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Int. J. Biol. Sci. 2005 1: 24-33
International Journal of Biological Sciences
ISSN 1449-2288 www.biolsci.org 2005 1:24-33
2005 Ivyspring International Publisher. All rights reserved
Research paper
Diversity of endophytic fungal community of cacao
Received: 2004.09.20
(Theobroma cacao L.) and biological control of Crinipellis
Accepted: 2004.11.15 Published: 2005.02.01
perniciosa, causal agent of Witches' Broom Disease
Marciano R. Rubini 1, Rute T. Silva-Ribeiro 1, Alan W. V. Pomella 2, Cristina S. Maki 3,
Welington L. Araújo 3, Deise R. dos Santos 1 and João L. Azevedo 1 3
1 Instituto de Biotecnologia, UCS, 95001-970, Caxias do Sul/RS,
2 Almirante Cacau, Agrícola, Comércio e Exportação Ltda. CP 55, 45630-000 Itajuípe - BA,
3 Dept. of Genetics, ESALQ/USP, 13400-970, Piracicaba/SP/Brazil
Abstract The basidiomycete fungus
Crinipellis perniciosa (Stahel) Singer is the causal agent of
Witches' Broom Disease of Cacao (
Theobroma cacao L.) which is the main factor
limiting cacao production in the Americas. Pod losses of up to 90% are experienced in affected areas as evidenced by the 50% drop in production in Bahia province,
Brazil following the arrival of the
C. perniciosa in the area in 1989. The disease has
proven particularly difficult to control and many farmers in affected areas have given up cacao cultivation. In order to evaluate the potential of endophytes as a biological
control agent of this phytopathogen, the endophytic fungal community of resistant and susceptible cacao plants as well as affected branches was studied between 2001
and 2002. The fungal community was identified by morphological traits and rDNA
sequencing as belonging to the genera
Acremonium,
Blastomyces,
Botryosphaeria,
Cladosporium,
Colletotrichum, Cordyceps, Diaporthe, Fusarium, Geotrichum,
Gibberella, Gliocladium,
Lasiodiplodia, Monilochoetes,
Nectria, Pestalotiopsis,
Phomopsis,
Pleurotus,
Pseudofusarium, Rhizopycnis, Syncephalastrum,
Trichoderma,
Verticillium and
Xylaria. These fungi were evaluated both
in vitro and
in vivo by their ability to inhibit
C. perniciosa. Among these, some were identified as
potential antagonists, but only one fungus (
Gliocladium catenulatum) reduced the incidence of Witches' Broom Disease in cacao seedlings to 70%.
Key words Endophytes, antibiosis, plant resistance, biodiversity, rDNA analysis
Author Marciano R. Rubini (MSc. University of Caxias do Sul, 2003) is a researcher at University
biography of Caxias do Sul. Current work includes the optimisation of production and formulation
processes for entomopathogenic microorganisms. Previous work includes the selection of
endophytic microorganisms against
Crinipellis perniciosa, causal agent of the Witche's
broom of the cocoa tree.
Rute T. Silva-Ribeiro (Ph.D. Federal University of Rio Grande do Sul, 2002) currently
works on the biological control of plant disease at University of Caxias do Sul. Research
interests include investigation of ecology and biochemistry of antagonistic fungi, epiphytic
and endophytic species, and management of organics apple orchards, wineyards, vegetables
and ornamental plants.
Alan W. V. Pomella (PhD Universidade de Viçosa, 1999) is a research manager at
Almirante Cacau, a company of Masterfoods Inc. USA. Research interests include
investigation of cocoa plant diseases focusing on Biological control of Witches´Broom and
Black Pod.
…Continued at the end of paper.
