SlideShare a Scribd company logo
Available online at www.sciencedirect.com
ScienceDirect
European Journal of Protistology 55 (2016) 95–101
New challenges in microalgae biotechnology
Federico Valverdea,∗, Francisco J. Romero-Camperoa,b, Rosa Leónc, Miguel G. Guerreroa,
Aurelio Serranoa,∗
a
Instituto de Bioquímica Vegetal y Fotosíntesis, Universidad de Sevilla y CSIC, Av. Américo Vespucio 49, 41092 Sevilla, Spain
b
Department of Computer Science and Artificial Intelligence, ETSII, Universidad de Sevilla, Av. Reina Mercedes s/n, 41012 Sevilla, Spain
c
Área de Bioquímica – Departamento de Química y Ciencia de los Materiales, Facultad de Ciencias Experimentales, Universidad de Huelva,
Av. de las Fuerzas Armadas, 21071 Huelva, Spain
Available online 23 March 2016
Abstract
Photosynthetic protists, also called microalgae, have been systematically studied for more than a century. However, only
recently broad biotechnological applications have fostered a novel wave of research on their potentialities as sustainable resources
of renewable energy as well as valuable industrial and agro-food products. At the recent VII European Congress of Protistology
held in Seville, three outstanding examples of different research strategies on microalgae with biotechnological implications
were presented, which suggested that integrative approaches will produce very significant advances in this field in the next future.
In any case, intense research and the application of systems biology and genetic engineering techniques are absolutely essential
to reach the full potential of microalgae as cell-factories of bio-based products and, therefore, could contribute significantly to
solve the problems of biosustainability and energy shortage.
© 2016 Elsevier GmbH. All rights reserved.
Keywords: Algae biotechnology; Biofuels; Genetic engineering; Microalgae; Photosynthetic protists; Systems biology
Introduction
Energy and its sustainable production is one of the most
important resources for mankind. Sunlight is by far the most
important input of energy to Earth, and photosynthesis is
the main biological process channeling solar energy into
the biosphere. Eukaryotic microalgae are a taxonomically
broad and heterogeneous group of phototrophic protists of
increasing biotechnological interest due to their higher pho-
tosynthetic efficiencies relative to land plants (microalgae
contribute up to 25% of global photosynthetic productiv-
ity), elevated growth rates and vast metabolic capabilities
∗Corresponding authors.
E-mail addresses: federico.valverde@ibvf.csic.es (F. Valverde),
aurelio@ibvf.csic.es (A. Serrano).
(Raven and Falkowski 1999). In particular, the green microal-
gae (Chlorophyta) share the same photosynthetic machinery
as the higher plants, according to their close phylogenetic
relationships.
Microalgae such as Chlorophyceae and Bacillariophyceae
use sunlight energy and a simple set of abundant, cheap
resources (carbon dioxide, water and minerals) to generate
a potential large number of valuable products of tech-
nological interest. These products can be applied, either
directly or after transformation, in industrial, pharmaceuti-
cal and agro-food processes; examples are carotenoids, oils,
polysaccharides, pigments, bioethanol, hydrogen, microal-
gal biomass (Cadoret et al. 2012; Finazzi et al. 2010; León
et al. 2008). Indeed, some microalgal species accumulate
important amounts of these compounds under specific envi-
ronmental conditions, so this biotechnologically relevant
http://dx.doi.org/10.1016/j.ejop.2016.03.002
0932-4739/© 2016 Elsevier GmbH. All rights reserved.
96 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101
phenotypic feature is amenable to optimization by genetic
engineering approaches (Cadoret et al. 2012; León et al.
2008).
This review summarizes the contributions presented by
three microalgal biotechnologists at the symposium New
Challenges in Microalgae Biotechnology held during the VII
European Congress of Protistology, which was organized for
the first time as a joint meeting in partnership with the Inter-
national Society of Protistologists (VII ECOP – ISOP Joint
Meeting) in Seville, Spain, 5–10 September 2015. The use
of microalgae as sustainable oil sources for biofuels will be
evaluated and discussed in the first section, given that some
of these phototrophic protists intrinsically accumulate high
oil levels (up to more than 80% of the dry weight). Significant
recent advances in the development of genetic manipula-
tion tools, aimed to improve biotechnological features of
microalgae as sources of renewable resources, are presented
in the second contribution. Finally, the application of com-
putational modeling as a systems biology strategy to better
understand microalgal metabolic and cell signaling networks
will doubtless contribute to discover novel properties with
relevant biotechnological implications, as is presented in
the third contribution. In any case, it is clear that intense
research and the application of genetic engineering are abso-
lutely essential to reach the full potential of microalgae
as cell factories and, therefore, will significantly con-
tribute to solve the problems of biosustainability and energy
shortage.
Biofuel from microalgae?
Microalgae are a polyphyletic group and a huge pool of
biological diversity. Properties typical of higher plants are
combined in microalgae with biotechnologically amenable
attributes of microbial cells. These and other properties of
microalgae (such as their metabolic plasticity, tolerance to
extreme environmental conditions and amenability to genetic
engineering), are valuable for bioindustry. These photo-
synthetic microorganisms are a source of compounds with
commercial value, such as carotenoids, phycobiliproteins,
polyunsaturated fatty acids, polysaccharides and an array of
bioactive compounds for agriculture and food, feed, pharma-
ceutical, cosmetic, and chemical industries. Microalgae can
also be of use in the recovery of wastewater and in abatement
of carbon dioxide.
Microalgae have been proposed as an alternative source for
renewable biofuel, capable of meeting the global demand for
transport fuels. Although the “microalgae to biofuel” concept
was first suggested in the 1940s, it has recently received new
attraction and support. A seminal article by Yusuf Chisti pub-
lished in 2007 (Chisti 2007) has been particularly effective in
drawingtheattentionofresearchersandinvestors.Inthisway,
many research groups were attracted to the field, together
with commercial ventures established thereafter. According
to data available in Thomson Reuters’ Web of ScienceTM, the
number of published items per year on “biofuel from microal-
gae” has grown exponentially, from less than 5 before 2007
to over 390 in 2014.
Attention on microalgae for biotechnological reasons has
also benefited from the fact that mass production of liquid
biofuels from plant biomass is being increasingly ques-
tioned. The “food versus fuel” dilemma and the limitations
in available fertile land for a world’s growing population are
reasons to reconsider the biofuel production from crop plants
(Searchinger et al. 2015). Microalgae represent an alternative
toland plants, since cultures could be developed in non-arable
land, employing brackish, saline or even waste water, as well
as carbon dioxide from flue gases as carbon source. Values
for expected fuel productivity around 20,000 L per hectare
and year seem reasonable for outdoor culture of microalgae
(Moody et al. 2014), although some substantially higher pro-
jections are frequently argued in the literature. However, most
of the projected values originate from gross extrapolations,
bothinareaandtime,fromshort-termtrialsinsmallsizefacil-
ities, if not directly from laboratory experiments. Analogous
considerations apply to published life cycle assessments and
to production prices appraisals for either biomass or biofuel
from microalgae. The escalation of these processes offers a
very challenging subject for applied research.
Up to now, scarcity of scientific and technical knowledge,
as well as limited practical experience, determines a high
price for microalgal biomass and the biofuel thereof. The
lowest production cost in commercial algae production seems
to be about US$ 4–5 per kg algal biomass. Significant R&D
efforts are currently being addressed to the development of
viable processes able to massively generate microalgal biofu-
els at prices that can compete with those of established fuels
(Sing et al. 2013). The production step has to be considerably
improved, but also harvesting, biomass drying and extraction
of biofuel precursor and its conversion into the final product
still need substantial optimization.
Selection of the most appropriate microalgal strains is
a key issue (Fig. 1). Not just the content of the biofuel
precursor (either fermentable sugars or fatty acids) should
be considered, but rather the production capacity, looking
for the optimal combination of product level and biomass
productivity. The continuous culture approach is the most
appropriate methodology for the screening of microalgae for
the purpose of biofuel production, as it allows the determi-
nation of real productivity for a particular biofuel precursor
(Del Río et al. 2015). Also crucial in the selection of the
strain is the ability to develop outdoors as a monoalgal cul-
ture throughout the year. Many expectations are placed on
the potential of genetic engineering for the generation of
strains with superior productivity of either fatty acids or fer-
mentable carbohydrates, but further development of novel
techniques for efficient manipulation of microalgae is still
needed.
Production of biofuels is largely policy-driven and its pro-
fitability has been questioned, even at oil prices above US$
100/barrel (bbl). Current average price for crude oil is around
F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 97
Fig. 1. Pseudokirchneriella subcapitata (Raphidocelis subcapitata; Chlorophyta, Chlorophyceae, Sphaeropleales, Selenastraceae) and
Chlorococcum olefaciens (Chlorophyta, Chlorophyceae, Chlamydomonadales, Chlorococcaceae), two strains with a great potential as oil
producing microalgae (Del Río et al. 2015). Microphotographs kindly supplied by Dr. Esperanza Del Río.
US$ 50/bbl, and it is expected to increase up to about US$
90/bbl by 2025 (World Bank Group 2015). Within this frame-
work it does not seem that conventional biofuels have an easy
way to develop in the near future, worst still when consider-
ing those from microalgae. In such a scenario and in order
to compete with oil at current prices, the production price
for microalgal biomass containing 25% oil should be around
US$ 0.1/kg. At such prices, protein-rich microalgal biomass
would compete favorably with other protein sources, such as
soybean (current price, US$ 0.4/kg).
The question therefore is, does it make sense to use
microalgal biomass for fuel or rather as food/feed?
Development of new molecular tools for
genetic engineering of eukaryotic microalgae
In the last years, there has been an increasing interest on
the genetic engineering of microalgae, as a potential tool
for economically feasible production of bulk materials and
to enhance productivity of high-added compounds (Wijffels
and Barbosa 2010). However, routine genetic manipulation
has been limited to a few species until recently. The lack
of suitable promoters and other regulatory sequences are,
besides low efficiency and instability of transgenes expres-
sion, the main difficulties preventing nuclear transformation
of new microalgal strains (León and Fernández 2007). Since
low expression of exogenous genes is hampering the efficient
engineering of metabolic pathways and the use of microalgae
as platforms for the production of recombinant proteins, it is
necessary to develop new tools, which ensure stability and
high expression levels of the transgenes.
Here, we propose a new method to express transgenes
in microalgae: co-transformation with two naked promoter-
less genes, a selectable antibiotic-resistant gene and the gene
of our interest (Fig. 2). These genes are randomly inserted
into the nuclear genome so that their transcription relies on
their adequate insertion in a region adjacent to an endoge-
nous genomic promoter or in frame with a native gene.
This approach is especially appropriate to transform microal-
gal species for which no endogenous promoters or specific
expression plasmids have been designed. The fact that the
transgenes are expressed under the control of endogenous
promoters reduces the risk of silencing events and their
integration into the genomic environment of the promoter
guarantees the presence of enhancers, transcription factors
or other regulatory regions essential for the adequate expres-
sion of the transgene. A promoter-less co-transformation
approach has been successfully used to express yeast floc-
culins in Chlamydomonas reinhardtii in order to obtain
transgenic microalgal strains with higher self-flocculation
ability than the control of untransformed ones (Díaz-Santos
et al. 2015). Flocculation is very important from the engineer-
ing point of view if we consider that microalgal harvesting
can make up 30% of the total cost of algal biomass pro-
duction (Salim et al. 2012). However, cloning of flocculins
has been limited by their toxicity to bacteria caused by their
excessive length and large number of tandem repeats in their
central domain. Promoter-less co-transformation avoids the
need of cloning because large amounts of DNA from the
desired gene can be directly obtained by amplification or by
artificial synthesis and inserted in the genome of the host
strain.
We have designed also a plasmid for the translational
fusion of the gene of interest with a selectable antibiotic-
resistant gene, where the protein of interest and the protein
conferring resistance to the antibiotic, fused by a self-
cleaving peptide (De Felipe et al. 2006), are processed from
the same polyprotein. Screening transformants with increas-
ing amounts of the selective antibiotic provides a simple
method for selecting clones with the highest expression level
of the selectable marker gene and, consequently, of the gene
of interest; furthermore, maintaining the transformants under
selective conditions improves the stability of the transgenes.
Although much work is still necessary, these new molecu-
lar tools will allow the improvement of transgene expression
in microalgal nuclei and the genetic modification of new
species of industrial interest.
98 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101
Fig. 2. Co-transformation of the chlorophycean microalga Chlamydomonas with two naked promoter-less genes. The aminoglycoside
3 phosphotransferase encoding gene from Streptomyces rimosus (SrAPHVIII), which confers resistance to paromomycin, and the BLE
gene, which encodes the bleomycin binding protein from Streptoalloteichus hindustanus (ShBLE) and confers resistance to the antibiotic
