levels of TAGs with a molecular weight less than that of tricaprylin.

Work is underway to develop Cuphea as a crop;for example,breeding lines with reduced seed shattering and increased seed oil have been developed(Knapp and Crane, 2000a,b).An alternative strategy is transferring the genes responsible for the accumulation of medium-chain fatty acids in Cuphea to an existing oil crop.One class of enzymes important in regulating the length of fatty acid chains in plants is the FatB acyl ACP thioesterases,which remove elongating fatty acid chains from ACP(Pollard et al.,1991). Such an acyl ACP thioesterase,Ch FatB2,has been isolated from Cuphea hookeriana,which accumulates up to75%8:0 and10:0in its seed oil.Subsequent expression of this gene in canola resulted in the accumulation of up to11%8:0 and27%10:0in the transgenic seed(Dehesh et al.,1996). However,these proportions are much lower than in Cuphea, and mean that additional puri?cation of the low-molecular-weight TAGs would have to occur prior to use as fuel.The low yield of novel fatty acids in transgenic plants is unfortunately a common problem and is one of the main reasons limiting the widespread production of unusual fatty acids using such approaches(Thelen and Ohlrogge,2002b).

A greater understanding of how plants direct the?ux of fatty acids into TAGs is therefore needed before these approaches become commercially practical.In this regard, co-expression with additional components of the fatty acid synthesis pathway appears to have some effect:for example,expressing a3-ketoacyl ACP synthase(KAS)from C.hookeriana with Ch FatB2enhanced the accumulation of caprylate and caprate by an additional30–40%(Dehesh et al.,1998).

Acetyl TAGs are a modi?ed TAG with a short two-carbon acetyl group rather than a longer acyl chain at the sn-3 position.This structure results in an oil of lower viscosity that has the potential to directly replace No.4diesel(a heavier grade).These unusual triacylglycerols are abundant in the seeds of some plant species,such as members of the genus Euonymus where they can form up to98%of the seed oil.As with Cuphea,these species are not currently suitable for development as oilseed crops.Therefore,the transfer of enzyme(s)necessary for acetyl TAG production has been Biofuel production from plant triacylglycerols601

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

explored.To this end,a type1diacylglycerol transferase (DGAT1)involved in the production of acetyl glycerides has been isolated from developing seeds of Euonymus alatus (Milcamps et al.,2005).However,as with the previous examples,the heterologous expression of Ea DGAT1failed to yield high levels of acetyl TAGs.

Design of new energy crops for biodiesel production

While improving the fuel characteristics of biodiesel will make its use more acceptable to consumers,the major obstacle to the large-scale adoption of biodiesel is produc-ing suf?cient amounts of plant triacylglycerols for fuel without greatly affecting the supply and cost of food.This situation has led to numerous efforts and proposals to develop alternative sources of biofuels.Although a large proportion of these efforts are focused on conversion of lignocellulosic feedstocks to ethanol,we outline below some speculative strategies for the design of new crops to produce biodiesel.

Historically,humans have bred plants for use as food,so agriculture has traditionally focused on increasing the yield and nutritional quality of the edible portion.New crop plants intended for production of biofuels will require different properties from those developed for food or?ber.One major focus of future research will be to produce plants with elevated levels of oils or other hydrocarbons in vegetative tissues that can be easily harvested and converted to biofuels.Thus,we can imagine that ideal biofuel crops will have increased levels of high-energy-content oils that will provide more usable energy per unit of land than crops that were designed for food production.

Increasing plant oil production

Increasing seed and/or oil yield per hectare is the obvious approach to providing suf?cient oil for biodiesel needs without diverting land from other uses.An increased understanding about how plants control the?ux of carbo-hydrates to synthesize fatty acids and TAGs,combined with genetic engineering,offers new strategies to increase oil yield.These efforts have typically focused on increasing the supply of fatty acid or glycerol-3-phosphate substrates or up-regulating the activity of one of the enzymes involved in attaching the fatty acids to the glycerol backbone.

For example,evidence suggests that oil synthesis may be limited by the production of fatty acids(Bao and Ohlrogge, 1999),the production of which is regulated by acetyl CoA carboxylase(ACCase).Reduction of ACCase activity lowered the fatty acid content in transgenic seeds(Thelen and Ohlrogge,2002a).However,substantially increasing ACCase activity may be quite complex.Not only is the enzyme feedback-inhibited and post-translationally regulated,but it is encoded by multiple genes(Nikolau et al.,2003).Some success has been achieved by expressing a cytosolic version of the enzyme that is encoded by a single gene.Addition of a plastid transit sequence targeted the introduced protein to chloroplasts,ultimately resulting in a5%increase in seed oil (Roesler et al.,1997).

More recent work has focused on the supply of glycerol-3-phosphate,which appears to limit the synthesis of triacyl-glycerols in rape seed(Vigeolas and Geigenberger,2004). Subsequently,increasing the glycerol-3-phosphate levels in developing seeds by over-expression of a yeast gene encod-ing a cytosolic glycerol-3-phosphate dehydrogenase(GPD1) resulted in a substantial increase in seed oil levels in transgenic rape grown in greenhouses(Vigeolas et al.,2007). Success in increasing plant oil levels has also been achieved by altering steps that acylate the glycerol back-bone.For example,lysophosphatidate acyltransferase (LPAT)catalyzes the addition of the second acyl chain to the sn-2position of lysophosphatidic acid(LPA),forming phosphatidic acid(PA,Figure6).Over-expression of an LPAT from yeast in Arabidopsis and Brassica resulted in an increase in seed oil content,as much as48%in some lines (Zou et al.,1997).Additional work has con?rmed that oil increases,although more modest,can also be achieved in the?eld(Taylor et al.,2002),thus demonstrating the potential agricultural utility of such genetic modi?cations. Altering the?nal step in TAG synthesis also affects the amount of seed oil produced.This reaction,which adds the third acyl chain,is catalyzed by a diacylglycerol acyltrans-ferase(DGAT,Figure6).Mutations in the Arabidopsis DGAT1gene result in a reduction in oil content(Katavic et al.,1995;Routaboul et al.,1999;Zou et al.,1999).Con-versely,over-expression of the Arabidopsis DGAT1gene in wild-type plants led to increased seed oil levels(Jako et al., 2001).Similarly,transformation of the same gene into tobacco resulted in increases in TAG levels in the leaves of various transgenic lines(Bouvier-Nave et al.,2000). Similarly,expression of a DGAT2gene from the oleaginous fungus Mortieralla rammanniana in soy reportedly resulted in small but signi?cant increases in seed oil content (Lardizabal et al.,2004).

While these advances are exciting,much of this research is at an early stage.In some cases,the increased oil trait needs to be transferred from a model species to an appro-priate oil crop.Additionally,rigorous?eld testing at various locations and over multiple growth seasons is necessary not only to determine whether percentage oil content increases are also re?ected in increased oil yield per hectare but also whether increases are stable and sustainable in a genetic background of elite,high-yielding commercial varieties.