Corresponding Dr. Welington L. Araújo, Departamento de Genética, Escola Superior de Agricultura "Luiz
address de Queiroz", Universidade de São Paulo, P. O. Box 83, 13400-970 Piracicaba, São Paulo,
Brazil. E-mail
[email protected]; Tel. (55-19) 34294251; Fax (55-19) 34336706
Int. J. Biol. Sci. 2005 1: 24-33
1. Introduction
The basidiomycete
Crinipellis perniciosa (Stahel) Singer, is the causal agent of Witches' Broom
Disease of cacao (
Theobroma cacao L.). Witches' Broom is one of the main limiting factors for the
cacao production in South America and Caribbean islands, and has been considered as one of the most
important pathogen for the crop [10]. The infection process occurs after basidiospore germination and
penetration of the germ tube on meristematic tissues and pods [14], starting the biotrophic stage of
colonization [13]. This phase is characterized by intercellular growth, thick and monokaryotic hyphae
without clamp connections [7, 19]. In the next phase, the saprophytic stage, necrosis and intracellular
colonization by dikaryotic hiphae occur [13]. This fungus colonizes meristematic tissues reducing the
productivity as well as the life of the host plant. As this fungus colonizes growing plant tissues, the
fungicide application is a not an effective treatment, being biological control a potential alternative
Endophytic fungi colonize their hosts without causing any external disease symptoms [8], except
when the host is under stress conditions. Studies on microorganisms from tropical plant species are
recently becoming more frequent, since these fungi and bacteria have been studied for biological
control and production of compounds with pharmacological properties [4, 15]. Studies on the cacao
endophytic community are recent, but practical aspects have been already evaluated [3]. However, more
studies on Witches' Broom Disease and endophytic community interaction should be carried out since
the understanding of the disease physiology and ecology is crucial for devising better control strategies
for the pathogen.
In the present study we isolated endophytic fungi from stems of different cacao plants to further
identify possible biocontrol agent for witches' broom disease. The composition and population
frequency of the endophytic fungi population was also studied.
2. Material and methods
2.1. Biological material
The diversity of endophytic fungi was estimated in branches of cacao (
Theobroma cacao) from at
three categories of cacao trees (resistant, healthy susceptible and symptomatic plants). For statistical
purposes, these three categories of plants (resistant, healthy and symptomatic) were considered as
treatments in the present study. Plants from orchards located in nearest to Itabuna, Bahia State, Brazil
were sampled. For each treatment/location, branches from 5 plants (repetitions) were collected during
2001 and 2002. The strains VV1 and VV2 of
C. perniciosa belonging to the Almirante Cacau Farm
collection were also utilized.
2.2. Surface Disinfection and Endophytic Fungi Isolation
All branches were washed in running tap water and graded by size and surface appearance and any
visibly damaged material excluded. The plant tissues were rinsed with 70% ethanol, surface disinfected
with sodium hypochloride solution (3% available Cl-) for 3 minutes, rinsed once in 70% ethanol and
twice in sterile distilled water. The disinfection process was checked by pressing the disinfected plant
material onto Potato Dextrose Agar (PDA). Aliquots of the water from final rinse solutions were also
plated on the same media. The surface disinfected branches were used in the fungal isolations as
described below.
Endophytic fungi were isolated from cacao trees per categories (resistant, healthy susceptible and
diseased plants). A random sample from each tree, consisting of 30 branches was taken. After surface
disinfection, each branch was then peeled and cut in 10 fragments (3-4 mm), which were placed onto
PDA containing tetracycline (50 µg/ml). After 3-15 days incubation at 28°C the number of pieces
showing fungal growth was counted. The hyphal tip of each morphologically different mycelium that
emerged from a branch fragment was sub cultured and transferred to PDA slants for later identification.
The endophyte incidence (EI) was calculated as the percentage of pieces showing fungal growth.
Following incubation, fungal isolates recovered from each plant fragment were selected at random,
purified and grouped on the basis of phenotypic characteristics, e.g. colony morphology, colony colour
and growth rate. Isolates representing each fungal group of interest were selected for further
identification by morphological traits (classic taxonomy) and/or rDNA sequencing.
2.3. Characterization of endophytic microorganisms
Fungal DNA was extracted [16] and the rDNA and ITS region were amplified in a 50 µl final
volume containing 1 µl (0.5 – 10.0 ng) of total DNA, 0.2 µM of primers ITS1 (5´-
TCCGATGGTGAACCTGCGG-3´) and ITS2 (5´-TCCTCGTTATTGATATGC-3´), 200 µM of each
dNTP, 3.75 mM of MgCl2 and 0.05 U of Taq DNA polymerase (Invitrogen) in 20 mM of pH 8.4 Tris-
HCl containing 50 mM KCl. A negative control (PCR mixture without DNA) was included in all PCR
Int. J. Biol. Sci. 2005 1: 24-33
experiments. The reaction conditions were as follows: 94oC for 4 min followed by 25 cycles of
denaturation at 94oC for 30s, annealing at 57oC for 1 min and primer extension at 72oC for 1 min;
followed by a final extension at 72oC for 7 min. The reaction products were separated by running 5 µl
of the PCR reaction mixture in 1.2% (w/v) agarose gel and staining the bands with ethidium bromide
[18]. For identification, the PCR products of at least 20% of isolates were purified using a GFX PCR
DNA and gel band purification kit (Amersham Biosciences) and sequenced using the ITS1 primer.