bleomycin, have been chosen as selectable gene and gene of interest, respectively, to check the efficiency of this co-transformation approach.
Interestingly, in a high percentage of the obtained transformants, both genes are not only adequately incorporated in the nuclear genome, but
also efficiently transcribed and translated.
A study on the basic helix-loop-helix
transcription factor family in
Chlamydomonas reinhardtii using the gene
co-expression network ChlamyNET
The photosynthetic protist Chlamydomonas reinhardtii is
the most important model organism for unicellular green
algae (Hanikenne 2003; Harris 2001; Matsuo and Ishiura
2011; Slaveykova et al. 2016). Recently, Chlamydomonas has
attracted attention due to its potential biotechnological appli-
cations (Kruse and Hankamer 2010; Sivakumar et al. 2010).
In order to characterize different Chlamydomonas strains
and their response to different conditions, a massive amount
of ‘omics’ data has been produced (Castruita et al. 2011;
Gonzalez-Ballester et al. 2010; Miller et al. 2010; Urzica et al.
2012). In order to integrate these data and generate systemic
and global characterizations, a first approach based on molec-
ular systems biology has been taken (Dal’Molin et al. 2011;
Lopez et al. 2011; Romero-Campero et al. 2013; Zheng et al.
2014). In this study, we used ChlamyNET (Romero-Campero
et al. 2016), a gene co-expression network that integrates
RNA-seq data, to analyze the basic helix-loop-helix (bHLH)
transcription factor (TF) family in Chlamydomonas. Specifi-
cally, using ChlamyNET, we have determined the biological
processes potentially regulated by bHLH TFs and the DNA
sequences recognized by them.
The bHLH transcription factor family of plants is char-
acterized by the presence of a conserved protein domain
consisting of two ␣ helices connected by a loop and identified
in the Protein family (Pfam) database with the id PF00010.
Recent genomic analyses have identified eight bHLH TFs in
the Chlamydomonas genome (Pérez-Rodríguez et al. 2010).
Seven of these transcriptions factors exhibit significant gene
co-expression patterns and can be identified in ChlamyNET
using its search utility and the bHLH Pfam id PF00010,
as shown in Fig. 3A. These TFs constitute three different
clusters (Fig. 3B). The biggest cluster includes the bHLH
genes Cre14.g620850, Cre01.g011150, g4643 and g4645
and it is located at the core of ChlamyNET. bHLHs are co-
expressed with a significantly high number of genes, which
makes them hub genes in the network playing key roles in
the transcriptome robustness and information processing.
In order to determine the potential biological processes
regulated by bHLH TFs in Chlamydomonas, we performed
a Gene Ontology (GO) term enrichment analysis over the
genes co-expressed with them using ChlamyNET. We identi-
fied transmembrane transport and carbohydrate metabolism
as the two most significant biological processes potentially
regulated by the bHLH TFs in Chlamydomonas (Fig. 3C). For
instance, the genes Cre02.g110800 and Cre13.g569850 that
codify for nitrate and ammonium transporters respectively
are highly co-expressed with the bHLH TF Cre01.g011150.
This bHLH TF is also highly co-expressed with genes cod-
ifying for proteins involved in nitrogen metabolism such
as the nitrite and nitrate reductases, Cre09.g410750 and
Cre09.g410950, respectively. At the same time, the genes
Cre08.g384750 and g3160 that codify for an alpha-amylase
and an isoamylase respectively are highly co-expressed with
the bHLH TF Cre14.g620850.
In order to determine DNA sequences potentially recog-
nized by the bHLH TFs in Chlamydomonas we analyzed,
using ChlamyNET, the promoter sequences of the genes co-
expressed with them. This analysis revealed that the E-box
sequence and one of its variant recognized by the PIF5 TF in
Arabidopsis thaliana actually appeared in the promoters of
many genes highly co-expressed with bHLH TFs (Fig. 3D).
These DNA sequences are present, for instance, in the pro-
moters of the genes Cre02.g110800 and Cre13.g569850 that
codify for nitrate and ammonium transporters respectively
and in the promoter of the gene Cre08.g384750 that codify
for an alpha-amylase.
Summarizing, the analysis using ChlamyNET suggests
that the family of bHLH TFs plays a key role in the regulation
F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 99
Fig. 3. (A) Localization of the bHLH TFs in the gene co-expression network ChlamyNET. Note that Cre14.g620850, Cre01.g011150, g4645
and g4643 are gene hubs located at the core of the network suggesting important roles of these genes in the regulation of Chlamydomonas
transcriptome. (B) Heatmap representing the co-expression level between bHLH TFs. Red color represents high co-expression whereas blue
represents low co-expression. Observe that bHLH TFs are organized into three different clusters. (C) Gene Ontology term enrichment over
the genes co-expressed with bHLH TFs. Transmembrane transport and carbohydrate metabolism are the two most likely biological processes
regulated by bHLH TFs. (D) Identification of significant DNA sequences in the promoters of genes co-expressed with bHLH TFs. The E-box
and one of its variant recognized in Arabidopsis by the protein PIF5 are likely to constitute transcription factor binding sites for bHLH in
Chlamydomonas. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
of relevant biological processes in Chlamydomonas physiol-
ogy such as transmembrane transport and nitrogen/carbon
metabolism. This regulation seems to be exerted through
recognition of E-boxes and similar DNA sequences located
in the promoter of potential target genes. These in silico pre-
dictions should be taken as a hypothesis that needs in vivo
and in vitro validation.
Prospects
In order to cope with the high expectations created in the
microalgal biotechnological field, a number of challenges
will need to be addressed in the near future. In this review we
have shown a small sample of these solutions; other impor-
tant aspects related to the genetic manipulation of algae and
upscaling of the laboratory experimental biomass production
trials to large, industrial installations, will be needed.
As new ecological niches are prospected and new massive
big-data techniques are employed, the number of accounted
photosynthetic protists is rising. Today we know some 50,000
microalgal species, but estimates suggest more than 500,000
species are spread over the suitable habitats on Earth (Cadoret
et al. 2012). In order to raise the number of isolates and
increase the chance of getting interesting new microalgal
biotypes with novel enhanced characteristics for biofuel pro-
duction or with rare metabolic trades, the research into
phylogenomics will certainly grow in the following years.
This area of study is bound to bring surprises and open up
new fields of applied research, as the mists that cover the
huge ecological importance of this heterogeneous group of
protists will be unveiled.
The recent efforts on the massive sequencing of microal-
gal genomes have opened new possibilities of targeted
manipulation and edition of biotechnologically interesting
genetic traits. Cutting-edge genome editing techniques in
green microalgae and diatoms such as meganucleases, TALE
nucleases and CRISPR/Cas9 systems (Daboussi et al. 2013;
Jinkerson and Jonikas 2015) will allow the optimization of
specific characteristics, but will also implement relevant,
novel applied traits into existing microalgal systems to fulfill
unresolved industrial necessities.
To satisfy the great expectations created around microal-
gal biotechnology, important new investments are needed. A
100 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101
great effort will be required to implement the important ques-
tions posed above, but also to create a number of dedicated
academic and industrial actors able to meet the emerging
challenges of the microalgae-based industry and research of
the future.
Acknowledgements
The authors are thankful to all researchers whose papers
have been used for this review, as well as to those others that
were not cited because of limited space. Part of this work was
supported by research grants from the European LIFE+2010
CO2ALGAEFIX and Spanish (BFU2010-15622, BIO-2011-
28847-C00, BIO-2014-52425-P) and Andalusian Regional
(P09-CVI-5053; PAIDI groups BIO-131, BIO-261, BIO-
281) Governments, partially funded by the EU FEDER
program. The help of Andalucia Tech, CeiA3, CEICam-
Bio and CEIMAR University Excellence Campuses is also
acknowledged.
References
Cadoret, J.P., Matthieu Garnier, M., Saint-Jean, B., 2012. Microal-
gae, functional genomics and biotechnology. Adv. Bot. Res. 64,
285–341.
Castruita, M., Casero, D., Karpowicz, S., Kropat, J., Vieler, A.,
Hsieh, S., Yan, W., Cokus, S., Loo, J., Benning, C., Pelle-
grini, M., Merchant, S., 2011. Systems biology approach in
Chlamydomonas reveals connections between copper nutrition
and multiple metabolic steps. Plant Cell 23, 1273–1292.
Chisti, Y., 2007. Biodiesel from microalgae. Biotechnol. Adv. 25,
294–306.
Daboussi, F., Leduc, S., Maréchal, A., Dubois, G., Guyot, V.,
Perez-Michaut, C., Amato, A., Falciatore, A., Juillerat, A.,
Beurdeley, M., Voytas, D.F., Cavarec, L., Duchateau, P.,
2013. Genome engineering empowers the diatom Phaeodacty-
lum tricornutum for biotechnology. Nat. Commun. 5, 3831,
http://dx.doi.org/10.1038/ncomms4831.
Dal’Molin, C., Quek, L., Palfreyman, R., Nielsen, L., 2011.
AlgaGEM – a genome-scale metabolic reconstruction of algae
based on the Chlamydomonas reinhardtii genome. BMC
Genomics 12, S5.
De Felipe, P., Luke, G.A., Hughes, L.E., Gani, D., Halpin, C., Ryan,
M.D., 2006. E unum pluribus: multiple proteins from a self-
processing polyprotein. Trends Biotechnol. 24, 68–75.
Del Río, E., Armendáriz, A., García-Gómez, E., García-González,
M., Guerrero, M.G., 2015. Continuous culture methodology
for the screening of microalgae for oil. J. Biotechnol. 195,
103–107.
Díaz-Santos,E.,Vila,M.,Vigara,J.,León,R.,2015.Anewapproach
to express transgenes in microalgae and its use to increase the
floculation ability of Chlamydomonas reinhardtii. J. Appl. Phy-
col., http://dx.doi.org/10.1007/s10811-015-0706-2.
Finazzi, G., Moreau, H., Bowler, C., 2010. Genomic insights into
photosynthesis in eukaryotic phytoplankton. Trends Plant Sci.
15, 565–572.
Gonzalez-Ballester, D., Casero, C., Cokus, S., Pellegrini, M.,
Merchant,S.S.,Grossman,A.,2010.RNA-seqanalysisofsulfur-
deprived Chlamydomonas cells reveals aspects of acclimation
critical for cell survival. Plant Cell 22, 2058–2084.
Hanikenne, M., 2003. Chlamydomonas reinhardtii as a eukaryotic
photosynthetic model for studies of heavy metal homeostasis
and tolerance. New Phytol. 159, 331–340.
Harris, E.H., 2001. Chlamydomonas as a model organism. Annu.
Rev. Plant Physiol. Plant Mol. Biol. 52, 363–406.
Jinkerson, R.E., Jonikas, M.C., 2015. Molecular techniques to inter-
rogate and edit the Chlamydomonas nuclear genome. Plant J. 82,
393–412.
Kruse, O., Hankamer, B., 2010. Microalgal hydrogen production.
Curr. Opin. Biotechnol. 21 (3), 238–243.
León, R., Fernández, E., 2007. Nuclear transformation of eukaryotic
microalgae: historical overview, achievements and problems.
Adv. Exp. Med. Biol. 616, 1–11.
León, R., Galván, A., Fernández, E. (Eds.), 2008. Transgenic
Microalgae as Green Cell Factories. Springer, 131pp. ISBN 978-
0-387-75531-1.
Lopez, D., Casero, D., Cokus, S., Merchant, S., Pellegrini, M.,
2011. Algal functional annotation tool: a web-based analysis
suite to functionally interpret large gene lists using inte-
grated annotation and expression data. BMC Bioinf. 12 (282),
http://dx.doi.org/10.1186/1471-2105-12-282.
Matsuo, T., Ishiura, M., 2011. Chlamydomonas reinhardtii as a new
model system for studying the molecular basis of the circadian
clock. FEBS Lett. 585, 1495–1502.
Miller, R., Wu, G., Deshpande, R., Vieler, A., Gartner, K.,
Li, X., Moellering, E.R., Zauner, S., Cornish, A.J., Liu, B.,
Bullard, B., Sears, B.B., Kuo, M., Hegg, E.L., Shachar-
Hill, Y., Shiu, S., Benning, C., 2010. Changes in transcript
abundance in Chlamydomonas reinhardtii following nitrogen
deprivation predict diversion of metabolism. Plant Physiol. 154,
1737–1752.
Moody, J.F., McGinty, C.M., Quinna, J.C., 2014. Global evaluation
of biofuel potential from microalgae. Proc. Natl. Acad. Sci. U.
S. A. 111, 8691–8696.
Pérez-Rodríguez, P., Ria˜no-Pachón, D., Guedes-Correa, L., Rens-
ing, S., Kersten, B., 2010. PlnTFDB: updated content and new
features of the plant transcription factor database. Nucleic Acids
Res. 38 (Suppl. 1), D822–D827.
Raven, J.A., Falkowski, P.G., 1999. Oceanic sinks for atmospheric
CO2. Plant Cell Environ. 22, 741–755.
Romero-Campero, F.J., Lucas-Reina, E., Said, F.E., Romero, J.M.,
Valverde, F., 2013. A contribution to the study of plant devel-
opment evolution based on gene co-expression networks. Front.
Plant Sci. 4, 291, http://dx.doi.org/10.3389/fpls.2013.00291.
Romero-Campero, F.J., Pérez-Hurtado, I., Lucas-Reina, E.,
Romero, J.M., Valverde, F., 2016. ChlamyNET: a Chlamy-
domonas gene co-expression network reveals global properties
of its transcriptome and the early establishment of key co-
expression patterns in the green lineage. BMC Genomics 17,
227.
Salim, S., Vermuë, M.H., Wijffels, R.H., 2012. Ratio between
autoflocculating and target microalgae affects the energy-
efficient harvesting by bio-flocculation. Bioresour. Technol. 118,
49–55.
Searchinger, T., Edwards, R., Mulligan, D., Heimlich, R., Plevin,
R., 2015. Do biofuel policies seek to cut emissions by cutting
food? Science 347, 1420–1422.
F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 101
Sing, S.F., Isdepsky, A., Borowitzka, M.A., Moheimani, N.R., 2013.
Production of biofuels from microalgae. Mitig. Adapt. Strateg.
Glob. Change 18, 47–72.
Sivakumar, G., Vail, D., Xu, J., Burner, D., Lay, J., Ge, X., Weathers,
P., 2010. Bioethanol and biodiesel: alternative liquid fuels for
future generations. Eng. Life Sci. 10, 8–18.
Slaveykova, V., Sonntag, B., Gutiérrez, J.C., 2016. Stress and pro-
tists: no life without stress. Eur. J. Protistol. (this issue).
Urzica, E.I., Adler, L.N., Page, M.D., Linster, C.L., Arbing,
M.A., Casero, D., Pellegrini, M., Merchant, S.S., Clarke,
S.G., 2012. Impact of oxidative stress on ascorbate biosyn-
thesis in Chlamydomonas via regulation of the VTC2 gene
encoding a GDP-l-galactose phosphorylase. J. Biol. Chem. 287,
14234–14245.
Wijffels, R.H., Barbosa, M.J., 2010. An outlook on microalgal bio-
fuels. Science 329, 796–799.
World Bank Group, 2015. Commodity Markets Outlook, http://
www.worldbank.org/en/research/commodity-markets.print
(accessed 29.10.10).
Zheng, H., Chiang-Hsieh, Y., Chien, C., Hsu, B., Liu, T., Chen,
C., Chang, W., 2014. AlgaePath: comprehensive analysis of
metabolic pathways using transcript abundance data from next-
generation sequencing in green algae. BMC Genomics 15, 196.