Strategies to produce oil in vegetative tissues

Photosynthesis in leaves is the ultimate source of almost all biofuels.Once a leaf is developed,it undergoes a develop-

602Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

mental change from sink(absorbing nutrients)to source (providing sugars).In food crops,most sugars are translo-cated out of source leaves to support growth of new leaves, roots and fruits.Because translocation of carbohydrate is an active process,there is a loss of carbon and energy during translocation.Furthermore,after the developing seed takes up carbon from the mother plant,there are additional carbon and energy losses associated with the conversion of carbo-hydrate into the oil,protein or other major components of the seed(Goffman et al.,2005).For example,sun?ower seeds are estimated to release as CO2approximately40%of the carbon taken up by the developing embryo(Alonso et al.,2007).Suppression of?owering can signi?cantly reduce energy usage for?ower and fruit development,and is known to increase biomass yields in a number of crops including sugar cane,maize,root crops and tobacco (Berding and Hurney,2005;Salehi et al.,2005).

Thus,one objective for the design of new energy crops is to maximize the energy content of leaves and/or stems such that the whole above-ground plant is harvested and less carbon and energy is lost through translocation,?owering and seed production.A number of genetic modi?cations are known that block carbon export from leaves,resulting in up to50%starch and/or soluble carbohydrate by dry weight in leaves(Lu and Sharkey,2004;Maeda et al.,2006;Russin et al.,1996).For example,reduction of the sucrose trans-porter blocks carbon export from potato leaves,resulting in50%soluble carbohydrate and starch by dry weight (Riesmeier et al.,1994).One potential problem with these systems is that photosynthesis can be inhibited by starch, sucrose or other end-product accumulation(Paul and Foyer, 2001).Nevertheless,after exporting sucrose from the leaves, sugar cane accumulates very high levels of sucrose in vacuoles of the stalk(up to50%of stalk dry weight).In general,increasing the capacity for sucrose sequestration or other sink synthesis or accumulation results in increased photosynthesis(Laporte et al.,1997).For example,initial results indicate that sugar content can be doubled by conversion of sucrose to isomaltulose in sugar cane trans-formed with a bacterial sucrose isomerase(Wu and Birch, 2007).Thus,it may be possible to engineer leaves or stems to block carbon export or to sequester carbon in ways that do not lead to inhibition of photosynthesis.If biofuel accumulation in leaves or stems is inhibitory to photosyn-thesis or growth,it will be desirable to engineer plants in which carbon accumulation begins only after the leaves have reached their maximum size.Developmentally regu-lated promoters and senescence-induced promoters can counteract senescence while polymers are accumulating in leaves.For example,a senescence-related promoter can extend the period of carbon?xation of leaves(Gan and Amasino,1995).

Production of oil,rather than carbohydrate,in leaves or stems has several potential advantages.First,oils have double the energy content per carbon atom compared with carbohydrates(Figure2)and can be extracted with low energy inputs and low costs.Because no microbial fermen-tation is required,net energy yields from oil crops are inherently high.Second,the higher energy content stored in oil potentially provides a larger sink for photosynthesis, thereby reducing the likelihood of feedback suppression of photosynthesis.Third,when carbohydrates are fermented to ethanol,one third of the carbon is lost as CO2.However, when plants synthesize oil,CO2is released inside the cell in a concentrated form where it can be re-?xed by photosynthe-sis.This is important because uptake of CO2normally requires plants to open their stomata and there is a loss of 100–1000water molecules for every molecule of CO2taken up.As a consequence,water often limits photosynthesis and crop yields.The recapture of CO2released during oil synthesis(or other metabolism)does not‘cost’the plant water.Fourth,the conversion of carbohydrate to oil can be extremely ef?cient if reducing power is available.The Rubisco bypass pathway(Schwender et al.,2004)allows greater carbon-use ef?ciency,increasing the carbon recov-ered in oil from66%obtainable via glycolysis to80%via the bypass.Under agricultural cropping systems,light avail-ability and thus reducing power are usually not limiting to yield,and therefore adding energy to biomass by converting carbohydrate to oil can in principal occur without added agricultural inputs.

Because of their very high biomass yields and low fertilizer or other inputs,perennial grasses are projected to be a major future source of biofuels(Heaton et al.,2004).As the following calculation indicates,if20–25%of the dry matter of such a harvested crop is oil instead of lignocellu-lose,the energy value of the crop is nearly doubled.Taking 15tonnes per hectare as an average dry matter yield for a perennial grass(Heaton et al.,2004),an oil content of20–25%by weight will produce about3400l of biodiesel.This is roughly three and six times the yield of canola and soybean per hectare,respectively.The energy content of3400l of plant oil is113GJ.To recover the energy content of the cell wall/lignin as ethanol requires hydrolysis,fermentation and distillation;a rough estimate is that the gross energy recovered would be approximately117GJ.Thus,with20–25%oil in the harvested material,the recoverable energy content of the crop would be substantially higher.Because the extraction of oil and conversion to biodiesel requires less energy than lignocellulose hydrolysis,fermentation to ethanol and distillation,the net energy balance and green-house gas bene?ts for biodiesel are even more favorable (Hill et al.,2006).

Is it feasible to produce oil in leaves?

Although seeds(and surrounding mesocarp; e.g.palm, olive,avocado)are by far the greatest current commercial Biofuel production from plant triacylglycerols603

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

sources of plant oils,many other tissues are capable of abundant oil synthesis.Some wild species of tomato secrete up to20%of leaf dry weight as acylated sugars(Fobes et al., 1985),tubers of Cyperus esculentus accumulate26%oil (Zhang et al.,1996),and phloem tissue of Tetraena mon-golica stems contains approximately10%oil(Wang et al., 2007).TAG also accumulates during senescence of leaves (Kaup et al.,2002)and under stress(Sakaki et al.,1990a,b), and in Arabidopsis mutants disrupted in endoplasmic reticulum-to-chloroplast lipid traf?cking(Xu et al.,2005).As mentioned previously,the ectopic over-expression of Ara-bidopsis DGAT1in tobacco led to increases in leaf TAG levels(Bouvier-Nave et al.,2000).Another noteworthy mutant of Arabidopsis is pickle,which is de?cient in a chromatin remodeling factor and in which roots become embryo-like and produce seed storage compounds includ-ing oil(Ogas et al.,1997,1999).Thus,accumulation of oils in non-seed tissues clearly occurs in a number of plants.

The discovery of transcription factors and other regula-tory systems that control plant oil biosynthesis(Cernac and Benning,2004;Ohlrogge and Jaworski,1997;Ruuska et al., 2002)has suggested ways of producing oil in tissues other than seeds.Particularly promising is the WRI1transcription factor of Arabidopsis,which controls primary metabolism in the seeds and is required for seed oil biosynthesis(Baud et al.,2007a;Cernac and Benning,2004;Cernac et al.,2006; Focks and Benning,1998;Masaki et al.,2005;Ruuska et al., 2002).Ectopic expression of the WRI1transcription factor can lead to accumulation of oil in developing seedlings of Arabidopsis(Cernac and Benning,2004).Similar results have been reported for over-expression of the LEC2gene (Santos Mendoza et al.,2005)which acts upstream of WRI1 (Baud et al.,2007a).In addition,double mutants in HSI2and HSL1,two B3domain transcriptional repressors,accumulate oil in seedlings.Furthermore,callus derived from these seedlings continues to produce oil and storage proteins for at least14days(Tsukagoshi et al.,2007).In all these examples,oil accumulation required a supply of carbohy-drate,a situation that mimics developing seeds.