Analyses of sequences were performed with the basic sequence alignment BLAST program run against
the database (National Center for Biotechnology Information website [http://www.ncbi.nlm.nih.gov])
and the determined sequence were aligned using Clustal X and the distance matrices and phylogenetic
trees were calculated [11] and neighbour-joining [17] algorithms, respectively, using PAUP software
[21]. The nucleotide sequences obtained in this study have been submitted to the GenBank and assigned
accession numbers AY745985 to AY746007, AY753281 to AY753285 and AY753987 to AY754010
2.4. Plants cultivation and endophyte inoculation
To obtain endophyte-free seedlings of
T. cacao, seeds from healthy, mature fruit borne on
Witches' Broom susceptible plants were collected, surface disinfected for 15 minutes in an aqueous
solution of sodium hypochloride and germinated on MS medium [12]. Seedlings were maintained on
controlled conditions (25°C and photoperiod of 12 hours). Forty days after germination, seedlings were
evaluated to confirm that leaves and stems were endophyte-free. The inoculum containing propagules
of endophytes were introduced into seedlings stems with a sterile needle.
For greenhouse germination, seeds of susceptible cacao seeds were planted into pots containing
dark soil and were maintained in greenhouse. Sixty days after seed germination, the seedlings were
inoculated with suspensions containing the propagules of endophytic fungi.
2.5. Selection of endophytic fungi antagonist to C. perniciosa
The
in vitro selection of antagonists against
C. perniciosa was carried out on PDA medium. For
this, mycelial discs (5 mm) of
C. perniciosa were inoculated on Petri dishes (100 mm) containing PDA
medium and incubated at 28°C (photoperiod of 12 hours). After 8 days, the endophytic microorganisms
were inoculated 50 mm from
C. perniciosa colony. The antagonism was detected by formation of an
inhibition halo.
For
in planta screening for
C. perniciosa antagonists, 3 days after inoculation of endophytic fungi,
basidiospores of
C. perniciosa were introduced into stem of seedlings with a sterile needle. Control
plants were inoculated just with PBS buffer ((g/l) NaCl, 8; KCl, 0.2; Na2HPO4, 1.4; KH2PO4, 0.24). The
symptoms were evaluated from 10 to 60 days and the data were statistically analysed by the One-way
Variance method and the Tukey-Kramer Multiple Comparison Test compared the means.
3. Results
3.1. Isolation of Endophytic Fungi
The diversity of endophytic fungi was assessed in branches of 3 categories (resistant, healthy
susceptible and symptomatic) of cacao plants. To avoid contamination and to isolate endophytic fungi
only from inner plant tissues, the branches were peeled after surface disinfection. The endophytic
fungal community which was isolated from cacao branches included
Acremonium sp.,
Blastomyces sp.,
Botryosphaeria sp.,
Cladosporium sp.,
Colletotrichum gloeosporiodes, Cordyceps sobolifera,
Diaporthe phaseolorum, D. helianthi, Fusarium sp.,
F. chlamydosporum, F. oxysporum, F.
polyphialidicum, Geotrichum sp.,
Gibberella zeae, G. fujikuroi, G. moniliformis, Gliocladium sp.,
G.
catenulatum,
Lasiodiplodia theobromae, Monilochoetes sp.,
Nectria haematococca, Pestalotiopsis
microspora, Phomopsis sp.,
Pleurotus ostreatus,
Pseudofusarium purpureum, Rhizopycnis vagum,
Syncephalastrum sp.,
Trichoderma sp.,
Verticillium sp.,
V. luteo-album, Xylaria sp. The number of
cultivable endophytic fungi that was recovered using PDA medium was not significantly different
within the three categories of plant (healthy, resistant and symptomatic) evaluated. The frequency of
fungi isolation was 0.42, 0.34 and 0,50 for healthy, resistant and symptomatic plants, respectively.
