Click here to load reader
Upload
dayi
View
214
Download
1
Embed Size (px)
Citation preview
ww.sciencedirect.com
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7
Available online at w
ScienceDirect
journal homepage: www.elsevier .com/locate/watres
Toxicity assessment and modelling of Moringaoleifera seeds in water purification by whole cellbioreporter
Ali Adnan Al-Anizi a, Maria Theresa Hellyer b, Dayi Zhang a,c,*aKroto Research Institute, University of Sheffield, Sheffield S3 7HQ, UKbYorkshire Water Education Centre, Esholt, Bradford BD10 0NY, UKc Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK
a r t i c l e i n f o
Article history:
Received 26 October 2013
Received in revised form
24 February 2014
Accepted 26 February 2014
Available online 7 March 2014
Keywords:
Moringa oleifera
Cytoxicity
Genotoxicity
Whole cell bioreporter
Acinetobacter baylyi ADP1
* Corresponding author. B27, Lancaster EnvirE-mail addresses: [email protected]
http://dx.doi.org/10.1016/j.watres.2014.02.0450043-1354/ª 2014 Elsevier Ltd. All rights rese
a b s t r a c t
Moringa oleifera has been used as a coagulation reagent for drinking water purification,
especially in developing countries such as Malawi. This research revealed the cytoxicity
and genotoxicity of M. oleifera by Acinetobacter bioreporter. The results indicated that sig-
nificant cytoxicity effects were observed when the powdered M. oleifera seeds concentra-
tion is from 1 to 50 mg/L. Through direct contact, ethanolic-water extraction and hexane
extraction, the toxic effects of hydrophobic and hydrophilic components inM. oleifera seeds
were distinguished. It suggested that the hydrophobic lipids contributed to the dominant
cytoxicity, consequently resulting in the dominant genotoxicity in the water-soluble
fraction due to limited dissolution when the M. oleifera seeds granule concentration was
from 10 to 1000 mg/L. Based on cytoxicity and genotoxicity model, the LC50 and LC90 of M.
oleifera seeds were 8.5 mg/L and 300 mg/L respectively and their genotoxicity was equiv-
alent to 8.3 mg mitomycin C per 1.0 g dry M. oleifera seed. The toxicity of M. oleifera has also
remarkable synergistic effects, suggesting whole cell bioreporter as an appropriate and
complementary tool to chemical analysis for environmental toxicity assessment.
ª 2014 Elsevier Ltd. All rights reserved.
1. Introduction
As one of the key water purification processes, coagulation
binds the colloidal particles and bacteria, allowing an elec-
trostatic precipitation of contaminates from solution, the
cost-effective consideration of which is distinct in developing
countries, such as Malawi. The seeds ofMoringa oleifera, which
is a tropical tree commonly found in parts of Africa, India,
Malaysia, Sir Lanka and America, has been widely used as a
coagulant in terms of the powder extract (Diaz et al., 1999;
onment Centre, Lancastek, [email protected]
rved.
Ghebremichael et al., 2005; Madsen et al., 1987; Muyibi and
Evison, 1995a; Ndabigengesere et al., 1995). Evidence sug-
gests that the bacterial colloids have been reduced by a per-
centage of 90e99% by the action of M. oleifera seeds
(Sutherland et al., 1990). Further research has shown that M.
oleifera has active diametric cationic proteins and a molecular
weight of 12e14 kDa, a large cation (Ndabigengesere et al.,
1995). The seed extract works by adsorption of colloids and
subsequent charge neutralisation of the resulting compound,
allowing for effective precipitation out of solution. The study
showed that compared to alum, the optimum dosage of
r University, Lancaster LA1 4YQ, UK.rg.cn (D. Zhang).
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 778
shelled M. oleifera was similar at 50 mg/L. In the case of seeds
with the shells remaining the effective dosage increases
tenfold (Ndabigengesere et al., 1995). The normal dose used to
treat water of turbidity less than 100 NTU is in the range of
100e200 mg/L (Muyibi and Evison, 1995b; Nkurunziza et al.,
2009; Sutherland et al., 1990). For highly coloured water
(such as commonly found in Malawi) doses of up to 250 mg/L
may be required, which could place the supernatant in the
toxicity range. From Sutherland’s work at Thyolo Water
Treatment Works in Malawi, the dosage of M. oleifera seeds as
a coagulant ranged from 75 to 250 mg/L, reducing the high
turbidity of river water from 270 to 380 NTU down to 4 NTU
(Sutherland et al., 1994).