The availability of transcription factors controlling genes involved in seed maturation and storage accumulation provides interesting targets to engineer the production of oil in vegetative tissues or with which to develop a process to convert sugar into oil by seedling fermentation.As the ectopic expression of either WRI1or LEC2,or the repression of HS12and HSL1,leads to embryos or embryo-like tissues producing oil when fed with sugars,one could envisage a process in which,for example,seeds over-expressing WRI1 are germinated in a reactor that can be supplied with sugar-containing liquid substrate.Under such conditions,embryo-like tissues or seedlings should be able to accumulate oil as already shown for Arabidopsis seedlings expressing a WRI1 cDNA(Cernac and Benning,2004).Thus,combining agri-cultural and industrial processes based on plant seedlings might provide an alternative to the production of high-yielding oil crops in the?eld.

Conclusion

Given the increasingly large quantities of fossil fuels con-sumed,there is concern about the long-term availability of these non-renewable energy sources.Additionally,for much of the industrialized world,this energy has to be imported, resulting in negative trade balances.Biodiesel,produced from renewable and often domestic sources,represents a more sustainable source of energy and will therefore play an increasingly signi?cant role in providing the energy requirements for transportation.Equally important,the production and use of biodiesel results in reduced CO2 production.Thus,both the EU and the USA have set goals of deriving10%and30%,respectively,of their transportation energy needs from biofuels.However,with respect to biodiesel,a limited supply of plant oil feedstocks represents the biggest challenge to reaching these goals.Therefore,the production of plant oils needs to be expanded,preferably without major increases in food prices or damage to natural environments.Plant biology therefore has an important and perhaps critical part to play in the large-scale development of biodiesel.Already,an increased knowledge of how plants synthesize fatty acids has enabled successful engineering of the composition of plant oils,thereby providing a biodiesel with better fuel properties.Viable strategies for increasing oil production in seeds have also been demonstrated, although additional work is necessary to translate these to yield increases in the?eld.In addition,research at an early stage has also suggested ways of producing oil in vegetative tissue rather than in https://www.360docs.net/doc/e85765891.html,bining these approaches to develop high-yielding energy crops will increase the production of plant oils suitable for biodiesel.

Acknowledgements

We thank Tom Sharkey and Mike Pollard for helpful discussions. Work on plant and algal oil metabolism in the authors’laboratories was supported by a United States Department of Energy grant DE-FG02-87ER13729(J.O.),a United States National Science Foun-dation grant MCB0453858(C.B.),a United States Air Force Of?ce of Scienti?c Research grant FA9550-07-1-0212(C.B.),by BASF Plant Sciences(C.B.)and by the Michigan Agricultural Experiment Station (C.B.and J.O.).This work was supported by the National Research Initiative of the USDA Cooperative State Research,Education and Extension Service,grant number2005-35504-16195. References

Allen,C.A.W.,Watts,K.C.,Ackman,R.G.and Pegg,M.J.(1999) Predicting the viscosity of biodiesel fuels from their fatty acid ester composition.Fuel,78,1319–1326.

Alonso,A.P.,Goffman,F.D.,Ohlrogge,J.B.and Shachar-Hill,Y. (2007)Carbon conversion ef?ciency and central metabolic?uxes

604Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

in developing sun?ower(Helianthus annuus L.)embryos.Plant J. 52,296–308.

Andre,C.,Froehlich,J.E.,Moll,M.R.and Benning,C.(2007)A het-eromeric plastidic pyruvate kinase complex involved in seed oil biosynthesis in Arabidopsis.Plant Cell,19,2006–2022.

ASTM D6751-076(2007)Standard Speci?cation for Biodiesel Fuel (B100)Blend Stock for Distillate Fuels.West Conshohocken,PA: American Society for Testing and Materials.

ASTM D975-02(2002)Standard Speci?cation for Diesel Fuel Oils. West Conshohocken,PA:American Society for Testing and Materials.

Bao,X.M.and Ohlrogge,J.(1999)Supply of fatty acid is one limiting factor in the accumulation of triacylglycerol in developing embryos.Plant Physiol.120,1057–1062.

Bates,P.D.,Ohlrogge,J.B.and Pollard,M.(2007)Incorporation of newly synthesized fatty acids into cytosolic glycerolipids in pea leaves occurs via acyl editing.J.Biol.Chem.282,31206–31216. Baud,S.,Mendoza,M.S.,To,A.,Harscoet,E.,Lepiniec,L.and Dubreucq,B.(2007a)WRINKLED1speci?es the regulatory action of LEAFY COTYLEDON2towards fatty acid metabolism during seed maturation in Arabidopsis.Plant J.50,825–838.

Baud,S.,Wuilleme,S.,Dubreucq,B.,de Almeida,A.,Vuagnat,C., Lepiniec,L.,Miquel,M.and Rochat,C.(2007b)Function of plas-tidial pyruvate kinases in seeds of Arabidopsis thaliana.Plant J. 52,405–419.

Berding,N.and Hurney,A.P.(2005)Flowering and lodging,physi-ological-based traits affecting cane and sugar yield–what do we know of their control mechanisms and how do we manage them? Field Crops Res.92,261–275.

Bondaruk,M.,Johnson,S.,Degafu,A.,Boora,P.,Bilodeau,P., Morris,J.,Wiehler,W.,Foroud,N.,Weselake,R.and Shah,S. (2007)Expression of a cDNA encoding palmitoyl-acyl carrier protein desaturase from cat’s claw(Doxantha unguis-cati L.)in Arabidopsis thaliana and Brassica napus leads to accumulation of unusual unsaturated fatty acids and increased stearic acid content in the seed oil.Plant Breed.126,186–194.

Bouvier-Nave,P.,Benveniste,P.,Oelkers,P.,Sturley,S.L.and Schaller,H.(2000)Expression in yeast and tobacco of plant cDNAs encoding acyl CoA:diacylglycerol acyltransferase.Eur.J. Biochem.267,85–96.

Buhr,T.,Sato,S.,Ebrahim,F.,Xing,A.Q.,Zhou,Y.,Mathiesen,M., Schweiger, B.,Kinney, A.,Staswick,P.and Clemente,T. (2002)Ribozyme termination of RNA transcripts down-regulate seed fatty acid genes in transgenic soybean.Plant J.30,155–163. CRC Handbook of Chemistry and Physics(2008)88th Edition,Internet Version(Lide,D.ed.)Boca Raton:CRC Press/Taylor and Francis. Cahoon,E.B.and Shanklin,J.(2000)Substrate-dependent mutant complementation to select fatty acid desaturase variants for metabolic engineering of plant seed oils.Proc.Natl Acad.Sci. USA,97,12350–12355.

Cahoon, E.B.,Shah,S.,Shanklin,J.and Browse,J.(1998)A determinant of substrate speci?city predicted from the acyl–acyl carrier protein desaturase of developing cat’s claw seed.Plant Physiol.117,593–598.

Cahoon,E.B.,Hall,S.E.,Ripp,K.G.,Ganzke,T.S.,Hitz,W.D.and Coughlan,S.J.(2003)Metabolic redesign of vitamin E biosyn-thesis in plants for tocotrienol production and increased antioxi-dant content.Nat.Biotechnol.21,1082–1087.