More Related Content

What's hot

Food Security and Sustainable Agriculture in the Euro-Mediterranean Area
Food Security and Sustainable Agriculture in the Euro-Mediterranean AreaFood Security and Sustainable Agriculture in the Euro-Mediterranean Area
Food Security and Sustainable Agriculture in the Euro-Mediterranean Area
Istituto Affari Internazionali
 
Biotechnology textbook
Biotechnology textbookBiotechnology textbook
Biotechnology textbook
Emily Queen
 
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
YogeshIJTSRD
 
Biodiversityyy,its types,what is biodiversity,how to preserve biodiversity,i...
Biodiversityyy,its types,what is biodiversity,how to  preserve biodiversity,i...Biodiversityyy,its types,what is biodiversity,how to  preserve biodiversity,i...
Biodiversityyy,its types,what is biodiversity,how to preserve biodiversity,i...
Dr. sreeremya S
 
Agriculture me-paper-
Agriculture me-paper-Agriculture me-paper-
Agriculture me-paper-
swapnapanda6
 
Sustainable GreenHouse Systems; Gardening Guidebook for Italy
Sustainable GreenHouse Systems; Gardening Guidebook for Italy Sustainable GreenHouse Systems; Gardening Guidebook for Italy
Sustainable GreenHouse Systems; Gardening Guidebook for Italy
School Vegetable Gardening - Victory Gardens
 
Keeping a Seed of Solutions when Energy and Climate become Unpredictable
Keeping a Seed of Solutions when Energy and Climate become UnpredictableKeeping a Seed of Solutions when Energy and Climate become Unpredictable
Keeping a Seed of Solutions when Energy and Climate become Unpredictable
CIAT
 