The bioactive agent was shown to be a steroidal glycoside-
strophantidin and the seed powder reduced total microbial
and coliform counts by 55% and 65% respectively (Eilert et al.,
1981). The 4-(a-L-rhamnosyloxy-benzyl) isothiocyanate was
isolatyed as the active antimicrobial component in Moringa
seeds (Eilert et al., 1981). The chemical constituents of the
seeds contains 4-(a-L-rhamnosyloxy) benzyl isothiocyanate, 4-
(L-rhamnosyloxy) phenylacetonitrile, 4-
hydroxyphenylacetonitrile, 4-hydroxyphenyl-acetamide, 4-
(a-L-rhamnopyranosyloxy)-benzyl glucosinolate Roridin E,
Veridiflorol, 9-Octadecenoic acid, O-ethyl-4-(a-L-rhamnosy-
loxy) benzyl carbamate, niazimicin, niazirin, b-sitosterol,
glycerol-l-(9-octadecenoate), 3-O-(6-O-oleoyl-b-D-glucopyr-
anosyl)-b-sitosterol and b-sitosterol-3-O-b-D-glucopyranoside
(Fahey, 2005). A further study (Santos et al., 2009) isolated the
coagulant ofM. oleifera by separating the lectin from the seeds
to evaluate the hemagglutinating activity in comparison to
alum. This was shown to be unique while the coagulant ac-
tivity was comparable to alum. Other research also demon-
strated that the active component of M. oleifera was neither
protein nor a polysaccharide (Okuda et al., 2001).
Nevertheless, complex components of M. oleifera have also
raised concerns on its potential toxicity (Chivapat et al., 2012;
Kavitha et al., 2012). The toxicity of aqueous M. oleifera
extraction was estimated since 1990’s (Asare et al., 2012;
Awodele et al., 2012) and both acute and chronic impacts
have been reported (Chivapat et al., 2011). Mustard oil glyco-
sinolates are abundant inMoringaceae, which break drown to a
glucose sugar, sulphate, isothiocyanates (mustard oils) or an
organic nitrile. Isothiocyanates are a skin irritant and irritate
the mucous lining of the gastrointestinal tract. Kidney and
liver damage may also result from this fraction along with
inhibiting the uptake of iodine for the thyroid (Fuller and
McClintock, 1986). M. oleifera is also reported to contain three
mustard seed oil glycosides. Glucosinolates are precursors or
organic iosthiocyanates that break down to produce giotro-
genic agents that cause hyperplasis and hypertrophy of the
thyroid gland. In addition, isothiocyanates have shown to
cause gastrointestinal tract lesions in cattle (Majak, 2001).
Besides, further research has revealed that higher level
toxicity of M. oleifera leaves was observed in the ethanolic
extraction, with significant negative effects on rat cells by
inhibiting lipid peroxidation (Ouedraogo et al., 2013).
Significant toxicity effects have been investigated previ-
ously with respective toxicity assay. Oluduro and Aderiye
dosedMoringa seed treatedwater (1e10mg/mL) tomale albino
rats daily for 21 days, and the results suggested that prolonged
consumption of water treated with greater than 2 mg/L of M.
oleifera seed constitute liver infarction (Oluduro and Aderiye,
2009). The oxygen uptake of T. pyriformis was affected by
5mg/LM. oleifera seeds solution, whereas the 96-h LC50 for fish
guppies (Poecilia reticulata) was 196 mg/L (Grabow et al., 1985).
Fed to 33 days old Hooded-Lister (Rowett strain) rats at a
dosage of 50 g and 100 g of seed protein per kg of meal, high
toxicity could be observed at an equivalent intake of 1.9 g ofM.
oleifera per day (Grant et al., 1991). The assessment of coagu-
lantM. oleifera lectin (cMoL) onmoth flour (Anagasta kuehniella)
suggested that cMoL at 1%w/w could increase themortality by
27.6%, indicating that the activity of cMoL is a carbohydrate-
lectin action on the digestive tract (Ramalho de Oliveira
et al., 2011). The effects of M. oleifera on the sexual behaviour
of mice was also found in terms of increasing lumen forma-
tion and epididymal maturity (Cajuday and Pocsidio, 2010). All
the research required toxicity assessment with mammalian
cells or living animals, restricted by the laborious cultivation,
high cost and long test period, raising the demand of fast
assessment methods for the toxicity of M. oleifera.