Canakci,M.,Monyem,A.and Van Gerpen,J.(1999)Accelerated oxidation processes in biodiesel.Trans.ASAE,42,1565–1572. Cases,S.,Smith,S.J.,Zheng,Y.W.et al.(1998)Identi?cation of a gene encoding an acyl CoA:diacylglycerol acyltransferase,a key enzyme in triacylglycerol synthesis.Proc.Natl https://www.360docs.net/doc/e85765891.html,A,95, 13018–13023.Cases,S.,Stone,S.J.,Zhou,P.,Yen,E.,Tow,B.,Lardizabal,K.D., Voelker,T.and Farese,R.V.,Jr(2001)Cloning of DGAT2,a second mammalian diacylglycerol acyltransferase,and related family members.J.Biol.Chem.276,38870–38876.

Cernac,A.and Benning,C.(2004)WRINKLED1encodes an AP2/ EREB domain protein involved in the control of storage com-pound biosynthesis in Arabidopsis.Plant J.40,575–585. Cernac,A.,Andre,C.,Hoffmann-Benning,S.and Benning,C.(2006) WRI1is required for seed germination and seedling establish-ment.Plant Physiol.141,745–757.

Lide,D.(ed)(2008)CRC Handbook of Chemistry and Physics,88th Edition(Internet version).Boca Raton:CRC Press/Taylor and Francis.

Chisholm,M.J.and Hopkins,C.Y.(1965)Fatty acids of doxantha seed oil.J.Am.Oil Chem.Soc.42,49–50.

Commission of the European Communities(2007)Communication from the Commission to the Council and the European Parlia-ment:Biofuels Progress Report.Brussels,Belgium:Commission of the European Communities.

Dahlqvist,A.,Stahl,U.,Lenman,M.,Banas,A.,Lee,M.,Sandager, L.,Ronne,H.and Stymne,H.(2000)Phospholipid:diacylglycerol acyltransferase:an enzyme that catalyzes the acyl-CoA-indepen-dent formation of triacylglycerol in yeast and plants.Proc.Natl https://www.360docs.net/doc/e85765891.html,A,97,6487–6492.

Dehesh,K.,Jones,A.,Knutzon,D.S.and Voelker,T.A.(1996)Pro-duction of high levels of8:0and10:0fatty acids in transgenic canola by overexpression of Ch FatB2,a thioesterase cDNA from Cuphea hookeriana.Plant J.9,167–172.

Dehesh,K.,Edwards,P.,Fillatti,J.,Slabaugh,M.and Byrne,J. (1998)KAS IV:a3-ketoacyl-ACP synthase from Cuphea sp.is a medium chain speci?c condensing enzyme.Plant J.15,383–390.

Domalski,E.S.,Jobe,T.L.,Milne,T.A.and The American Society of Mechanical Engineers Research Committee on Industrial and Municipal Wastes(1987)Thermodynamic Data for Biomass Materials and Waste Components.New York:American Society of Mechanical Engineers.

Dunn,R.O.and Bagby,M.O.(1995)Low-temperature properties of triglyceride-based diesel fuels–transesteri?ed methyl-esters and petroleum middle distillate/ester blends.J.Am.Oil Chem.Soc. 72,895–904.

Dunn,R.O.,Shockley,M.W.and Bagby,M.O.(1996)Improving the low-temperature properties of alternative diesel fuels:vegetable oil-derived methyl esters.J.Am.Oil Chem.Soc.73,1719–1728. Duplessis,L.M.,Devilliers,J.B.M.and Vanderwalt,W.H.(1985) Stability studies on methyl and ethyl fatty-acid esters of sun-?owerseed oil.J.Am.Oil Chem.Soc.62,748–752.

Fairless,D.(2007)Biofuel:the little shrub that could–maybe.Nat-ure,449,652–655.

Fobes,J.F.,Mudd,J.B.and Marsden,M.P.F.(1985)Epicuticular lipid-accumulation on the leaves of Lycopersicon pennellii(Corr)Darcy and Lycopersicon esculentum Mill.Plant Physiol.77,567–570. Focks,N.and Benning,C.(1998)wrinkled1:a novel,low-seed-oil mutant of Arabidopsis with a de?ciency in the seed-speci?c reg-ulation of carbohydrate metabolism.Plant Physiol.118,91–101. Frankel,E.N.(1998)Lipid Oxidation.Dundee,UK:Oily Press. Gan,S.S.and Amasino,R.M.(1995)Inhibition of leaf senescence by autoregulated production of cytokinin.Science,270,1986–1988. Geller, D.P.,Goodrum,J.W.and Campbell, C.C.(1999a)Rapid screening of biologically modi?ed vegetable oils for fuel perfor-mance.Trans.ASAE,42,859–862.

Geller,D.P.,Goodrum,J.W.and Knapp,S.J.(1999b)Fuel properties of oil from genetically altered Cuphea viscosissima.Ind.Crops Prod.9,85–91.

Biofuel production from plant triacylglycerols605

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

Goffman,F.D.,Alonso,A.P.,Schwender,J.,Shachar-Hill,Y.and Ohlrogge,J.B.(2005)Light enables a very high ef?ciency of car-bon storage in developing embryos of rapeseed.Plant Physiol. 138,2269–2279.

Goodrum,J.W.and Eiteman,M.A.(1996)Physical properties of low molecular weight triglycerides for the development of bio-diesel fuel models.Biores.Technol.56,55–60.

Graboski,M.S.and McCormick,R.L.(1998)Combustion of fat and vegetable oil derived fuels in diesel engines.Progr.Energy Combust.Sci.24,125–164.

Graham,S.A.(1989)Cuphea–a new plant source of medium-chain fatty-acids.Crit.Rev.Food Sci.Nutr.28,139–173.

Gubitz,G.M.,Mittelbach,M.and Trabi,M.(1999)Exploitation of the tropical oil seed plant Jatropha curcas L.Biores.Technol.67,73–82.

Haas,M.J.,McAloon,A.J.,Yee,W.C.and Foglia,T.A.(2006)A pro-cess model to estimate biodiesel production costs.Biores. Technol.97,671–678.

Heaton,E.,Voigt,T.and Long,S.P.(2004)A quantitative review comparing the yields of two candidate C-4perennial biomass crops in relation to nitrogen,temperature and water.Biomass Bioenergy,27,21–30.

Hill,J.,Nelson,E.,Tilman,D.,Polasky,S.and Tiffany,D.(2006) Environmental,economic,and energetic costs and bene?ts of biodiesel and ethanol biofuels.Proc.Natl https://www.360docs.net/doc/e85765891.html,A,103, 11206–11210.

Hills,M.J.(2004)Control of storage-product synthesis in seeds. Curr.Opin.Plant Biol.7,302–308.

Holman,R.T.and Elmer,O.C.(1947)The rates of oxidation of unsaturated fatty acids and esters.J.Am.Oil Chem.Soc.24,127–129.

Hu,Q.,Sommerfeld,M.,Jarvis,E.,Ghirardi,M.,Posewitz,M., Seibert,M.and Darzins,A.(2008)Microalgal triacylglycerols as feedstocks for biofuel production:perspectives and advances. Plant J.54,621–639.

Hunter,S.C.and Ohlrogge,J.B.(1998)Regulation of spinach chlo-roplast acetyl-CoA carboxylase.Arch.Biochem.Biophys.359, 170–178.

Jako,C.,Kumar,A.,Wei,Y.D.,Zou,J.T.,Barton,D.L.,Giblin,E.M., Covello,P.S.and Taylor,D.C.(2001)Seed-speci?c over-expres-sion of an Arabidopsis cDNA encoding a diacylglycerol acyl-transferase enhances seed oil content and seed weight.Plant Physiol.126,861–874.