3.2. Characterization of endophytic fungi from cacao branches
A total of 150 endophytic fungi isolated from stems of cacao were randomly picked up, and this
population was partially characterized by rDNA (partial 18S, ITS-1, 5.8S, ITS-2 and partial 23S)
sequencing. The results (Table 1) showed that the cultivable endophytic fungi associated with cacao
cultivars belong mainly to Ascomycetes group (Figures 1, 2, 3 and 4) being the
Botryosphaeriaceae,
Valsaceae and
Nectriaceae families the most frequent. The fungus
Fusarium spp. was the dominant
genus and showed the highest diversity (Figure 1). No correlation between fungal groups and plant
categories was observed.
Int. J. Biol. Sci. 2005 1: 24-33
Partial sequences of rDNA were aligned and the relationships between endophytic isolates were
evaluated by neighbour-joining algorithm (Figures 1, 2, 3 and 4). Using this strategy, some isolates,
such as CM27, CM34, CM36, CM42, CM44, CM46, CM50, CM53, CM58 and CM64 (figure 3) and
CM26, CM40, CM65 (figure 4) could not be identified.
3.3. Screening of endophytic fungi in vitro against C. perniciosa.
A total of 265 endophytic fungi were evaluated
in vitro against
C. perniciosa. Forty-three isolates
(16.22%) were able to inhibit the growth of the causal agent of Witches' Broom Disease of cacao. In
general, the frequency of endophytic fungi able to inhibit
C. perniciosa decreased from healthy
(18.96%)>resistant (16.06%)>symptomatic (14.28%) plants.
3.4. Screening of endophytic fungi able to reduce witches' broom symptoms
Axenic cacao seedlings were inoculated with endophytic fungi and further with
C. perniciosa
basidiospores. Fourteen isolates were able to inhibit completely the development of witches' broom
symptoms in the evaluated seedlings. However, in greenhouse conditions, only a isolated identified as
Gliocladium catenulatum was able to reduce in 70.84% the symptoms of Witches' Broom Disease.
4. Discussion
The plant-associated habitat is a dynamic environment in which many factors affect the structure
and species composition of the microbial communities that colonize roots, stems, branches and leaves.
It has previously been shown that endophytic communities vary spatially in the plant [9] or may be
dependent on the interaction with other endophytic or pathogenic microorganisms [1, 2]. These
endophytic microorganisms are ubiquitous and may increase the plant fitness by improving tolerance to
heavy metals and drought, reducing the herbivory or phytopathogen settling [5] and promoting plant
Even though it remains difficult to compare earlier and more recent studies that isolated
endophytic fungi, certain trends are apparent with predominant fungal types isolated as endophytes. The
genus
Fusarium seem to be very ubiquitous and has been isolated from many host plants. In the present
study, this genus was isolated in high frequency, while some genus, such as
Acremonium, Cordiceps,
Pseudofusarium, Syncephalastrum and
Trichoderma occurred in very low frequencies throughout the
study. However, no correlation was observed between plant categories and endophytic fungal species
recovered from cacao branches. Some endophytic isolates were not consistently identified by rDNA
sequencing (Figures 3 and 4) and morphological traits, suggesting that these could belong to species not
yet described. In fact, it has been suggest that plant from tropical rainforest could be inhabited by a
great diversity of endophytic microorganisms, which present a remarkable biological activity [20] and a
source of new species. More studies in taxonomic approach should be done to clarify the identification
of these isolates. Also, these microorganisms could be a source of novel molecular structures and
biologically active compounds.
As shown above, the genus
Fusarium that is described as endophyte and/or phytopathogen in
many plant species was the dominant group, suggesting that these fungi could play a role in the plant
development. In cucumber, nonpathogenic
F. oxysporum may induce host resistance against
Pythium
ultimum through a combination of antibiosis and mycoparasitism, as well as inducing plant defence
reactions [6]. However, in the present analysis, the
Fusarium isolates were not able to inhibit efficiently
the Witches' Broom symptoms both
in vitro and greenhouse conditions.