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop TraitsAdvanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Fabio Caligaris
 
Re-collection to assess temporal variation in wild barley diversity in Jordan
Re-collection to assess temporal variation in wild barley diversity in JordanRe-collection to assess temporal variation in wild barley diversity in Jordan
Re-collection to assess temporal variation in wild barley diversity in Jordan
Bioversity International
 
GES Issue Brief - Synthetic Microorganisms for Agricultural Use
GES Issue Brief - Synthetic Microorganisms for Agricultural UseGES Issue Brief - Synthetic Microorganisms for Agricultural Use
GES Issue Brief - Synthetic Microorganisms for Agricultural Use
Genetic Engineering & Society Center
 
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulation
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulationCo hydrolysis of lignocellulosic biomass for microbial lipid accumulation
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulation
zhenhua82
 
Mtui
MtuiMtui
Mtui
cenafrica
 
Effects of Water Hyacinth Compost on Growth
Effects of Water Hyacinth Compost on GrowthEffects of Water Hyacinth Compost on Growth
Effects of Water Hyacinth Compost on Growth
School Vegetable Gardening - Victory Gardens
 
Exploitation of Microorganisms As tool for Sustainable Agriculture
Exploitation of Microorganisms As tool for Sustainable AgricultureExploitation of Microorganisms As tool for Sustainable Agriculture
Exploitation of Microorganisms As tool for Sustainable Agriculture
NAJMALDINSULIMAN
 
Application of bioinformatics in agriculture sector
Application of bioinformatics in agriculture sectorApplication of bioinformatics in agriculture sector
Application of bioinformatics in agriculture sector
Suraj Singh
 
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
CrimsonpublishersNTNF
 
Applications of Nanotechnology in food by Supratim Biswas
Applications of Nanotechnology in food by Supratim BiswasApplications of Nanotechnology in food by Supratim Biswas
Applications of Nanotechnology in food by Supratim Biswas
Supratim Biswas
 
Prioritizing Crop Wild Relatives Collecting
Prioritizing Crop Wild Relatives CollectingPrioritizing Crop Wild Relatives Collecting
Prioritizing Crop Wild Relatives Collecting
Luigi Guarino
 
Partnering on CWR research at three scales: commonalities for success
Partnering on CWR research at three scales: commonalities for successPartnering on CWR research at three scales: commonalities for success
Partnering on CWR research at three scales: commonalities for success
CWR Project
 
Using pulse diversity to manage pests and diseases
Using pulse diversity to manage pests and diseases Using pulse diversity to manage pests and diseases
Using pulse diversity to manage pests and diseases
Bioversity International
 

What's hot (20)

Food Security and Sustainable Agriculture in the Euro-Mediterranean Area
Food Security and Sustainable Agriculture in the Euro-Mediterranean AreaFood Security and Sustainable Agriculture in the Euro-Mediterranean Area
Food Security and Sustainable Agriculture in the Euro-Mediterranean Area
 
Biotechnology textbook
Biotechnology textbookBiotechnology textbook
Biotechnology textbook
 
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
Antibiotic Enteric Resistant Bacteria are Abundant on Lettuce from Urban Agri...
 
Biodiversityyy,its types,what is biodiversity,how to preserve biodiversity,i...
Biodiversityyy,its types,what is biodiversity,how to  preserve biodiversity,i...Biodiversityyy,its types,what is biodiversity,how to  preserve biodiversity,i...
Biodiversityyy,its types,what is biodiversity,how to preserve biodiversity,i...
 
Agriculture me-paper-
Agriculture me-paper-Agriculture me-paper-
Agriculture me-paper-
 
Sustainable GreenHouse Systems; Gardening Guidebook for Italy
Sustainable GreenHouse Systems; Gardening Guidebook for Italy Sustainable GreenHouse Systems; Gardening Guidebook for Italy
Sustainable GreenHouse Systems; Gardening Guidebook for Italy
 
Keeping a Seed of Solutions when Energy and Climate become Unpredictable
Keeping a Seed of Solutions when Energy and Climate become UnpredictableKeeping a Seed of Solutions when Energy and Climate become Unpredictable
Keeping a Seed of Solutions when Energy and Climate become Unpredictable
 
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop TraitsAdvanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
Advanced Microbial Selection: Evolving Plant Microbiomes To Improve Crop Traits
 
Re-collection to assess temporal variation in wild barley diversity in Jordan
Re-collection to assess temporal variation in wild barley diversity in JordanRe-collection to assess temporal variation in wild barley diversity in Jordan
Re-collection to assess temporal variation in wild barley diversity in Jordan
 
GES Issue Brief - Synthetic Microorganisms for Agricultural Use
GES Issue Brief - Synthetic Microorganisms for Agricultural UseGES Issue Brief - Synthetic Microorganisms for Agricultural Use
GES Issue Brief - Synthetic Microorganisms for Agricultural Use
 
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulation
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulationCo hydrolysis of lignocellulosic biomass for microbial lipid accumulation
Co hydrolysis of lignocellulosic biomass for microbial lipid accumulation
 
Mtui
MtuiMtui
Mtui
 
Effects of Water Hyacinth Compost on Growth
Effects of Water Hyacinth Compost on GrowthEffects of Water Hyacinth Compost on Growth
Effects of Water Hyacinth Compost on Growth
 
Exploitation of Microorganisms As tool for Sustainable Agriculture
Exploitation of Microorganisms As tool for Sustainable AgricultureExploitation of Microorganisms As tool for Sustainable Agriculture
Exploitation of Microorganisms As tool for Sustainable Agriculture
 
Application of bioinformatics in agriculture sector
Application of bioinformatics in agriculture sectorApplication of bioinformatics in agriculture sector
Application of bioinformatics in agriculture sector
 
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
Crimson Publishers-Secondary Metabolites from Algae for Nutraceutical Applica...
 
Applications of Nanotechnology in food by Supratim Biswas
Applications of Nanotechnology in food by Supratim BiswasApplications of Nanotechnology in food by Supratim Biswas
Applications of Nanotechnology in food by Supratim Biswas
 
Prioritizing Crop Wild Relatives Collecting
Prioritizing Crop Wild Relatives CollectingPrioritizing Crop Wild Relatives Collecting
Prioritizing Crop Wild Relatives Collecting
 
Partnering on CWR research at three scales: commonalities for success
Partnering on CWR research at three scales: commonalities for successPartnering on CWR research at three scales: commonalities for success
Partnering on CWR research at three scales: commonalities for success
 
Using pulse diversity to manage pests and diseases
Using pulse diversity to manage pests and diseases Using pulse diversity to manage pests and diseases
Using pulse diversity to manage pests and diseases
 

Viewers also liked

Dose Flux Competition
Dose Flux CompetitionDose Flux Competition
Dose Flux Competition
Fabrizio Cataldo
 
rajeshppt 1
rajeshppt 1rajeshppt 1
SophieGrillet FeatureArticle
SophieGrillet FeatureArticleSophieGrillet FeatureArticle
SophieGrillet FeatureArticle
Jazznae S. Thomas, MBA
 
Cómo desarrollar una cultura ágil y creativa agile coaching ar
Cómo desarrollar una cultura ágil y creativa agile coaching arCómo desarrollar una cultura ágil y creativa agile coaching ar
Cómo desarrollar una cultura ágil y creativa agile coaching ar
Carolina Gorosito
 
Yocto bspを作ってみた
Yocto bspを作ってみたYocto bspを作ってみた
Yocto bspを作ってみた
wata2ki
 
LeapMotionとpythonで遊ぶ
LeapMotionとpythonで遊ぶLeapMotionとpythonで遊ぶ
LeapMotionとpythonで遊ぶ
monochrojazz
 
Gpgpu tomoaki-fp16
Gpgpu tomoaki-fp16Gpgpu tomoaki-fp16
Gpgpu tomoaki-fp16
tomoaki0705
 
NaITE#14 メトリクス解析(データ解析)の初歩
NaITE#14 メトリクス解析(データ解析)の初歩NaITE#14 メトリクス解析(データ解析)の初歩
NaITE#14 メトリクス解析(データ解析)の初歩
Asako Yanuki
 
ソフトハウスの品質保証のウソホント
ソフトハウスの品質保証のウソホントソフトハウスの品質保証のウソホント
ソフトハウスの品質保証のウソホント
Yasuharu Nishi
 
ret2libcとpopretで初等的BOF攻撃
ret2libcとpopretで初等的BOF攻撃ret2libcとpopretで初等的BOF攻撃
ret2libcとpopretで初等的BOF攻撃
monochrojazz
 
WACATE2016 冬 組み合わせテスト
WACATE2016 冬 組み合わせテストWACATE2016 冬 組み合わせテスト
WACATE2016 冬 組み合わせテスト
mirer
 
Qué es la literatura
Qué es la literaturaQué es la literatura
Qué es la literatura
Julmer MT
 
かな漢字変換ソフト「Genji」をつくってみた
かな漢字変換ソフト「Genji」をつくってみたかな漢字変換ソフト「Genji」をつくってみた
かな漢字変換ソフト「Genji」をつくってみた
Masahiko Hashimoto
 
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
Shinya Takamaeda-Y
 
Reエンタープライズへのアジャイル開発の導入事例 20161119
Reエンタープライズへのアジャイル開発の導入事例 20161119Reエンタープライズへのアジャイル開発の導入事例 20161119
Reエンタープライズへのアジャイル開発の導入事例 20161119
Shozaburo Yoshihara
 
SC16 Student Cluster Competition Configurations & Results
SC16 Student Cluster Competition Configurations & ResultsSC16 Student Cluster Competition Configurations & Results
SC16 Student Cluster Competition Configurations & Results
inside-BigData.com
 
ICML2016読み会 概要紹介
ICML2016読み会 概要紹介ICML2016読み会 概要紹介
ICML2016読み会 概要紹介
Kohei Hayashi
 
使徒28
使徒28使徒28
使徒28
dendoukan
 

Viewers also liked (18)