In this research, a rapid, cheap and easy approach was
explored to estimate the toxicity of M. oleifera, applying
whole cell bioreporter ADPWH_recA (Song et al., 2009). As a
practical tool for drinking water monitoring and quality
assessment in Africa, whole cell bioreporter can effectively
assess the cytoxicity and genotoxicity. The evaluation on
different extractions, including water, ethanol and hexane,
has revealed the impacts of respective components of M.
oleifera on cytoxic and genotoxic behaviour of living bacteria.
The mechanisms of M. oleifera toxicity were also charac-
terised and analysed by a cross-regulated SOS response
model.
2. Material and methods
2.1. Moringa oleifera chemical analysis and extraction
2.1.1. Chemical analysisThe collected seeds of M. oleifera were ground under liquid
nitrogen in a pestle and mortar and then freeze dried for 24 h.
Before chemical analysis and further treatment, the seeds
samples were air dried at room temperature and pulverized
into granules. All the units of the components concentration
were based on the dry weight of the seeds if not specifically
mentioned.
For the protein analysis, 1.0 g ofM. oleifera granules was re-
suspended in 0.8mL phenol solution (equilibratedwith 10mM
Tris HCl, pH 8.0) and 0.8 mL sodium dodecyl sulphite (SDS)
buffer (30% sucrose, 2% SDS, 0.1 M TriseHCl, pH 8.0, 5%
2-mercaptoethanol). After mixing, the phenol phase was
separated by centrifugation at 10,000 rpm for 3 min, and
transferred into fresh tubes with the addition of five volumes
of cold methanol and 0.1 M ammonium acetate. Precipitated
proteins were recovered and then washed with cold meth-
anolic ammonium acetate twice and cold 80% acetone twice.
The final pellet was dried and dissolved in phosphate buffered
saline. The sample was then analysed using Bradford’s assay
against BSA as a standard, to determine total protein
concentration.
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7 79
For chemical components analysis, 1.0 g of M. oleifera
granules was added to 1 mL of concentrated nitric acid and
digested in a microwave for 15 min. Diluted to a total volume
of 10 mL in 10% nitric acid, the suspension subsequently
passed through 0.45 mmfilter (Millipore, USA). ICP-MS analysis
was carried out using a Hewlett Packard 4500 series ICP-MS
against a multi-element standard (1000 ppm in 10% HNO3,
U-ICQ-026, LGC standards, Teddington, UK).
2.1.2. Water extractionFor water extraction, determined amounts of M. oleifera
granules were suspended in 250 mL deionized water, and the
final concentrations of granular M. oleifera were 400, 200, 100,
40, 30, 20, 4.5, 1.0, 0.5, 0.25, 0.10 and 0.01 g/L respectively. For
the soluble fraction of M. oleifera seeds, the granular suspen-
sion passed through 0.2 mm filter (Millipore, USA).
2.1.3. Solvent extractionThe hydrophobic fraction of M. oleifera was obtained by n-
hexane and ethanolic-water extraction methods. The n-hex-
ane extraction of M. oleifera followed previous Soxhlet
method, in which about 5 g granules of M. oleifera seeds were
mixed with 100 mL n-hexane and the extraction process was
carried out at room temperature for 8 h (Nguyen et al., 2011).
The ethanolic-water extraction was applied by dissolving 10 g
of M. oleifera seeds in ethanol/water (80/20, v/v) and was
shaken for 48 h at room temperature (Ouedraogo et al., 2013).
The extractions therefore passed through a 0.2 mm filter (Mil-
lipore, USA) and were subsequently evaporated at 100 �C (n-
hexane extraction) and 50 �C (ethanolic-water extraction)
until a constant weight was achieved. A further extraction
was carried out using the respective methods on 5 g granules
of seeds by ethanolic-water extraction followed by the n-
hexane extraction on the same sample.
2.2. Real drinking water sample simulation and test
Real drinking water samples were collected from an open
shallow well that serves a population of 120 people at Kum-
ponda 2 well, Blantyre, Malawi (co-ordinates 714374E,
8270070W), in which the drinking water was purified with M.
oleifera. The key water purification process using M. oleifera in
Malawi included grounding the seeds with a pestle and
mortar, creating a paste and suspension with untreated raw
water and rapidly stirred by hand.
M. oleifera shelled seeds were ground and sieved to particle
size of less than 2 mm. 20 g ground seeds were wetted to a
paste and added to 1.0 L of raw water sample and mixed well.
The suspension was then stirred at 50 rpm for a duration of
25 min and then left for the solids to settle for 30 min. Sub-
sequently, the supernatant was transferred into fresh glass
bottle as M. oleifera seeds stock solution.