Karunanandaa,B.,Qi,Q.G.,Hao,M.et al.(2005)Metabolically engineered oilseed crops with enhanced seed tocopherol.Metab. Eng.7,384–400.

Katavic,V.,Reed,D.W.,Taylor,D.C.,Giblin,E.M.,Barton,D.L.,Zou, J.T.,Mackenzie,S.L.,Covello,P.S.and Kunst,L.(1995)Alteration of seed fatty-acid composition by an ethyl methanesulfonate-in-duced mutation in Arabidopsis thaliana affecting diacylglycerol acyltransferase activity.Plant Physiol.108,399–409.

Kaup,M.T.,Froese,C.D.and Thompson,J.E.(2002)A role for diacylglycerol acyltransferase during leaf senescence.Plant Physiol.129,1616–1626.

Kinney,A.J.and Clemente,T.E.(2005)Modifying soybean oil for enhanced performance in biodiesel blends.Fuel Process.Tech-nol.86,1137–1147.

Klopfenstein,W.E.(1985)Effect of molecular-weights of fatty-acid esters on cetane numbers as diesel fuels.J.Am.Oil Chem.Soc. 62,1029–1031.

Knapp,S.J.and Crane,J.M.(2000a)Registration of high oil Cuphea germplasm VL186.Crop Sci.40,301–301.

Knapp,S.J.and Crane,J.M.(2000b)Registration of reduced seed shattering Cuphea germplasm PSR23.Crop Sci.40,299–300.Knothe,G.(2005)Dependence of biodiesel fuel properties on the structure of fatty acid alkyl esters.Fuel Process.Technol.86, 1059–1070.

Knothe,G.and Dunn,R.O.(2003)Dependence of oil stability index of fatty compounds on their structure and concentration and presence of metals.J.Am.Oil Chem.Soc.80,1021–1026. Knothe,G.and Steidley,K.R.(2005)Kinematic viscosity of biodiesel fuel components and related compounds.In?uence of compound structure and comparison to petrodiesel fuel components.Fuel, 84,1059–1065.

Knothe,G.,Van Gerpen,J.H.and Krahl,J.(2005)The Biodiesel Handbook.Champaign,IL:AOCS Press.

Laporte,M.M.,Galagan,J.A.,Shapiro,J.A.,Boersig,M.R., Shewmaker,C.K.and Sharkey,T.D.(1997)Sucrose-phosphate synthase activity and yield analysis of tomato plants transformed with maize sucrose-phosphate synthase.Planta,203,253–259. Lardizabal,K.D.,Mai,J.T.,Wagner,N.W.,Wyrick,A.,Voelker,T.and Hawkins,D.J.(2001)DGAT2is a new diacylglycerol acyltrans-ferase gene family:puri?cation,cloning,and expression in insect cells of two polypeptides from Mortierella ramanniana with diacylglycerol acyltransferase activity.J.Biol.Chem.276,38862–38869.

Lardizabal,K.D.,Bennett,K.A.and Wagner,N.W.(2004)Diacyl-glycerol Acyltransferase Nucleic Acid Sequences and Associated Products.United States Patent Application20040107459.

Lee,I.,Johnson,L.A.and Hammond,E.G.(1995)Use of branched-chain esters to reduce the crystallization temperature of biodiesel. J.Am.Oil Chem.Soc.72,1155–1160.

Lee,I.,Johnson,L.A.and Hammond,E.G.(1996)Reducing the crystallization temperature of biodiesel by winterizing methyl soyate.J.Am.Oil Chem.Soc.73,631–636.

Lu,Y.and Sharkey,T.D.(2004)The role of amylomaltase in maltose metabolism in the cytosol of photosynthetic cells.Planta,218, 466–473.

Maeda,H.,Song,W.,Sage,T.L.and DellaPenna,D.(2006)Toc-opherols play a crucial role in low-temperature adaptation and phloem loading in Arabidopsis.Plant Cell,18,2710–2732. Masaki,T.,Mitsui,N.,Tsukagoshi,H.,Nishii,T.,Morikami,A.and Nakamura,K.(2005)ACTIVATOR of Spo(min)::LUC1/WRIN-KLED1of Arabidopsis thaliana transactivates sugar-inducible promoters.Plant Cell Physiol.46,547–556.

Mayer,K.M.and Shanklin,J.(2007)Identi?cation of amino acid residues involved in substrate speci?city of plant acyl-ACP thioesterases using a bioinformatics-guided approach.BMC Plant Biol.7,1.

McCormick,R.L.,Graboski,M.S.,Alleman,T.L.and Herring,A.M. (2001)Impact of biodiesel source material and chemical structure on emissions of criteria pollutants from a heavy-duty engine. Environ.Sci.Technol.35,1742–1747.

Milcamps,A.,Tumaney,A.W.,Paddock,T.,Pan,D.A.,Ohlrogge,J. and Pollard,M.(2005)Isolation of a gene encoding a1,2-diacyl-glycerol-sn-acetyl-CoA acetyltransferase from developing seeds of Euonymus alatus.J.Biol.Chem.280,5370–5377.

Nikolau,B.J.,Ohlrogge,J.B.and Wurtele,E.S.(2003)Plant biotin-containing carboxylases.Arch.Biochem.Biophys.414,211–222. Ogas,J.,Cheng,J.C.,Sung,Z.R.and Somerville,C.(1997)Cellular differentiation regulated by gibberellin in the Arabidopsis thali-ana pickle mutant.Science,277,91–94.

Ogas,J.,Kaufmann,S.,Henderson,J.and Somerville,C.(1999) PICKLE is a CHD3chromatin-remodeling factor that regulates the transition from embryonic to vegetative development in Arabid-opsis.Proc.Natl https://www.360docs.net/doc/e85765891.html,A,96,13839–13844.

Ohlrogge,J.B.and Jaworski,J.G.(1997)Regulation of fatty acid synthesis.Annu.Rev.Plant Physiol.Plant Mol.Biol.48,109–136.

606Timothy P.Durrett et al.

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

Paul,M.J.and Foyer,C.H.(2001)Sink regulation of photosynthesis. J.Exp.Bot.52,1383–1400.

Plaxton,W.C.and Podesta,F.E.(2006)The functional organization and control of plant respiration.Crit.Rev.Plant Sci.25,159–198. Pollard,M.R.,Anderson,L.,Fan,C.,Hawkins,D.J.and Davies,H.M. (1991)A speci?c acyl-ACP thioesterase implicated in medium-chain fatty-acid production in immature cotyledons of Umbellu-laria californica.Arch.Biochem.Biophys.284,306–312. Ragauskas,A.J.,Nagy,M.,Kim,D.H.,Eckert,C.A.,Hallett,J.P.and Liotta,C.L.(2006)From wood to fuels:integrating biofuels and pulp production.Ind.Biotechnol.2,55–65.

Riesmeier,J.W.,Willmitzer,L.and Frommer,W.B.(1994)Evidence for an essential role of the sucrose transporter in phloem loading and assimilate partitioning.EMBO J.13,1–7.

Roesler,K.,Shintani,D.,Savage,L.,Boddupalli,S.and Ohlrogge,J. (1997)Targeting of the Arabidopsis homomeric acetyl-coenzyme A carboxylase to plastids of rapeseeds.Plant Physiol.113,75–81. Rolland,F.,Baena-Gonzalez,E.and Sheen,J.(2006)Sugar sensing and signaling in plants:conserved and novel mechanisms.Annu. Rev.Plant Biol.57,675–709.