Based on previous report that endophytic fungi are able to protect cacao against phytopathogens
[3], we assessed
in vitro and
in planta interaction between endophytic fungi isolated from cacao and
C.
perniciosa. This fungus is the causal agent of Witches' Broom Disease of cacao (
Theobroma cacao L.)
that is one of the main limiting factors for the cacao production in South America and Caribbean
islands, and has been considered as one of the most important pathogen for the crop [10]. The infection
process occurs after basidiospore germination and penetration of the germ tube on meristematic tissues
and pods [14], being this stage a important point for inhibit the infection, since the viability of the
spores on the plant tissues is reduced. Although a large proportion of endophytes (16.22%) inhibit the
C. perniciosa in pairwise trials on PDA medium,
in planta conditions, the proportion was reduced,
showing that the pairwise evaluation just select microorganisms able to produce biologically active
compounds, but not to select microorganisms to be used
in planta conditions. Also, several endophytic
isolates were able to inhibit completely the Witches' Broom symptoms in axenic conditions, but only
G.
catenulatum reduced the symptoms in greenhouse. These result show that this isolate is promising to be
used as biological control agent against
C. perniciosa in field conditions. Endophyte-mediated
protection is greater in mature leaves, which bear less intrinsic defence against fungal pathogens than
do young leaves [3]. Also, the authors suggest that host affinity is mediated by leaf chemistry, and
protection may be mediated by direct interactions of endophytes with foliar pathogens. Therefore,
taking in mind that in the present work the frequency of endophytic isolates, able to control
C.
Int. J. Biol. Sci. 2005 1: 24-33
perniciosa, decreased as follow
in vitro>axenic plant> greenhouse plants, we may suggest that this low
frequency in greenhouse plants is due the competition between the target endophytes and indigenous
community associated to the host seedlings. Besides, if the inoculated endophyte is not able to establish
inside the cacao plant the control will be not possible.
Mutualistic interactions between host and vertically inherited symbionts such as endophytes are
easily reconciled with existing theory of species interactions [3]. However, these interactions depend on
a complex web relation within plant tissues, including different fungi and bacteria species, as well as
plant genotype. Understanding which microbial species are involved, how and when they occur and
what are the advantages of these plant interactions, it is possible to use this approach to control several
plant disease in cacao. Today, an improved protection program implies the availability of highly
efficient biofungicides, therefore, due its remarkable biological properties, the
G. catenulatum isolate
offers very good prospects for integrated management of Witches' Broom Disease. So, further studies
should be focus in analysis and development of an efficient strategy to control
C. perniciosa in planta
based on this endophytic fungi.
This work was supported by a grant from the Foundation for Research Assistance, São Paulo State,
Brazil (FAPESP) and by a grant from Almirante Cacau (Lomato Júnior, Bahia, Brazil). We thank
FAPESP and CAPES for the Fellowship to W. L. Araújo and C. S. Maki. We also thank Dr. Ricardo
Harakava (Instituto Biológico, São Paulo, SP, Brazil) for performing the sequencing.
Conflict of interest
The authors have declared that no conflict of interest exists.
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18. Sambrook J, et al. Molecular cloning: a laboratory manual. New York: Cold Spring Harbor Laboratory
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Author biography (continued from front page)
Cristina S. Maki (M.S. Londrina State University 1999) is a graduate student in Biology at Londrina State
University and Ph.D. student at Dept. of Genetics, ESALQ/USP. Current research includes fungal genetic
diversity and fungal-plant interactions. Previously she worked as a research position (1999-2002) at the
CNPMS/Embrapa, Sete Lagoas, Minas Gerais, Brazil.
Welington L. Araújo (Ph.D. Dept. of Genetics, ESALQ/USP 2000): Research interests include study of plant-
endophytes interactions and effect of genetically modified plants in microbial communities, and the relationship
between endophytic bacteria and
Xylella fastidiosa, causal agent of Citrus Variegated Chlorosis.
Deise R. dos Santos (Biol. University of Caxias do Sul, 2004) is a researcher at University of Caxias do Sul,
Institute of Biotechnology. The research includes the isolation and genetic characterization of lactic bacteria of
Serranos cheeses by RAPD. Previously worked with molecular analysis of Colletotrichum spp., at the
CNPUV/Embrapa, Bento Gonçalves, Rio Grande do Sul, Brazil.
João L. Azevedo (Ph.D. University of Sheffield, Sheffield, UK, 1971): Research interests include the study of
entomopathogenic filamentous fungi and plant-endophytes interactions, the genetic recombination in filamentous
fungi and relationship between endophytic bacteria and
Xylella fastidiosa, causal agent of Citrus Variegated
Chlorosis.