To replicate conditions of dosing for water purification in
Malawi, the M. oleifera stock solution was diluted by raw
Malawi water at differing concentrations of 10, 20, 40, 60, 100,
150, 200, 300, 500 and 1000 mg/L. The water suspension fol-
lowed fast stirring at 200 rpm for 30 s, slow stirring at 50 rpm
for 15 min and settlement for 30 min. Both influent and
effluent were taken and stored under 4 �C, and the toxicity
was analysed at the University of Sheffield. Kinetic toxicity
tests were carried out on the samples from both the stock
solution and the raw water samples dosed with the M. oleifera
seeds stock solution. Samples were taken at 30 min in the first
3 h, and then daily for 4 days at room temperature.
2.3. Toxicity assessment
2.3.1. Toxicity assessment strains and culture conditionWhole cell bioreporter ADPWH_recA (Song et al., 2009), con-
structed with the luxCDABE gene fused on the chromosome of
Acinetobacter baylyi ADP1 host, was utilised to assess the
cytoxicity and genotoxicity of M. oleifera. It has been reported
that A. baylyi ADP1 based bioreporter is an effective biological
device to estimate the specific chemicals and relative cytox-
icity/genotoxicity in environmental samples (Zhang et al.,
2013). The bioreporter strain was grown at 30 �C overnight in
LuriaeBertani (LB) medium with 10 mg/mL Kanamycin as
antibiotic selection pressure, harvested by 10 min centrifu-
gation at 3000 rpm. The cell pellets were subsequently
resuspended in deionized and sterile water of the same vol-
ume as the stock solution, which can then be stored for at
least 45 days with sufficient activity for toxicity assessment.
The ADPWH_recA bioreporter applicable solution was pre-
pared by diluting the stock solution 10 times in the fresh LB
medium and was ready for bioluminescent measurement. All
chemicals were analytical grade reagents from
SigmaeAldrich.
2.3.2. Bioluminescence measurementFor all sample measurement, 180 mL of ADPWH_recA bio-
reporter applicable solution were transferred into the well of
black clear-bottom 96-well microplate (Corning Costa, USA),
with additional 20 mL of specific sample solution in relative
wells. Three measurement replicates and two biological rep-
licates were undertaken for each sample. The bioluminescent
signal of the microplate wells was determined by Synergy 2
Multi-mode Microplate Reader (BioTek Instruments, Inc., UK).
Incubated at 30 �C during the whole measurements process,
the bioluminescence and OD600 were measured every 10 min,
and 30 s vertical shaking was applied before each measure-
ment for cell and chemicals dispersion.
2.3.3. Toxicity estimationThe relative bioluminescence was applied to estimate the
cytoxicity and genotoxicity of water samples by dividing
induced bioluminescence by OD600 with Gene5 software. The
bioluminescent induction was obtained by averaging the data
from 250 min to 300 min, which was the best responsive time
for ADPWH_recA. Bioluminescence induction ratio was eval-
uated by dividing relative bioluminescence of samples by
relative bioluminescence of controls (non-induced samples).
2.4. Toxicity model
2.4.1. GenotoxicitySOS response represents the global response of bacterial cells
to carcinogens and the subsequent process of DNA repair
(Sancar, 1996). Previous investigations have focused on the
simulation of key steps within the SOS response process,
including mutagenesis, single stranded DNA (ssDNA)
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 780
stimulation and DNA repair activation (Foster, 2007; Krishna
et al., 2007). Some gene regulation models are investigated
based on the specific chemical-DNA-protein interaction in
each response steps in Escherichia coli (Foster, 2007). However,
there is no lexA gene encoding the LexA repressor enzyme
associated in SOS response process in A. baylyi ADP1. Most of
the models are on ultraviolet irradiation (Gilchrest and Eller,
1999), which is not the same as the methylation and alkyl-
ation DNA damage mechanisms of M. oleifera extraction. A
new mathematical model is therefore conducted for the spe-
cific SOS response process in Acinetobacter. For the two
methylation and alkylation processes, the equilibrium in
Eq. (1) determined the existence of methylated or alkylated
(KMO) double stranded DNA (dsDNA), resulting in certain
amount of ssDNA synthesis rate (kMO) when exposed to M.
oleifera extraction. The recognition of ssDNA will conse-
quently result in the cleavage of LexA-like SOS repressor (LSR,
cell�1), the dynamics of which is expressed in Eqs. (2) and (3).