Routaboul,J.M.,Benning,C.,Bechtold,N.,Caboche,M.and Lepi-niec,L.(1999)The TAG1locus of Arabidopsis encodes for a diac-ylglycerol acyltransferase.Plant Physiol.Biochem.37,831–840. Russin,W.A.,Evert,R.F.,Vanderveer,P.J.,Sharkey,T.D.and Briggs, S.P.(1996)Modi?cation of a speci?c class of plasmodesmata and loss of sucrose export ability in the sucrose export defective1 maize mutant.Plant Cell,8,645–658.

Ruuska,S.A.,Girke,T.,Benning,C.and Ohlrogge,J.B.(2002)Con-trapuntal networks of gene expression during Arabidopsis seed ?lling.Plant Cell,14,1191–1206.

Ryan,T.W.,Dodge,L.G.and Callahan,T.J.(1984)The effects of vegetable oil properties on injection and combustion in two dif-ferent diesel engines.J.Am.Oil Chem.Soc.61,1610–1619. Sakaki,T.,Kondo,N.and Yamada,M.(1990a)Pathway for the synthesis of triacylglycerols from monogalactosyldiacylglycerols in ozone-fumigated spinach leaves.Plant Physiol.94,773–780. Sakaki,T.,Saito,K.,Kawaguchi,A.,Kondo,N.and Yamada,M. (1990b)Conversion of monogalactosyldiacylglycerols to triacyl-glycerols in ozone-fumigated spinach leaves.Plant Physiol.94, 766–772.

Salas,J.J.and Ohlrogge,J.B.(2002)Characterization of substrate speci?city of plant FatA and FatB acyl-ACP thioesterases.Arch. Biochem.Biophys.403,25–34.

Salehi,H.,Ransom,C.B.,Oraby,H.F.,Seddighi,Z.and Sticklen,M.B. (2005)Delay in?owering and increase in biomass of transgenic tobacco expressing the Arabidopsis?oral repressor gene FLOWERING LOCUS C.J.Plant Physiol.162,711–717.

Santos Mendoza,M.,Dubreucq,B.,Miquel,M.,Caboche,M.and Lepiniec,L.(2005)LEAFY COTYLEDON2activation is suf?cient to trigger the accumulation of oil and seed speci?c mRNAs in Ara-bidopsis leaves.FEBS Lett.579,4666–4670.

Santos-Mendoza,M.,Dubreucq,B.,Baud,S.,Parcy,F.,Caboche,M. and Lepiniec,L.(2008)Deciphering the regulatory networks that control seed development and maturation in Arabidopsis.Plant J. 54,608–620.

Schwender,J.,Goffman,F.,Ohlrogge,J.B.and Shachar-Hill,Y. (2004)Rubisco without the Calvin cycle improves the carbon ef?ciency of developing green seeds.Nature,432,779–782. Serdari,A.,Lois,E.and Stournas,S.(1999)Impact of esters of mono-and dicarboxylic acids on diesel fuel quality.Ind.Eng. Chem.Res.38,3543–3548.

Stournas,S.,Lois,E.and Serdari,A.(1995)Effects of fatty-acid derivatives on the ignition quality and cold?ow of diesel fuel. J.Am.Oil Chem.Soc.72,433–437.Tat,M.E.,Wang,P.S.,Van Gerpen,J.H.and Clemente,T.E.(2007) Exhaust emissions from an engine fueled with biodiesel from high-oleic soybeans.J.Am.Oil Chem.Soc.84,865–869. Taylor,D.C.,Katavic,V.,Zou,J.T.et al.(2002)Field testing of transgenic rapeseed cv.Hero transformed with a yeast sn-2 acyltransferase results in increased oil content,erucic acid con-tent and seed yield.Mol.Breed.8,317–322.

Thelen,J.J.and Ohlrogge,J.B.(2002a)Both antisense and sense expression of biotin carboxyl carrier protein isoform2inactivates the plastid acetyl-coenzyme A carboxylase in Arabidopsis thali-ana.Plant J.32,419–431.

Thelen,J.J.and Ohlrogge,J.B.(2002b)Metabolic engineering of fatty acid biosynthesis in plants.Metab.Eng.4,12–21. Tsukagoshi,H.,Morikami,A.and Nakamura,K.(2007)Two B3 domain transcriptional repressors prevent sugar-inducible expression of seed maturation genes in Arabidopsis seedlings. Proc.Natl https://www.360docs.net/doc/e85765891.html,A,104,2543–2547.

US Department of Agriculture(2007a)An Analysis of the Effects of an Expansion in Biofuel Demand on U.S.Agriculture.Washing-ton,DC:The Economic Research Service and Of?ce of the Chief Economist,US Department of Agriculture.

US Department of Agriculture(2007b)Oilseeds:World Markets and Trade.Circular Series FOP09-07.Washington,DC:Foreign Agri-cultural Service,US Department of Agriculture.

US Department of Energy(2007)Annual Energy Outlook2007. Report Number DOE/EIA-0383.Washington,DC:Energy Infor-mation Administration,US Department of Energy.

Vigeolas,H.and Geigenberger,P.(2004)Increased levels of glyc-erol-3-phosphate lead to a stimulation of?ux into triacylglycerol synthesis after supplying glycerol to developing seeds of Brassica napus L.in planta.Planta,219,827–835.

Vigeolas,H.,Waldeck,P.,Zank,T.and Geigenberger,P.(2007) Increasing seed oil content in oil-seed rape(Brassica napus L.)by over-expression of a yeast glycerol-3-phosphate dehydrogenase under the control of a seed-speci?c promoter.Plant Biotechnol.J. 5,431–441.

Wang,G.,Lin,Q.Q.and Xu,Y.(2007)Tetraena mongolica Maxim can accumulate large amounts of triacylglycerol in phloem cells and xylem parenchyma of stems.Phytochemistry,68,2112–2117. White,J.A.,Todd,T.,Newman,T.,Focks,N.,Girke,T.,de Ilarduya, O.M.,Jaworski,J.G.,Ohlrogge,J.B.and Benning,C.(2000)A new set of Arabidopsis expressed sequence tags from developing seeds.The metabolic pathway from carbohydrates to seed oil. Plant Physiol.124,1582–1594.

White,S.W.,Zheng,J.,Zhang,Y.M.and Rock,C.O.(2005)The structural biology of type II fatty acid biosynthesis.Annu.Rev. Biochem.74,791–831.

Wu,L.and Birch,R.G.(2007)Doubled sugar content in sugarcane plants modi?ed to produce a sucrose isomer.Plant Biotechnol.J. 5,109–117.

Xu,C.C.,Fan,J.,Froehlich,J.E.,Awai,K.and Benning,C.(2005) Mutation of the TGD1chloroplast envelope protein affects phos-phatidate metabolism in Arabidopsis.Plant Cell,17,3094–3110. Zhang,H.Y.,Hanna,M.A.,Ali,Y.and Nan,L.(1996)Yellow nut-sedge(Cyperus esculentus L)tuber oil as a fuel.Ind.Crops Prod. 5,177–181.

Zou,J.T.,Katavic,V.,Giblin,E.M.,Barton,D.L.,MacKenzie,S.L., Keller,W.A.,Hu,X.and Taylor, D.C.(1997)Modi?cation of seed oil content and acyl composition in the brassicaceae by expression of a yeast sn-2acyltransferase gene.Plant Cell,9,909–923.