Dose Flux Competition
Dose Flux CompetitionDose Flux Competition
Dose Flux Competition
 
rajeshppt 1
rajeshppt 1rajeshppt 1
rajeshppt 1
 
SophieGrillet FeatureArticle
SophieGrillet FeatureArticleSophieGrillet FeatureArticle
SophieGrillet FeatureArticle
 
Cómo desarrollar una cultura ágil y creativa agile coaching ar
Cómo desarrollar una cultura ágil y creativa agile coaching arCómo desarrollar una cultura ágil y creativa agile coaching ar
Cómo desarrollar una cultura ágil y creativa agile coaching ar
 
Yocto bspを作ってみた
Yocto bspを作ってみたYocto bspを作ってみた
Yocto bspを作ってみた
 
LeapMotionとpythonで遊ぶ
LeapMotionとpythonで遊ぶLeapMotionとpythonで遊ぶ
LeapMotionとpythonで遊ぶ
 
Gpgpu tomoaki-fp16
Gpgpu tomoaki-fp16Gpgpu tomoaki-fp16
Gpgpu tomoaki-fp16
 
NaITE#14 メトリクス解析(データ解析)の初歩
NaITE#14 メトリクス解析(データ解析)の初歩NaITE#14 メトリクス解析(データ解析)の初歩
NaITE#14 メトリクス解析(データ解析)の初歩
 
ソフトハウスの品質保証のウソホント
ソフトハウスの品質保証のウソホントソフトハウスの品質保証のウソホント
ソフトハウスの品質保証のウソホント
 
ret2libcとpopretで初等的BOF攻撃
ret2libcとpopretで初等的BOF攻撃ret2libcとpopretで初等的BOF攻撃
ret2libcとpopretで初等的BOF攻撃
 
WACATE2016 冬 組み合わせテスト
WACATE2016 冬 組み合わせテストWACATE2016 冬 組み合わせテスト
WACATE2016 冬 組み合わせテスト
 
Qué es la literatura
Qué es la literaturaQué es la literatura
Qué es la literatura
 
かな漢字変換ソフト「Genji」をつくってみた
かな漢字変換ソフト「Genji」をつくってみたかな漢字変換ソフト「Genji」をつくってみた
かな漢字変換ソフト「Genji」をつくってみた
 
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
Debian Linux on Zynq (Xilinx ARM-SoC FPGA) Setup Flow (Vivado 2015.4)
 
Reエンタープライズへのアジャイル開発の導入事例 20161119
Reエンタープライズへのアジャイル開発の導入事例 20161119Reエンタープライズへのアジャイル開発の導入事例 20161119
Reエンタープライズへのアジャイル開発の導入事例 20161119
 
SC16 Student Cluster Competition Configurations & Results
SC16 Student Cluster Competition Configurations & ResultsSC16 Student Cluster Competition Configurations & Results
SC16 Student Cluster Competition Configurations & Results
 
ICML2016読み会 概要紹介
ICML2016読み会 概要紹介ICML2016読み会 概要紹介
ICML2016読み会 概要紹介
 
使徒28
使徒28使徒28
使徒28
 

Similar to New challenges in microalgae biotechnology

51005627
5100562751005627
51005627
Tet Ho
 
Sankalpa ppt 30slides,feb 27 2011
Sankalpa ppt 30slides,feb 27 2011Sankalpa ppt 30slides,feb 27 2011
Sankalpa ppt 30slides,feb 27 2011
catherinegroves5
 
Biofuels Presentation
Biofuels PresentationBiofuels Presentation
Biofuels Presentation
Ben Peterson
 
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture  Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
School Vegetable Gardening - Victory Gardens
 
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation AgricultureBiodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
x3G9
 
ESI 6(3) Special issue on biofuels
ESI 6(3) Special issue on biofuelsESI 6(3) Special issue on biofuels
ESI 6(3) Special issue on biofuels
Mayank Dwivedi
 
Plant Design for bioplastic production from Microalgae in Pakistan.pdf
Plant Design for bioplastic production from Microalgae in Pakistan.pdfPlant Design for bioplastic production from Microalgae in Pakistan.pdf
Plant Design for bioplastic production from Microalgae in Pakistan.pdf
MianHusnainIqbal2
 
victory
victoryvictory
victory
Kaustuv Bose
 
IBISBA_an infrastructrue for IB
IBISBA_an infrastructrue for IBIBISBA_an infrastructrue for IB
IBISBA_an infrastructrue for IB
Michael O'Donohue
 
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
IAEME Publication
 
Bioproduction of bioactive compounds screening of bioproduction conditions of...
Bioproduction of bioactive compounds screening of bioproduction conditions of...Bioproduction of bioactive compounds screening of bioproduction conditions of...
Bioproduction of bioactive compounds screening of bioproduction conditions of...
ainia centro tecnológico
 
Algae wastewater treatment for biofuel production
  Algae wastewater treatment for biofuel production  Algae wastewater treatment for biofuel production
Algae wastewater treatment for biofuel production
ylimeoen
 
Plant tissue culture
Plant tissue culturePlant tissue culture
Plant tissue culture
Vaishnovi Sekar
 
Diversity in Food Systems: The Case of Stockfree Organic
Diversity in Food Systems: The Case of Stockfree OrganicDiversity in Food Systems: The Case of Stockfree Organic
Diversity in Food Systems: The Case of Stockfree Organic
School Vegetable Gardening - Victory Gardens
 
biofloc.pptx
biofloc.pptxbiofloc.pptx
biofloc.pptx
Hafiz M Waseem
 
Text-mining and ontologies - new approaches to knowledge discovery of microbi...
Text-mining and ontologies - new approaches to knowledge discovery of microbi...Text-mining and ontologies - new approaches to knowledge discovery of microbi...
Text-mining and ontologies - new approaches to knowledge discovery of microbi...
Claire Nedellec
 
Bioprospecting
Bioprospecting Bioprospecting
Bioprospecting
PREETI REDDY
 
Biotechnology a multidisciplinary field
Biotechnology a multidisciplinary fieldBiotechnology a multidisciplinary field
Biotechnology a multidisciplinary field
Zahra Naz
 
R&d jatropha
R&d jatrophaR&d jatropha
R&d jatropha
minasinvest
 
Modern biotechnology and biosafety issues
Modern biotechnology and biosafety issuesModern biotechnology and biosafety issues
Modern biotechnology and biosafety issues
North West University Mafikeng South Africa
 

Similar to New challenges in microalgae biotechnology (20)

51005627
5100562751005627
51005627
 
Sankalpa ppt 30slides,feb 27 2011
Sankalpa ppt 30slides,feb 27 2011Sankalpa ppt 30slides,feb 27 2011
Sankalpa ppt 30slides,feb 27 2011
 
Biofuels Presentation
Biofuels PresentationBiofuels Presentation
Biofuels Presentation
 
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture  Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
 
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation AgricultureBiodiversity, Biofuels, Agroforestry and Conservation Agriculture
Biodiversity, Biofuels, Agroforestry and Conservation Agriculture
 
ESI 6(3) Special issue on biofuels
ESI 6(3) Special issue on biofuelsESI 6(3) Special issue on biofuels
ESI 6(3) Special issue on biofuels
 
Plant Design for bioplastic production from Microalgae in Pakistan.pdf
Plant Design for bioplastic production from Microalgae in Pakistan.pdfPlant Design for bioplastic production from Microalgae in Pakistan.pdf
Plant Design for bioplastic production from Microalgae in Pakistan.pdf
 
victory
victoryvictory
victory
 
IBISBA_an infrastructrue for IB
IBISBA_an infrastructrue for IBIBISBA_an infrastructrue for IB
IBISBA_an infrastructrue for IB
 
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
ROLE OF NANO TECHNOLOGY ON AGRI-GREEN PRODUCT PRODUCTION PROCESS: EMERGING NE...
 
Bioproduction of bioactive compounds screening of bioproduction conditions of...
Bioproduction of bioactive compounds screening of bioproduction conditions of...Bioproduction of bioactive compounds screening of bioproduction conditions of...
Bioproduction of bioactive compounds screening of bioproduction conditions of...
 
Algae wastewater treatment for biofuel production
  Algae wastewater treatment for biofuel production  Algae wastewater treatment for biofuel production
Algae wastewater treatment for biofuel production
 
Plant tissue culture
Plant tissue culturePlant tissue culture
Plant tissue culture
 
Diversity in Food Systems: The Case of Stockfree Organic
Diversity in Food Systems: The Case of Stockfree OrganicDiversity in Food Systems: The Case of Stockfree Organic
Diversity in Food Systems: The Case of Stockfree Organic
 
biofloc.pptx
biofloc.pptxbiofloc.pptx
biofloc.pptx
 
Text-mining and ontologies - new approaches to knowledge discovery of microbi...
Text-mining and ontologies - new approaches to knowledge discovery of microbi...Text-mining and ontologies - new approaches to knowledge discovery of microbi...
Text-mining and ontologies - new approaches to knowledge discovery of microbi...
 
Bioprospecting
Bioprospecting Bioprospecting
Bioprospecting
 
Biotechnology a multidisciplinary field
Biotechnology a multidisciplinary fieldBiotechnology a multidisciplinary field
Biotechnology a multidisciplinary field
 
R&d jatropha
R&d jatrophaR&d jatropha
R&d jatropha
 
Modern biotechnology and biosafety issues
Modern biotechnology and biosafety issuesModern biotechnology and biosafety issues
Modern biotechnology and biosafety issues
 

Recently uploaded

world-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptxworld-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptx
mfasna35
 
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
pareeksulkash
 
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Open Access Research Paper
 
Lessons from operationalizing integrated landscape approaches
Lessons from operationalizing integrated landscape approachesLessons from operationalizing integrated landscape approaches
Lessons from operationalizing integrated landscape approaches
CIFOR-ICRAF
 
一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理
yxfus
 
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
xeexm
 
Environment Conservation Rules 2023 (ECR)-2023.pptx
Environment Conservation Rules 2023 (ECR)-2023.pptxEnvironment Conservation Rules 2023 (ECR)-2023.pptx
Environment Conservation Rules 2023 (ECR)-2023.pptx
neilsencassidy
 
PACKAGING OF FROZEN FOODS ( food technology)
PACKAGING OF FROZEN FOODS  ( food technology)PACKAGING OF FROZEN FOODS  ( food technology)
PACKAGING OF FROZEN FOODS ( food technology)
Addu25809
 
Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...
Open Access Research Paper
 
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Joshua Orris
 
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
pjq9n1lk
 
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
p2npnqp
 
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
mvrpcz6
 
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
astuz
 
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
ehfyqtu
 
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENTBASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
AmitKumar619042
 
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Joshua Orris
 
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener FutureBiomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
Dr. P.B.Dharmasena
 

Recently uploaded (18)

world-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptxworld-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptx
 
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
REPORT-PRESENTATION BY CHIEF SECRETARY, ANDAMAN NICOBAR ADMINISTRATION IN OA ...
 