½M:oleifera� þ ½dsDNA�5KMO½damaged�DNA��/kMO½ssDNA� (1)
½dLSR� ��!ssDNA$kssDNA2$½sLSR� (2)
½dLSR� þ 2$½sLSR� ¼ ½LSR�total (3)
Here, dLSR (cell�1) and sLSR (cell�1) refer to LSR dimer and
monomer respectively, showing unique repression and acti-
vation on the SOS box. [LSR]total (cell�1) represents the total
amount of LexA-like SOS repressor in terms of monomer.
Similar to a previous investigation (Zhang et al., 2012), the
multi DNA damage mechanism of respective genotoxins and
the subsequent recognition of SOS repair on ssDNA and SOS
box promotion can be expressed by the transcriptional cross-
regulation model. With kssDNA representing the cleavage re-
action constant of LSR dimer by RecA protein, the equilibrium
of LSR dimer (KdLSR) andmonomer (KsLSR) determines dynamic
gene expression (SOS response) level, which is kdSLR and ksLSRrespectively, as illustrated in Eqs. (4) and (5). The SOS response
level when exposed to different types of genotoxins is shown
in Eq. (6).
½dLSR� þ ½SOS� box�5KdLSR½dSLR� SOS�/kdSLRSOS response repression
(4)
½sLSR� þ ½SOS� box�5KsLSR½SOS�/ksLSRSOS response expression (5)
SOSs ¼�kssDNA$kdSLR
1þ kssDNA$½LSR�total
�$
½dLSR�K�1dLSR þ ½dLSR�
þ�
kdSLR
2$ð1þ kssDNAÞ$½LSR�total�$
½sLSR�K�1sLSR þ ½sLSR�
(6)
SOSr;s ¼ 1þ�
kdSLR
2$ð1þ kssDNAÞ$½LSR�total�$
½M:oleifera�ðKsLSR$KMO$kssDNA$kMOÞ�1 þ ½M:oleifera�
(7)
Here, [S] (cell�1) refers to the concentration of genotoxins
inside the cells, and SOSs represents the intensity of SOS
response (cell�1). Compared with the bioluminescent baseline
absence of genotoxins, the relative SOS response ratio, SOSr,s,
is expressed in Eq. (7). The SOS response coefficient is defined
as KsLSR$KMO$kssDNA$kMO, referring to the combined efficiency
of genotoxin DNA damage, ssDNA recognition and SOS box
promotion. KGenotoxicity is the SOS responsive intensity of
specific carcinogens and refers to the coefficient of genotox-
icity impacts, representing kdSLR/2$(1 þ kssDNA)$[LSR]total.
2.4.2. CytoxicityDifferent from genotoxicity, cytoxicity is caused by direct in-
hibition effects of cytoxic compounds, consequently resulting
in the suppression of cell activities. Various types of cytoxic
effect can be identified, such as membrane integrity loss as
the result of cell lysis and protein activity inhibition. Particu-
larly, with the dynamic cytoxic coefficient (kcytoxicity), the
protein inhibition can be expressed in the following Eq. (8).
½M:oleifera� þ ½protein� 5kcytoxicity½inhibited protein� (8)
KCytotoxicity ¼ k�1cytoxicity
k�1cytoxicity þ ½M:oleifera� (9)
Cell activities ¼ 1� KCytotoxicity ¼ ½M:oleifera�k�1cytoxicity þ ½M:oleifera� (10)
Considering the equilibrium reaction state, the cytoxic in-
hibition ratio is therefore associated with the exposed cytoxic
chemicals, as expressed in Eq. (9). Consequently, the cytox-
icity also affects cell metabolism, causing damage to enzymes
and cell activities, or even apoptosis (Joiner et al., 1999). The
remaining cell activities, as defined in Eq. (10), are charac-
terised by the constant expressed luxCDABE gene on the
chromosome of A. baylyi ADP1, which is linked to the function
of cellular proteins.
2.4.3. Hydrophobic components release dynamicsThe release process of hydrophobic components in M. oleifera
seeds is comparable with classical polymeric drug delivery
processes and regarded as the slow release dynamics (Zhang
et al., 2014). Considering the time-dependence process in
power law,kineticsofcarbonreleaseprocesscouldbedescribed
in simple form by Eq. (11) (Ritger and Peppas, 1987).
Mt
MN
¼ ktn (11)
Here, Mt is the amount of hydrophobic molecules released
at time t, MN is the theoretical total amount of released mol-
ecules, and k is the release coefficient. Compared with Peppas
Model (Brazel and Peppas, 2000), the relative anomalous
diffusion can be described by respective n value as Fickian
(n ¼ 0.5), Case II (n ¼ 1.0) and Super Case II (n > 1.0) transport.