Zou,J.T.,Wei,Y.D.,Jako,C.,Kumar,A.,Selvaraj,G.and Taylor,D.C. (1999)The Arabidopsis thaliana TAG1mutant has a mutation in a diacylglycerol acyltransferase gene.Plant J.19,645–653.

Biofuel production from plant triacylglycerols607

a2008The Authors

Journal compilationa2008Blackwell Publishing Ltd,The Plant Journal,(2008),54,593–607

交通事故三维模拟演示系统

交通事故三维模拟演示系统 产品简介 交通事故三维模拟演示系统集成了三维360度全景照相技术、三维虚拟现实动态仿真技术(增强现实技术)为一体,完全满足现在公安系统里现场全景照相、全景三维测量、三维重建、模拟、和分析的应用。是北京金视和科技有限公司集十几年来图形图像和三维仿真领域的尖端科研成果,并结合多年来对公安交通系统的调研数据进行定制化开发的解决方案。 交通事故三维模拟演示系统生成高度逼真的三维场景图片和动画片。把这些全景图片、三维场景、动画片和声音、文字结合,为侦查、技术、指挥人员生成各种三维虚拟案件现场场景的多媒体影音和影像材料。对这些数字化多媒体信息进行分析、演示,并可以在网络服务器上发布、保存、修改案例,其他用户可以通过网络服务器进行查询、观看案例。为案件的侦破、记录、汇报、存档查询,都提供了便利的直观方便。 交通事故三维模拟演示系统是由三维数字化图形软件和360°全自动机器 人拍摄系统组成。是基于图形图像和三维仿真领域的尖端科研成果,并结合多年来对交通事故处理部门的调研数据进行定制化开发的解决方案。 产品特点 交通事故三维模拟演示系统搭载的全景拍摄系统,由高端单反数码相机、精密鱼眼镜头和全自动拍摄云台组成,可以在一分钟内拍摄一组完整的现场全景图片,并以全自动方式进行拼接融合,无须人工干预拼接过程。达到交通事故现场快速全景重建的目的。 在传统的工作流程当中,由于人为、天气等外界因素干扰,事故现场很容易在短时间内遭到破坏和干扰。鉴于事故现场的特殊性,快速、完整、准确的保存事故现场,交通事故现场不可能像刑事案件现场那样长时间保留。交警在记录事故现场时,大多是通过昂贵的单反数码相机,直观的对事故现场进行大量的物证和场景拍摄,在后期分析事故现场时由于照片数量繁多,很难建立起事故现场的形象认知,甚至有可能会漏拍一些关键信息。借助360°全自动机器人拍摄系统将真实交通事故现场的完整的保存下来,可以在撤离交通事故现场后随时在交通事故现场全景图上进行截图、测量和分析。 现场采集物证图像及多场景热点添加在真实的交通事故现场中需要拍摄大量的现场细节图像(车辆痕迹、道路痕迹、现场环境、尸体、现场散落物和遗留物、血迹等)。但大量的现场图片容易让技术人员混淆物证,这对于日后的案情分析来说有重大影响。交通事故三维模拟演示系统的热点添加功能可以将所有采集到的现场细节图像以超级链接方式添加到现场全景图和三维重建现场中,并且可以用鼠标双击放大凸显细节图像,还可以创建文件夹对物证图像进行组织分类、可重命名以及删改细目照片资源,为事故过程分析带来极大的帮助。

模拟演练与培训系统方案

模拟演练与3D培训系统方案 煤科集团沈阳研究院有限公司 2014/2/28

一、模拟演练技术资料 DMX-135A仿真模拟与演练评价系统说明 1.系统型号 DMX-135 A 通道长度 多功能模拟训练系 统 2.系统简介 “3D-VR煤矿事故仿真和安全培训 演练系统”是我院与澳大利亚新南威尔 士大学合作开发的一套应用于煤矿安全培训的大型沉浸式仿真演练系统。我院通过借助UNSW(新南威尔士大学)的世界领先技术及软硬件平台,开发出符合我国国情的煤矿安全培训模块。本系统可由危险识别、灾害模拟、自救逃生、救护救援等多个安全培训模块组成,本系统模块是按照国家煤矿安全规程和新编煤矿安全技术培训教材编制

而成。采用虚拟现实(VR)技术、360度环屏投影播放技术、12.1环绕立体声技术、3D电影技术、计算机网络协同处理技术为煤矿工人安全和技能培训提供一流的“沉浸式”培训环境,将安全培训装备和质量提升到一个崭新的水平。 通过使用本系统,创建一个逼真的虚拟现实世界,使学员在体验各种真实场景同时,学习各模块相关操作知识,认识灾害的发生、发展过程及危害,并通过问答式的交互学习,快速掌握每个模块的操作步骤及要点。从而提高矿工的整体技术水平、思想素质、及各种突发状况的应对能力,从而使煤矿整体操作能力及防范意识得到提高,真正进入规范化管理阶段,降低各种事故发生的概率。 DMX-135A多功能模拟训练系统通道总长135米,分三层,旨在通

过仿真救灾现场的严峻条件,人为设置测试科目,使训练人员背负呼吸器,在黑暗、噪音、浓烟、高温的模拟条件下,按照预先设定的工作程序,完成正确穿越各种障碍,并按规定动作完成抢险、伤员营救等工作。它可以测量出训练人员最大身体承受能力和心理承受能力,评定受训人员能否正确使用呼吸器及抢险救援任务等的完成情况。 最 额定电压:380V,允许偏差±10%; 谐波:不大于5%; 频率:50Hz,允许偏差±5%; 3.3 系统组成 系统由以下部分组成:

汽油机电控系统模拟教学演示台设计

摘要 随着我国汽车保有量的大幅度上升,高新技术产品和装置在汽车上的不断引入和普及与汽车维修业高素质从业人员不足之间的矛盾显得日益突出。发动机电控技术是汽车专业的一门核心技术,理论性与实践性很强。开发发动机电控系统模拟教学实验台,能便于学生认识和学习发动机电控系统的工作原理。发动机电控系统模拟实验台可以广泛应用于科研、教学等方面,通过对发动机工作过程的模拟、显示,可以提高汽车从业人员的知识掌握水平及实际操作能力,增强对汽车电控系统的认识和掌握,为学生学习和掌握发动机电控系统的工作原理提供帮助。 本设计是以教学展示为前提,主要介绍了发动机电控系统的控制内容、发展简史与前景、组成与工作原理,并在此基础上设计电控系统模拟实验台的相关内容。主要包括实验台架的设计、电控系统的零部件布置、电动机转速控制等内容。这个教学实验台能够演示发动机的起动和正常工作过程,并且设置了测量点。通过完成对实验台的设计,可以深刻理解和掌握发动机电控系统的组成和工作原理、机械设计与机械制图的相关知识,最终设计出一款及机械、电控于一体化的产品。 关键词:发动机电控系统;电动机控制;实验台;单片机;PWM