Table and figures
Table 1. Endophytic fungi isolated from cacao branches.
Isolates
Most closely related fungal
Accession n°
of Identity (%)
sequence*
closest hit
Colletotrichum gloeosporioides
CM24, CM32, CM56
Cordyceps sobolifera
Crinipellis perniciosa
Diaporthe helianthi
Fungal isolate from Newtonia
buchananii wood
Fusarium chlamydosporum
Fusarium oxysporum
Fusarium oxysporum
Fusarium polyphialidicum
Fusarium sp.
Gibberella fujikuroi
Gibberella zeae
Giberella moliniformis
Lasiodiplodia theobromae
Leaf litter ascomycete
Leaf litter ascomycete
Leaf litter ascomycete
CM27, CM36, CM42, Leaf litter ascomycete
CM46, CM47, CM58
CM34, CM44, CM48, Leaf litter ascomycete
CM50, CM53, CM64
CM5, CM41, CM61,
Leaf litter ascomycete
Leaf litter ascomycete
Leaf litter ascomycete
Nectria haematococca
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Pestalotiopsis microspora
Phomopsis sp.
Phomopsis sp.
Pseudofusarium purpureum
Rhizopycnis vagum
Verticillium luteo-album
Figure 1 Phylogenetic tree showing the relationship between cacao endophytic fungi (Genera
Fusarium/
Gibberella/
Nectria) and other fungal species. The tree was constructed based on the rDNA
sequence (ITS1, 5.8S and ITS2) fragment sequence by using neighbour-joining method. The bootstrap
analysis was performed with 1000 repetitions. For a description of the endophytic fungi see Table 1.
Leaf litter ascomycete (AF502809)
386
Leaf litter ascomycete (AF502797)
Leaf litter ascomycete (AF502708)
Fungal from Newtonia buchananii (AF437761)
Fusarium sp. (AY433806)
Pseudofusarium purpureum (U18954)
Gibberella zeae (AY188924)
Fusarium oxysporum f. sp. vasinfectum (AY462579)
968
Fusarium oxysporum (AF443071)
493
Fusarium chlamydosporum var. fuscum (AY213655)
Bionectria ochloreuca (AY669327)
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Figure 2 Phylogenetic tree showing the relationship between cacao endophytic fungi (Genera
Phomopsis/Diaporthe) and other fungal species. See legend Figure 1 for details.
Diaporthe helianthi (AJ312351)
Leaf litter ascomycete (AF502891)
Diaporthe phaseolorum (AF001025)
Phomopsis sp. (AY620999)
parasitica (AY14025)
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Figure 3 Phylogenetic tree showing the relationship between cacao endophytic fungi (Genera
Lasiodiplodia/Botryosphaeria) and other fungal species. See legend Figure 1 for details.
Leaf litter ascomycete (AF502851)
Guignardia citricarpa (AF346782)
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Figure 4 Phylogenetic tree showing the relationship between cacao endophytic fungi and other fungal
species. See legend Figure 1 for details.
874
Leaf litter ascomycete (AF502892)
1000
CM 65
Colletotrichum gloeosporioides f. sp. aeschynomene (AJ301986)
1000
CM 38
719
CM 56
525
CM 24
1000
Cordyceps sobolifera (AJ536572)
Verticillium luteo-album (AJ292420)
Pestalotiopsis microspora (AF377292)
Rhizopycnis vagum (AF022786)
Crinipellis perniciosa (AY176316)
Source: http://orton.catie.ac.cr/repdoc/A4663i/A4663i.pdf
Mode of Action: Recent Developments, Regulatory Application and Future Work 21-22 February 2013, Vienna Workshop Report No. 26 Co-organised by ECETOC and WHO-IPCS and co-financed by Cefic-LRI EUROPEAN CENTRE FOR ECOTOXICOLOGY AND TOXICOLOGY OF CHEMICALS Mode of Action:
Int. J. Mol. Sci. 2011, 12, 3648-3704; doi:10.3390/ijms12063648 OPEN ACCESS International Journal of Molecular Sciences ISSN 1422-0067 Micro Electromechanical Systems (MEMS) Based Microfluidic Devices for Biomedical Applications Muhammad Waseem Ashraf *, Shahzadi Tayyaba and Nitin Afzulpurkar