3. Results
3.1. Components analysis of Moringa oleifera seeds
M. oleifera seeds were determined to contain 1.75% moisture
and 187 mg/g protein. As illustrated in Table 1, the element
concentrations in M. oleifera seeds showed that no significant
Table 1 e Element components in M. oleifera seeds.
Element Concentration(mg/g dry weight)
Standard deviation(mg/g dry weight)
Li 6.628 � 10�6 1.445 � 10�7
Be <LoD e
Na 1.342 5.296 � 10�1
Mg 1.506 2.967 � 10�2
Al < LoD e
K 2.552 1.166 � 10�1
Ca 0.143 2.431 � 10�3
V <LoD e
Cr 2.655 � 10�4 3.385 � 10�5
Mn 3.002 � 10�3 1.183 � 10�4
Fe 1.113 � 10�2 1.525 � 10�3
Co <LoD e
Ni 0.251 � 10�4 1.832 � 10�6
Cu 1.239 � 10�3 2.435 � 10�5
Zn 1.107 � 10�2 2.823 � 10�4
Ga <LoD e
As <LoD e
Se 4.977 � 10�4 5.405 � 10�5
Rb 5.438 � 10�4 2.132 � 10�5
Sr 1.538 � 10�3 2.322 � 10�5
Ag <LoD e
Cd <LoD e
In <LoD e
Cs <LoD e
Ba 3.597 � 10�4 1.030 � 10�4
Tl <LoD e
Pb 0.068 � 10�5 1.095 � 10�6
Bi <LoD e
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7 81
heavy metals or other elements exist, indicating the potential
cytoxicity and genotoxicity of the seeds granules or suspen-
sion were derived from the organic matter. Compared with
previous research (Olaymei and Alabi, 1994) in which M. olei-
fera seeds contain 34.1% protein, 15.5% lipids and 15% carbo-
hydrates, the seeds in this study have less protein and
carbohydrates. The key active components to coagulate dur-
ing water purification process have been suggested as a non-
proteinaceous compound with a molecular mass of <3 kDa
Fig. 1 e Bioluminescent response of ADPWH_recA to soluble (A)
control.
(Okuda et al., 2001). Other research suggested the active
components to be soluble proteins with a net positive charge
and molecule weight of 13 kDa with the coagulant activity
comparable to alum (Ndabigengesere et al., 1995; Sutherland
et al., 1990). The 9.1 kDa flocculent M. oleifera protein MO2.1
has also been shown for its effective coagulation properties
(Pavankumar et al., 2014). Due to the synergetic effects of
complex components in M. oleifera seeds, further GCeMS
analysis failed to distinguish the dominant organic compo-
nents contributing to the toxicity effects (data not shown
here), indicating whole cell bioreporter as an appropriate
approach to estimate the synergetic toxicity of different
water-soluble portion and granules.
3.2. Toxicity of water-soluble Moringa oleifera
Previous research has addressed the cytoxicity and genotox-
icity of various components of M. oleifera seeds (Araujo et al.,
2013), whereas limited work attempted to reveal the respec-
tive toxic effects in hydrophilic and hydrophobic fractions at
the same time. As shown in Fig. 1, significant toxicity effects
were observed for thewhole cell bioreporter after 200e400min
exposure to the solubleM. oleifera seedswater extraction at the
lowest1mg/Lconcentration.CytoxicitywasdominantwhenM.
oleifera concentration was 50 mg/L and genotoxicity was
obvious at concentration over 100 mg/L. Compared with the
equivalent toxicity ofmitomycin C,water soluble proportion of
1.0 gM. oleifera is equal to 1.2mgmitomycinC (Song et al., 2009),
showing significant toxic impacts on water quality. Limited
research has suggested that hydrophobic lipids are the main
cytoxic components in M. oleifera seeds and the dominant
genotoxic components are anti-nutritional factors such as
toxic alkaloids or amino acids (Eilert et al., 1981). Due to limited
dissolution of hydrophobic components, the results demon-
strated that the toxicity of the water extraction and soluble
proportion mainly represent as genotoxicity but slight cytox-
icity. Similar to the conclusion of previous investigation (Grant
et al., 1991), the results suggested that the water-soluble
and granules (B) seeds with mitomycin C (MMC) as positive
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 782
fraction ofM. oleiferahas low toxicity and thedominant toxicity
come from hydrophobic components.