ABSTRACT With significant increase of the number of automobile,the contradiction between high-tech products and devices, the constant introduction in the car and popularization of high-quality vehicle maintenance trade and lack of practitioners become increasingly prominent. Engine electronic control technology is the theoretical and practical of a core technology and theoretical and practical very strong. Electronic control system simulation teaching test can make students to understand and learn the engine electronic control system works easy. Engine electronic control simulation system can be widely used in scientific research, teaching, etc. By displaying of the course of the engine simulation process, it can be employed to improve motor vehicle mastery level of knowledge and practical ability, and enhance the automotive electronic control system of understanding and mastering, for the students to learn and master the engine control system works to help. The design is based on the premise of teaching show, this paper introduces control content system of the engine electronic control, brief history of and prospects for development, composition and working principle and design on the basis of electronic control system simulation test-bed of related content. It mainly includes the design of bench testing, electrical control system layout of components, such as motor speed control. The teaching experiment platform to demonstrate the engine start and normal work processes, and set the measurement points. The design of the test-bed by accomplish can help learns to understand and master the engine electronic control system components, a final design and mechanical and electrical control products in the integration. Key words: Engine Electrical Control System;Motor Control;Test-bed;microcontroller;PWM

模拟演练系统

第1章模拟演练系统 模拟训练系统软件应用上与其它终端台分离,形成一套能够独立完成模拟接处警过程和调度过程的软件,不影响系统正常的接处警工作。系统能够为操作人员、指挥员分别提供模拟演练功能以及在线考试功能,并能对训练和考试情况进行评估。模拟训练软件分为五大功能:典型案例查询、指挥员调度指挥训练、在线考试和训练质量评估。 典型案例查询 典型案例查询模块实现对典型案例进行查询,对查询结果进行浏览。根据查询信息可以演示的发生、发展及处臵的全过程。 指挥员训练试题维护 此功能用于添加、维护和删除指挥员训练的试题。其中又包括训练因素和训练试题维护。训练试题是由一个一个的训练因素组成,用户可以根据自己的需求来不断丰富训练因素库,从而达到生成情况复杂多样的指挥员训练试题的效果。 指挥员模拟训练 指挥员模拟训练模块则是训练、考核指挥员员的业务能力和调度水平。指挥员要为训练试题中的各种复杂因素制定出合理的调度方案,并给出详细的总体调度方案。 训练试题评审 接警员和指挥员的训练试题生成后还不能马上用来训练,必须经过有权限的领到审批发布后才会出现在可训练的试题库中。审批和发布是分开的,只有通过了审批的训练试题才可以发布。 训练评估 训练质量评估系统则是根据训练过程中系统记录下来的各项考核指标结果对训练质量人为的给出一个合理的评估。评估过程中系统将给出事先录入的标准答案。 虚拟现实(Virtual Reality)模拟训练 通过在训练中设定各种实战中的实际环境及情境,达到对实际情况的仿真,达到实战训练的效果。

在线考试 在线考试是基于WEB的一个功能模块,用户可以在线维护考试科目,考试题目,生成考卷,考试,查询成绩等。

智能用电综合模拟演示平台的建设

智能用电综合模拟演示平台的建设 邵瑾,李铮,张晶 (中国电力科学研究院,北京市海淀区 100192) CONSTRUCTION OF COMPREHENSIVE SIMULATION AND DEMO PLATFORM FOR SMART ELECTRIC CONSUMPTION SHAO Jin, LI Zheng, ZHANG Jing (China Electric Power Research Institute, Haidian District, Beijing 100192, China) ABSTRACT: This paper analyzes need and practical significance of comprehensive simulation and demo platform of smart electric consumption, present with construction principle, system structure, function module, networking of communication, and application. The focus of discussion is put on design scheme for functional modules, such as load management, monitoring of distribution transformer, automatic meter reading and monitoring of unusual electricity consumption. Finally, summary and expectation is forwarded to application of the demo platform. KEY WORDS: smart grid, smart electric consumption, comprehensive simulation, demo platform 摘要:本文分析了智能用电综合模拟演示平台的需求和现实意义,介绍了演示平台的建设原则、系统结构、功能模块、通信组网、应用分析等内容。重点介绍了负荷管理、配变监测、集中抄表及异常用电监测等功能模块的设计方案,最后对演示平台的应用进行了总结和展望。 关键词:智能电网,智能用电,综合模拟,演示平台 1引言 利用现代通信技术、信息技术、营销技术,建设智能用电服务体系是智能电网的重要内容之一。智能用电,依托坚强电网和现代管理理念,利用高级量测、高效控制、高速通信、快速储能等技术,实现市场响应迅速、计量公正准确、数据实时采集、收费方式多样、服务高效便捷,构建智能电网与电力用户电力流、信息流、业务流实时互动的新型供用电关系。将供电端到用户端的所有设备,透过传感器连接,形成紧密完整的用电网络,并对信息加以整合分析,实现电力资源的最佳配置,达到降低用户用电成本、提升可靠性、提高用电效率的目的。 智能用电综合模拟演示平台(以下称演示平台),是智能用电各种专业系统和技术的集成实验环境。演示平台既是一个一体化的数据采集和监控系统,也是一个硬件、软件、业务、技术高度融合的模拟实验平台。演示平台是以软件为中枢指挥、设备为支撑骨架、信道为信息通道、功能为业务流程、展示为技术目标的综合模拟系统,该平台的应用对于引领智能电网科技创新,展示和验证智能用电和智能通信科技成果、宣传普及节能减排和清洁能源利用都具有重要意义。 2演示平台建设原则 演示平台建设原则是分阶段原则、分模块原则与可扩展原则。 分阶段原则:建设初期是已现有用电信息采集系统为基础,包括负荷管理、配变监测、集中抄表和异常用电监测等内容。建设后期演示平台将不断引入智能用电最新技术的研究和应用成果,对初期平台进行改进和完善。 分模块原则:智能用电涉及的内容很多,这就需要选择主要和典型的功能和业务,通过建立功能模块的方式对各项功能和业务进行综合展示。 可扩展原则:考虑到未来智能电网新标准、新规范和新技术的应用,对系统的软硬件设备都会造成一定的影响,因此在整个系统和设备的冗余度、开放性和接口设计上预留有足够的扩展空间,为未来的系统及设备升级和扩展做好技术准备。 3演示平台系统结构

系统演示方案

系统演示方案 编写本方案目的在于,演示时有较好的步骤性和目的性,充分演示系统的各种功能及性能。 1、系统初始状态 系统的初始状态如下,各PLC均为停机状态,通信控制服务器设备状态表显示均为黄点显示。 2、系统的启动 1、首先启动各上位机服务器,然后通过查询分析器模拟工程师服务器启动MPLC,命令如下: SP_NewCommand 'Engineer_Server','Comunication_Server','SB08','Z000','KJ' 执行此命令后,通信控制服务器中设备状态表炉门PLC应为运行状态,绿点显示。指令表中正确显示各指令。 2、然后依次开启HPLC1~HPLC4 SP_NewCommand 'Engineer_Server','Comunication_Server','SB02','Z000','KJ' SP_NewCommand 'Engineer_Server','Comunication_Server','SB03','Z000','KJ' SP_NewCommand 'Engineer_Server','Comunication_Server','SB04','Z000','KJ' SP_NewCommand 'Engineer_Server','Comunication_Server','SB05','Z000','KJ' 通信控制服务器中各PLC应显示正确状态。 3、通过PLC模拟程序,模拟CPLC1和ZPLC1上传请求开机指令。 @XT03Z100SB06QQKJ 1196# @XT04Z100SB07QQKJ 1198# 通信控制服务器应做出正确应答,并开启相应PLC,设备列表显示

相关主题
相关文档
最新文档