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
 
Lessons from operationalizing integrated landscape approaches
Lessons from operationalizing integrated landscape approachesLessons from operationalizing integrated landscape approaches
Lessons from operationalizing integrated landscape approaches
 
一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理一比一原版西澳大学毕业证学历证书如何办理
一比一原版西澳大学毕业证学历证书如何办理
 
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
按照学校原版(UAL文凭证书)伦敦艺术大学毕业证快速办理
 
Environment Conservation Rules 2023 (ECR)-2023.pptx
Environment Conservation Rules 2023 (ECR)-2023.pptxEnvironment Conservation Rules 2023 (ECR)-2023.pptx
Environment Conservation Rules 2023 (ECR)-2023.pptx
 
PACKAGING OF FROZEN FOODS ( food technology)
PACKAGING OF FROZEN FOODS  ( food technology)PACKAGING OF FROZEN FOODS  ( food technology)
PACKAGING OF FROZEN FOODS ( food technology)
 
Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...
 
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
 
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
 
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
 
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
原版制作(Manitoba毕业证书)曼尼托巴大学毕业证学位证一模一样
 
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
快速办理(Calabria毕业证书)卡拉布里亚大学毕业证在读证明一模一样
 
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
学校原版(unuk学位证书)英国牛津布鲁克斯大学毕业证硕士文凭原版一模一样
 
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENTBASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
BASIC CONCEPT OF ENVIRONMENT AND DIFFERENT CONSTITUTENET OF ENVIRONMENT
 
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
 
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener FutureBiomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
Biomimicry in agriculture: Nature-Inspired Solutions for a Greener Future
 