3.3. Toxicity of Moringa oleifera granules andhydrophobic components
Exposing M. oleifera seeds granules to the toxicity bioreporter,
strong cytoxicity impacts were found when the concentration
isabove1mg/L, as illustrated inFig. 2. Thesignificant inhibition
of the granules reduced the bacterial activities, representing a
lower bioluminescent signal. It was interesting that a higher
responsive ratio was observed when the seed granules’ con-
centration was from 50mg/L to 450 mg/L, indicating genotoxic
induction was dominant in higher dosage ofM. oleifera seeds.
To distinguish the unique impacts of cytoxicity and geno-
toxicity of M. oleifera, the toxicity model was simulated
considering respective toxicity mechanisms, as demonstrated
in Fig. 3. The dynamic cytoxic coefficient (kcytoxicity) of water
soluble fraction of M. oleifera seeds is 0.04, remarkably higher
than 0.01 as the coefficient of seeds granules. As for geno-
toxicity, KGenotoxicity, the coefficient of genotoxicity impacts,
was 0.98 and 1.50 for water soluble fraction and seeds gran-
ules respectively, and the SOS response coefficient of gran-
ules, KsLSR$KMO$kssDNA$kMO, is about 10 times higher than that
of the water soluble proportion. The results of model simu-
lation matched the data from the toxicity test (Figs. 4 and 5),
indicating the toxicity effects of M. oleifera seeds were the
combination of cytoxicity and genotoxicity. The different
toxicity coefficients came from the respective dissolution of
hydrophilic components as in previous findings that thewater
soluble fraction of M. oleifera seeds behaved cytoxicity only
when the concentration was below 20 mg/L but genotoxicity
from 20 mg/L to 10,000 mg/L. This was due to high cytoxic
coefficient (less cytoxicity inhibition) and low genotoxic co-
efficient (less genotoxicity effects). Though the cytoxicity ef-
fect of granule seeds is remarkable due to the low cytoxic
coefficient, the high genotoxic coefficient and SOS response
coefficient can promote strong genotoxic response at a certain
level of granule dosage (10 mg/L to 500 mg/L), in accordance
with experimental results.
Fig. 2 e Bioluminescent response of ADPWH_recA to soluble (
It was obvious that different toxicity behaviour of M. olei-
fera seeds was determined by the dissolution of seeds com-
ponents into the aqueous phase. Extracted by ethanol and
hexane respectively, different toxic effects were found for the
hydrophobic components of M. oleifera, as illustrated in Fig. 6.
Ethanol-water extraction performedmainly with genotoxicity
and the highest bioluminescent response was 1.41 when the
seeds concentration was 2000 mg/L (Fig. 6A). The dramatic
bioluminescence signal drop in higher concentration was due
to the impacts of cytoxicity. No significant induction existed in
hexane extraction from 0.1 to 1000 mg/L (Fig. 6B), suggesting
the similar promotion and inhibition effects caused by geno-
toxicity and cytoxicity, followed by strong inhibition and
suppression of bioluminescence at higher concentration. For
the residual fractions, the seeds granules after ethanol treat-
ment behaved similar to the ethanolic-water phase and the
genotoxic response was from 1 to 1000mg/L (Fig. 6C), whereas
the hexane residuals had a peak response (1.32) at 2000 mg/L
(Fig. 6D). M. oleifera is reported to contain three mustard seed
oil glycosides, which were all hydrophobic components. Glu-
cosinolates are precursors or organic iosthiocyanates that
break down to produce giotrogenic agents that cause hyper-
plasis and hypertrophy of the thyroid gland. Isothiocyanates
have shown to cause gastrointestinal tract lesions in cattle
(Majak, 2001). Earlier research isolated the glycosidic mustard
oil from M. oleifera seeds, such as the derivative 4-(a-L-rham-
nosyloxy) benzyl isothiocyanate, from the supernatant and no
significant toxicity were observed (Grabow et al., 1985).
Further research has also demonstrated that less than 2 mg/L
ofM. oleifera seed in water treatment process would not cause
obvious mustard oil leakage to constitute liver infarction
(Oluduro and Aderiye, 2009).
4. Discussion
4.1. Toxicity mechanism of Moringa oleifera
In accordance with model analysis, the toxicity of M. oleifera
can be categorised into the following three types, soluble
A) and granules (B) seeds under different concentrations.
Fig. 3 e Model simulation of respective water-soluble cytoxicity (A), total cytoxicity (B) and genotoxicity (C).
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7 83
cytoxicity, insoluble cytoxicity and genotoxicity. Each toxicity
has respective model parameters with unique biological im-
pacts. From the model prediction illustrated in Figs. 4, 5 and 6,
it is obvious that the bioluminescent response of ADPWH_-
recA to M. oleifera extraction was affected by both cytoxicity
and genotoxicity.