New challenges in microalgae biotechnology

  • 1. Available online at www.sciencedirect.com ScienceDirect European Journal of Protistology 55 (2016) 95–101 New challenges in microalgae biotechnology Federico Valverdea,∗, Francisco J. Romero-Camperoa,b, Rosa Leónc, Miguel G. Guerreroa, Aurelio Serranoa,∗ a Instituto de Bioquímica Vegetal y Fotosíntesis, Universidad de Sevilla y CSIC, Av. Américo Vespucio 49, 41092 Sevilla, Spain b Department of Computer Science and Artificial Intelligence, ETSII, Universidad de Sevilla, Av. Reina Mercedes s/n, 41012 Sevilla, Spain c Área de Bioquímica – Departamento de Química y Ciencia de los Materiales, Facultad de Ciencias Experimentales, Universidad de Huelva, Av. de las Fuerzas Armadas, 21071 Huelva, Spain Available online 23 March 2016 Abstract Photosynthetic protists, also called microalgae, have been systematically studied for more than a century. However, only recently broad biotechnological applications have fostered a novel wave of research on their potentialities as sustainable resources of renewable energy as well as valuable industrial and agro-food products. At the recent VII European Congress of Protistology held in Seville, three outstanding examples of different research strategies on microalgae with biotechnological implications were presented, which suggested that integrative approaches will produce very significant advances in this field in the next future. In any case, intense research and the application of systems biology and genetic engineering techniques are absolutely essential to reach the full potential of microalgae as cell-factories of bio-based products and, therefore, could contribute significantly to solve the problems of biosustainability and energy shortage. © 2016 Elsevier GmbH. All rights reserved. Keywords: Algae biotechnology; Biofuels; Genetic engineering; Microalgae; Photosynthetic protists; Systems biology Introduction Energy and its sustainable production is one of the most important resources for mankind. Sunlight is by far the most important input of energy to Earth, and photosynthesis is the main biological process channeling solar energy into the biosphere. Eukaryotic microalgae are a taxonomically broad and heterogeneous group of phototrophic protists of increasing biotechnological interest due to their higher pho- tosynthetic efficiencies relative to land plants (microalgae contribute up to 25% of global photosynthetic productiv- ity), elevated growth rates and vast metabolic capabilities ∗Corresponding authors. E-mail addresses: federico.valverde@ibvf.csic.es (F. Valverde), aurelio@ibvf.csic.es (A. Serrano). (Raven and Falkowski 1999). In particular, the green microal- gae (Chlorophyta) share the same photosynthetic machinery as the higher plants, according to their close phylogenetic relationships. Microalgae such as Chlorophyceae and Bacillariophyceae use sunlight energy and a simple set of abundant, cheap resources (carbon dioxide, water and minerals) to generate a potential large number of valuable products of tech- nological interest. These products can be applied, either directly or after transformation, in industrial, pharmaceuti- cal and agro-food processes; examples are carotenoids, oils, polysaccharides, pigments, bioethanol, hydrogen, microal- gal biomass (Cadoret et al. 2012; Finazzi et al. 2010; León et al. 2008). Indeed, some microalgal species accumulate important amounts of these compounds under specific envi- ronmental conditions, so this biotechnologically relevant http://dx.doi.org/10.1016/j.ejop.2016.03.002 0932-4739/© 2016 Elsevier GmbH. All rights reserved.
  • 2. 96 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 phenotypic feature is amenable to optimization by genetic engineering approaches (Cadoret et al. 2012; León et al. 2008). This review summarizes the contributions presented by three microalgal biotechnologists at the symposium New Challenges in Microalgae Biotechnology held during the VII European Congress of Protistology, which was organized for the first time as a joint meeting in partnership with the Inter- national Society of Protistologists (VII ECOP – ISOP Joint Meeting) in Seville, Spain, 5–10 September 2015. The use of microalgae as sustainable oil sources for biofuels will be evaluated and discussed in the first section, given that some of these phototrophic protists intrinsically accumulate high oil levels (up to more than 80% of the dry weight). Significant recent advances in the development of genetic manipula- tion tools, aimed to improve biotechnological features of microalgae as sources of renewable resources, are presented in the second contribution. Finally, the application of com- putational modeling as a systems biology strategy to better understand microalgal metabolic and cell signaling networks will doubtless contribute to discover novel properties with relevant biotechnological implications, as is presented in the third contribution. In any case, it is clear that intense research and the application of genetic engineering are abso- lutely essential to reach the full potential of microalgae as cell factories and, therefore, will significantly con- tribute to solve the problems of biosustainability and energy shortage. Biofuel from microalgae? Microalgae are a polyphyletic group and a huge pool of biological diversity. Properties typical of higher plants are combined in microalgae with biotechnologically amenable attributes of microbial cells. These and other properties of microalgae (such as their metabolic plasticity, tolerance to extreme environmental conditions and amenability to genetic engineering), are valuable for bioindustry. These photo- synthetic microorganisms are a source of compounds with commercial value, such as carotenoids, phycobiliproteins, polyunsaturated fatty acids, polysaccharides and an array of bioactive compounds for agriculture and food, feed, pharma- ceutical, cosmetic, and chemical industries. Microalgae can also be of use in the recovery of wastewater and in abatement of carbon dioxide. Microalgae have been proposed as an alternative source for renewable biofuel, capable of meeting the global demand for transport fuels. Although the “microalgae to biofuel” concept was first suggested in the 1940s, it has recently received new attraction and support. A seminal article by Yusuf Chisti pub- lished in 2007 (Chisti 2007) has been particularly effective in drawingtheattentionofresearchersandinvestors.Inthisway, many research groups were attracted to the field, together with commercial ventures established thereafter. According to data available in Thomson Reuters’ Web of ScienceTM, the number of published items per year on “biofuel from microal- gae” has grown exponentially, from less than 5 before 2007 to over 390 in 2014. Attention on microalgae for biotechnological reasons has also benefited from the fact that mass production of liquid biofuels from plant biomass is being increasingly ques- tioned. The “food versus fuel” dilemma and the limitations in available fertile land for a world’s growing population are reasons to reconsider the biofuel production from crop plants (Searchinger et al. 2015). Microalgae represent an alternative toland plants, since cultures could be developed in non-arable land, employing brackish, saline or even waste water, as well as carbon dioxide from flue gases as carbon source. Values for expected fuel productivity around 20,000 L per hectare and year seem reasonable for outdoor culture of microalgae (Moody et al. 2014), although some substantially higher pro- jections are frequently argued in the literature. However, most of the projected values originate from gross extrapolations, bothinareaandtime,fromshort-termtrialsinsmallsizefacil- ities, if not directly from laboratory experiments. Analogous considerations apply to published life cycle assessments and to production prices appraisals for either biomass or biofuel from microalgae. The escalation of these processes offers a very challenging subject for applied research. Up to now, scarcity of scientific and technical knowledge, as well as limited practical experience, determines a high price for microalgal biomass and the biofuel thereof. The lowest production cost in commercial algae production seems to be about US$ 4–5 per kg algal biomass. Significant R&D efforts are currently being addressed to the development of viable processes able to massively generate microalgal biofu- els at prices that can compete with those of established fuels (Sing et al. 2013). The production step has to be considerably improved, but also harvesting, biomass drying and extraction of biofuel precursor and its conversion into the final product still need substantial optimization. Selection of the most appropriate microalgal strains is a key issue (Fig. 1). Not just the content of the biofuel precursor (either fermentable sugars or fatty acids) should be considered, but rather the production capacity, looking for the optimal combination of product level and biomass productivity. The continuous culture approach is the most appropriate methodology for the screening of microalgae for the purpose of biofuel production, as it allows the determi- nation of real productivity for a particular biofuel precursor (Del Río et al. 2015). Also crucial in the selection of the strain is the ability to develop outdoors as a monoalgal cul- ture throughout the year. Many expectations are placed on the potential of genetic engineering for the generation of strains with superior productivity of either fatty acids or fer- mentable carbohydrates, but further development of novel techniques for efficient manipulation of microalgae is still needed. Production of biofuels is largely policy-driven and its pro- fitability has been questioned, even at oil prices above US$ 100/barrel (bbl). Current average price for crude oil is around
  • 3. F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 97 Fig. 1. Pseudokirchneriella subcapitata (Raphidocelis subcapitata; Chlorophyta, Chlorophyceae, Sphaeropleales, Selenastraceae) and Chlorococcum olefaciens (Chlorophyta, Chlorophyceae, Chlamydomonadales, Chlorococcaceae), two strains with a great potential as oil producing microalgae (Del Río et al. 2015). Microphotographs kindly supplied by Dr. Esperanza Del Río. US$ 50/bbl, and it is expected to increase up to about US$ 90/bbl by 2025 (World Bank Group 2015). Within this frame- work it does not seem that conventional biofuels have an easy way to develop in the near future, worst still when consider- ing those from microalgae. In such a scenario and in order to compete with oil at current prices, the production price for microalgal biomass containing 25% oil should be around US$ 0.1/kg. At such prices, protein-rich microalgal biomass would compete favorably with other protein sources, such as soybean (current price, US$ 0.4/kg). The question therefore is, does it make sense to use microalgal biomass for fuel or rather as food/feed? Development of new molecular tools for genetic engineering of eukaryotic microalgae In the last years, there has been an increasing interest on the genetic engineering of microalgae, as a potential tool for economically feasible production of bulk materials and to enhance productivity of high-added compounds (Wijffels and Barbosa 2010). However, routine genetic manipulation has been limited to a few species until recently. The lack of suitable promoters and other regulatory sequences are, besides low efficiency and instability of transgenes expres- sion, the main difficulties preventing nuclear transformation of new microalgal strains (León and Fernández 2007). Since low expression of exogenous genes is hampering the efficient engineering of metabolic pathways and the use of microalgae as platforms for the production of recombinant proteins, it is necessary to develop new tools, which ensure stability and high expression levels of the transgenes. Here, we propose a new method to express transgenes in microalgae: co-transformation with two naked promoter- less genes, a selectable antibiotic-resistant gene and the gene of our interest (Fig. 2). These genes are randomly inserted into the nuclear genome so that their transcription relies on their adequate insertion in a region adjacent to an endoge- nous genomic promoter or in frame with a native gene. This approach is especially appropriate to transform microal- gal species for which no endogenous promoters or specific expression plasmids have been designed. The fact that the transgenes are expressed under the control of endogenous promoters reduces the risk of silencing events and their integration into the genomic environment of the promoter guarantees the presence of enhancers, transcription factors or other regulatory regions essential for the adequate expres- sion of the transgene. A promoter-less co-transformation approach has been successfully used to express yeast floc- culins in Chlamydomonas reinhardtii in order to obtain transgenic microalgal strains with higher self-flocculation ability than the control of untransformed ones (Díaz-Santos et al. 2015). Flocculation is very important from the engineer- ing point of view if we consider that microalgal harvesting can make up 30% of the total cost of algal biomass pro- duction (Salim et al. 2012). However, cloning of flocculins has been limited by their toxicity to bacteria caused by their excessive length and large number of tandem repeats in their central domain. Promoter-less co-transformation avoids the need of cloning because large amounts of DNA from the desired gene can be directly obtained by amplification or by artificial synthesis and inserted in the genome of the host strain. We have designed also a plasmid for the translational fusion of the gene of interest with a selectable antibiotic- resistant gene, where the protein of interest and the protein conferring resistance to the antibiotic, fused by a self- cleaving peptide (De Felipe et al. 2006), are processed from the same polyprotein. Screening transformants with increas- ing amounts of the selective antibiotic provides a simple method for selecting clones with the highest expression level of the selectable marker gene and, consequently, of the gene of interest; furthermore, maintaining the transformants under selective conditions improves the stability of the transgenes. Although much work is still necessary, these new molecu- lar tools will allow the improvement of transgene expression in microalgal nuclei and the genetic modification of new species of industrial interest.
  • 4. 98 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 Fig. 2. Co-transformation of the chlorophycean microalga Chlamydomonas with two naked promoter-less genes. The aminoglycoside 3 phosphotransferase encoding gene from Streptomyces rimosus (SrAPHVIII), which confers resistance to paromomycin, and the BLE gene, which encodes the bleomycin binding protein from Streptoalloteichus hindustanus (ShBLE) and confers resistance to the antibiotic bleomycin, have been chosen as selectable gene and gene of interest, respectively, to check the efficiency of this co-transformation approach. Interestingly, in a high percentage of the obtained transformants, both genes are not only adequately incorporated in the nuclear genome, but also efficiently transcribed and translated. A study on the basic helix-loop-helix transcription factor family in Chlamydomonas reinhardtii using the gene co-expression network ChlamyNET The photosynthetic protist Chlamydomonas reinhardtii is the most important model organism for unicellular green algae (Hanikenne 2003; Harris 2001; Matsuo and Ishiura 2011; Slaveykova et al. 2016). Recently, Chlamydomonas has attracted attention due to its potential biotechnological appli- cations (Kruse and Hankamer 2010; Sivakumar et al. 2010). In order to characterize different Chlamydomonas strains and their response to different conditions, a massive amount of ‘omics’ data has been produced (Castruita et al. 2011; Gonzalez-Ballester et al. 2010; Miller et al. 2010; Urzica et al. 2012). In order to integrate these data and generate systemic and global characterizations, a first approach based on molec- ular systems biology has been taken (Dal’Molin et al. 2011; Lopez et al. 2011; Romero-Campero et al. 2013; Zheng et al. 2014). In this study, we used ChlamyNET (Romero-Campero et al. 2016), a gene co-expression network that integrates RNA-seq data, to analyze the basic helix-loop-helix (bHLH) transcription factor (TF) family in Chlamydomonas. Specifi- cally, using ChlamyNET, we have determined the biological processes potentially regulated by bHLH TFs and the DNA sequences recognized by them. The bHLH transcription factor family of plants is char- acterized by the presence of a conserved protein domain consisting of two ␣ helices connected by a loop and identified in the Protein family (Pfam) database with the id PF00010. Recent genomic analyses have identified eight bHLH TFs in the Chlamydomonas genome (Pérez-Rodríguez et al. 2010). Seven of these transcriptions factors exhibit significant gene co-expression patterns and can be identified in ChlamyNET using its search utility and the bHLH Pfam id PF00010, as shown in Fig. 3A. These TFs constitute three different clusters (Fig. 3B). The biggest cluster includes the bHLH genes Cre14.g620850, Cre01.g011150, g4643 and g4645 and it is located at the core of ChlamyNET. bHLHs are co- expressed with a significantly high number of genes, which makes them hub genes in the network playing key roles in the transcriptome robustness and information processing. In order to determine the potential biological processes regulated by bHLH TFs in Chlamydomonas, we performed a Gene Ontology (GO) term enrichment analysis over the genes co-expressed with them using ChlamyNET. We identi- fied transmembrane transport and carbohydrate metabolism as the two most significant biological processes potentially regulated by the bHLH TFs in Chlamydomonas (Fig. 3C). For instance, the genes Cre02.g110800 and Cre13.g569850 that codify for nitrate and ammonium transporters respectively are highly co-expressed with the bHLH TF Cre01.g011150. This bHLH TF is also highly co-expressed with genes cod- ifying for proteins involved in nitrogen metabolism such as the nitrite and nitrate reductases, Cre09.g410750 and Cre09.g410950, respectively. At the same time, the genes Cre08.g384750 and g3160 that codify for an alpha-amylase and an isoamylase respectively are highly co-expressed with the bHLH TF Cre14.g620850. In order to determine DNA sequences potentially recog- nized by the bHLH TFs in Chlamydomonas we analyzed, using ChlamyNET, the promoter sequences of the genes co- expressed with them. This analysis revealed that the E-box sequence and one of its variant recognized by the PIF5 TF in Arabidopsis thaliana actually appeared in the promoters of many genes highly co-expressed with bHLH TFs (Fig. 3D). These DNA sequences are present, for instance, in the pro- moters of the genes Cre02.g110800 and Cre13.g569850 that codify for nitrate and ammonium transporters respectively and in the promoter of the gene Cre08.g384750 that codify for an alpha-amylase. Summarizing, the analysis using ChlamyNET suggests that the family of bHLH TFs plays a key role in the regulation
  • 5. F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 99 Fig. 3. (A) Localization of the bHLH TFs in the gene co-expression network ChlamyNET. Note that Cre14.g620850, Cre01.g011150, g4645 and g4643 are gene hubs located at the core of the network suggesting important roles of these genes in the regulation of Chlamydomonas transcriptome. (B) Heatmap representing the co-expression level between bHLH TFs. Red color represents high co-expression whereas blue represents low co-expression. Observe that bHLH TFs are organized into three different clusters. (C) Gene Ontology term enrichment over the genes co-expressed with bHLH TFs. Transmembrane transport and carbohydrate metabolism are the two most likely biological processes regulated by bHLH TFs. (D) Identification of significant DNA sequences in the promoters of genes co-expressed with bHLH TFs. The E-box and one of its variant recognized in Arabidopsis by the protein PIF5 are likely to constitute transcription factor binding sites for bHLH in Chlamydomonas. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.) of relevant biological processes in Chlamydomonas physiol- ogy such as transmembrane transport and nitrogen/carbon metabolism. This regulation seems to be exerted through recognition of E-boxes and similar DNA sequences located in the promoter of potential target genes. These in silico pre- dictions should be taken as a hypothesis that needs in vivo and in vitro validation. Prospects In order to cope with the high expectations created in the microalgal biotechnological field, a number of challenges will need to be addressed in the near future. In this review we have shown a small sample of these solutions; other impor- tant aspects related to the genetic manipulation of algae and upscaling of the laboratory experimental biomass production trials to large, industrial installations, will be needed. As new ecological niches are prospected and new massive big-data techniques are employed, the number of accounted photosynthetic protists is rising. Today we know some 50,000 microalgal species, but estimates suggest more than 500,000 species are spread over the suitable habitats on Earth (Cadoret et al. 2012). In order to raise the number of isolates and increase the chance of getting interesting new microalgal biotypes with novel enhanced characteristics for biofuel pro- duction or with rare metabolic trades, the research into phylogenomics will certainly grow in the following years. This area of study is bound to bring surprises and open up new fields of applied research, as the mists that cover the huge ecological importance of this heterogeneous group of protists will be unveiled. The recent efforts on the massive sequencing of microal- gal genomes have opened new possibilities of targeted manipulation and edition of biotechnologically interesting genetic traits. Cutting-edge genome editing techniques in green microalgae and diatoms such as meganucleases, TALE nucleases and CRISPR/Cas9 systems (Daboussi et al. 2013; Jinkerson and Jonikas 2015) will allow the optimization of specific characteristics, but will also implement relevant, novel applied traits into existing microalgal systems to fulfill unresolved industrial necessities. To satisfy the great expectations created around microal- gal biotechnology, important new investments are needed. A
  • 6. 100 F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 great effort will be required to implement the important ques- tions posed above, but also to create a number of dedicated academic and industrial actors able to meet the emerging challenges of the microalgae-based industry and research of the future. Acknowledgements The authors are thankful to all researchers whose papers have been used for this review, as well as to those others that were not cited because of limited space. Part of this work was supported by research grants from the European LIFE+2010 CO2ALGAEFIX and Spanish (BFU2010-15622, BIO-2011- 28847-C00, BIO-2014-52425-P) and Andalusian Regional (P09-CVI-5053; PAIDI groups BIO-131, BIO-261, BIO- 281) Governments, partially funded by the EU FEDER program. The help of Andalucia Tech, CeiA3, CEICam- Bio and CEIMAR University Excellence Campuses is also acknowledged. References Cadoret, J.P., Matthieu Garnier, M., Saint-Jean, B., 2012. Microal- gae, functional genomics and biotechnology. Adv. Bot. Res. 64, 285–341. Castruita, M., Casero, D., Karpowicz, S., Kropat, J., Vieler, A., Hsieh, S., Yan, W., Cokus, S., Loo, J., Benning, C., Pelle- grini, M., Merchant, S., 2011. Systems biology approach in Chlamydomonas reveals connections between copper nutrition and multiple metabolic steps. Plant Cell 23, 1273–1292. Chisti, Y., 2007. Biodiesel from microalgae. Biotechnol. Adv. 25, 294–306. Daboussi, F., Leduc, S., Maréchal, A., Dubois, G., Guyot, V., Perez-Michaut, C., Amato, A., Falciatore, A., Juillerat, A., Beurdeley, M., Voytas, D.F., Cavarec, L., Duchateau, P., 2013. Genome engineering empowers the diatom Phaeodacty- lum tricornutum for biotechnology. Nat. Commun. 5, 3831, http://dx.doi.org/10.1038/ncomms4831. Dal’Molin, C., Quek, L., Palfreyman, R., Nielsen, L., 2011. AlgaGEM – a genome-scale metabolic reconstruction of algae based on the Chlamydomonas reinhardtii genome. BMC Genomics 12, S5. De Felipe, P., Luke, G.A., Hughes, L.E., Gani, D., Halpin, C., Ryan, M.D., 2006. E unum pluribus: multiple proteins from a self- processing polyprotein. Trends Biotechnol. 24, 68–75. Del Río, E., Armendáriz, A., García-Gómez, E., García-González, M., Guerrero, M.G., 2015. Continuous culture methodology for the screening of microalgae for oil. J. Biotechnol. 195, 103–107. Díaz-Santos,E.,Vila,M.,Vigara,J.,León,R.,2015.Anewapproach to express transgenes in microalgae and its use to increase the floculation ability of Chlamydomonas reinhardtii. J. Appl. Phy- col., http://dx.doi.org/10.1007/s10811-015-0706-2. Finazzi, G., Moreau, H., Bowler, C., 2010. Genomic insights into photosynthesis in eukaryotic phytoplankton. Trends Plant Sci. 15, 565–572. Gonzalez-Ballester, D., Casero, C., Cokus, S., Pellegrini, M., Merchant,S.S.,Grossman,A.,2010.RNA-seqanalysisofsulfur- deprived Chlamydomonas cells reveals aspects of acclimation critical for cell survival. Plant Cell 22, 2058–2084. Hanikenne, M., 2003. Chlamydomonas reinhardtii as a eukaryotic photosynthetic model for studies of heavy metal homeostasis and tolerance. New Phytol. 159, 331–340. Harris, E.H., 2001. Chlamydomonas as a model organism. Annu. Rev. Plant Physiol. Plant Mol. Biol. 52, 363–406. Jinkerson, R.E., Jonikas, M.C., 2015. Molecular techniques to inter- rogate and edit the Chlamydomonas nuclear genome. Plant J. 82, 393–412. Kruse, O., Hankamer, B., 2010. Microalgal hydrogen production. Curr. Opin. Biotechnol. 21 (3), 238–243. León, R., Fernández, E., 2007. Nuclear transformation of eukaryotic microalgae: historical overview, achievements and problems. Adv. Exp. Med. Biol. 616, 1–11. León, R., Galván, A., Fernández, E. (Eds.), 2008. Transgenic Microalgae as Green Cell Factories. Springer, 131pp. ISBN 978- 0-387-75531-1. Lopez, D., Casero, D., Cokus, S., Merchant, S., Pellegrini, M., 2011. Algal functional annotation tool: a web-based analysis suite to functionally interpret large gene lists using inte- grated annotation and expression data. BMC Bioinf. 12 (282), http://dx.doi.org/10.1186/1471-2105-12-282. Matsuo, T., Ishiura, M., 2011. Chlamydomonas reinhardtii as a new model system for studying the molecular basis of the circadian clock. FEBS Lett. 585, 1495–1502. Miller, R., Wu, G., Deshpande, R., Vieler, A., Gartner, K., Li, X., Moellering, E.R., Zauner, S., Cornish, A.J., Liu, B., Bullard, B., Sears, B.B., Kuo, M., Hegg, E.L., Shachar- Hill, Y., Shiu, S., Benning, C., 2010. Changes in transcript abundance in Chlamydomonas reinhardtii following nitrogen deprivation predict diversion of metabolism. Plant Physiol. 154, 1737–1752. Moody, J.F., McGinty, C.M., Quinna, J.C., 2014. Global evaluation of biofuel potential from microalgae. Proc. Natl. Acad. Sci. U. S. A. 111, 8691–8696. Pérez-Rodríguez, P., Ria˜no-Pachón, D., Guedes-Correa, L., Rens- ing, S., Kersten, B., 2010. PlnTFDB: updated content and new features of the plant transcription factor database. Nucleic Acids Res. 38 (Suppl. 1), D822–D827. Raven, J.A., Falkowski, P.G., 1999. Oceanic sinks for atmospheric CO2. Plant Cell Environ. 22, 741–755. Romero-Campero, F.J., Lucas-Reina, E., Said, F.E., Romero, J.M., Valverde, F., 2013. A contribution to the study of plant devel- opment evolution based on gene co-expression networks. Front. Plant Sci. 4, 291, http://dx.doi.org/10.3389/fpls.2013.00291. Romero-Campero, F.J., Pérez-Hurtado, I., Lucas-Reina, E., Romero, J.M., Valverde, F., 2016. ChlamyNET: a Chlamy- domonas gene co-expression network reveals global properties of its transcriptome and the early establishment of key co- expression patterns in the green lineage. BMC Genomics 17, 227. Salim, S., Vermuë, M.H., Wijffels, R.H., 2012. Ratio between autoflocculating and target microalgae affects the energy- efficient harvesting by bio-flocculation. Bioresour. Technol. 118, 49–55. Searchinger, T., Edwards, R., Mulligan, D., Heimlich, R., Plevin, R., 2015. Do biofuel policies seek to cut emissions by cutting food? Science 347, 1420–1422.
  • 7. F. Valverde et al. / European Journal of Protistology 55 (2016) 95–101 101 Sing, S.F., Isdepsky, A., Borowitzka, M.A., Moheimani, N.R., 2013. Production of biofuels from microalgae. Mitig. Adapt. Strateg. Glob. Change 18, 47–72. Sivakumar, G., Vail, D., Xu, J., Burner, D., Lay, J., Ge, X., Weathers, P., 2010. Bioethanol and biodiesel: alternative liquid fuels for future generations. Eng. Life Sci. 10, 8–18. Slaveykova, V., Sonntag, B., Gutiérrez, J.C., 2016. Stress and pro- tists: no life without stress. Eur. J. Protistol. (this issue). Urzica, E.I., Adler, L.N., Page, M.D., Linster, C.L., Arbing, M.A., Casero, D., Pellegrini, M., Merchant, S.S., Clarke, S.G., 2012. Impact of oxidative stress on ascorbate biosyn- thesis in Chlamydomonas via regulation of the VTC2 gene encoding a GDP-l-galactose phosphorylase. J. Biol. Chem. 287, 14234–14245. Wijffels, R.H., Barbosa, M.J., 2010. An outlook on microalgal bio- fuels. Science 329, 796–799. World Bank Group, 2015. Commodity Markets Outlook, http:// www.worldbank.org/en/research/commodity-markets.print (accessed 29.10.10). Zheng, H., Chiang-Hsieh, Y., Chien, C., Hsu, B., Liu, T., Chen, C., Chang, W., 2014. AlgaePath: comprehensive analysis of metabolic pathways using transcript abundance data from next- generation sequencing in green algae. BMC Genomics 15, 196.