Based on cytoxicity and genotoxicity model, the LC50 and
LC90 of M. oleifera seeds were 8.5 mg/L and 300 mg/L respec-
tively and their genotoxicity is equivalent to 8.3mgmitomycin
C per 1.0 g dry M. oleifera seeds. The results matched previous
investigation on the powdered M. oleifera seeds under
different development stages of a malarial vector Anopheles
stephensi mosquitoes, in which the LC50 and LC90 were
57.79e78.93 mg/L and 125.93e143.20 mg/L, respectively
(Prabhu et al., 2011).
Related research also had the similar opinion towards the
toxicity of M. oleifera with different toxicity assays (Ayotunde
et al., 2011; Kavitha et al., 2012). Ayotunde et al. studied im-
pacts of aqueousM. oleifera extract on the adultNile tilapia, and
they found the toxicity from 300 mg/L with total kidney and
skin cell degeneration, and gill arch and filaments by 350mg/L
resulting in death of all the fish (Ayotunde et al., 2011). Kavitha
exposed M. oleifera to Cyprinus carpio fish cell line and showed
toxicity LC50 at 124.0 mg/L (Kavitha et al., 2012). Further
studies focused on the dichloromethane extract of M. oleifera
seeds indicating their cytoxicity on human cancer cells lines,
non-small cell lung adenocarcinoma (A549), colon carcinoma
(HCT 116) and a non-cancer cell line Chinese hamster ovary
cells (AA8) using the MTT cytoxicity assay. The LC50 values
were evaluated between 2.6 and 3.0 mg/L, and the key cytoxic
components were identified as 4-(40-O-acetyl-a-L-rhamnosy-
loxy) benzyl isothiocyanate and 4-(a-L-rhamnosyloxy) benzyl
isothiocyanate against the non-small cell lung adenocarci-
noma (A549) and colon carcinoma (HCT 116) (Ragasa et al.,
2012).
4.2. Toxicity releasing of Moringa oleifera seeds
Calculated and shown in Table 2, the dynamic cytoxic co-
efficients (kcytoxicity) of the entire extraction and residual
fraction were equal, the value of which is 0.01, suggesting
their similar cytoxic impacts. For genotoxicity, n-hexane
extraction had a higher coefficient of genotoxicity (KGenotoxicity,
0.85) and lower SOS response coefficient
Fig. 4 e Bioluminescent response ratio of ADPWH_recA
against respective concentration of seeds (filtered). Dot for
experimental data and line for model simulation.
Cytoxicity is the dominant toxic impacts when
concentration is below 20 mg/L, whereas genotoxicity can
be observed above the threshold.
Fig. 5 e Bioluminescent response ratio of ADPWH_recA
against respective concentration of seeds (granules). Dot
for experimental data and line for model simulation.
Cytoxicity can be observed when the concentration is at
1 mg/L, and significant cytoxic impacts cover the whole
scale. Genotoxicity can be found when the concentration is
between 10 and 1000 mg/L.
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 784
(KsLSR$KMO$kssDNA$kMO, 0.0018) than those of residual (0.30 and
0.10 respectively), indicating the main genotoxic components
in the extraction fraction. In contrast, higher coefficient of
genotoxicity and lower SOS response coefficientwere found in
the residual fraction (0.70 and 0.002 respectively), compared
with those in the extraction fraction (0.05 and 0.10). It could be
explained by different extraction components via the two
methods. N-hexane is better for oil extraction from plant
seeds than ethanol (Ferreira-Dias et al., 2003), and the residual
fraction contains more hydrophilic lipids and lectins, which
exist in the ethanolic-water extraction phase when treated by
ethanol. Since hexane extraction contains more hydrophobic
components (Nguyen et al., 2011), the results suggested that
the hydrophobic components, such as mustard oil glyco-
sinolates, were the main genotoxic compounds during the
seeds treatment process.
The toxicity dynamics of M. oleifera seeds release process
showed the key mechanism of Fickian diffusion, when real
drinking water from Malawi was tested for the cytoxicity and
genotoxicity change after long term purification treatment by
the seeds (Fig. 7). During the first 2 days, the bioluminescent
response of ADPWH_recA to M. oleifera seeds extraction con-
verted rapidly from inhibition (Day 1) to induction (Day 2). Of
all the hydrophobic fractions, mustard oil glycosinolates are
abundant and the potential toxic components in M. oleifera,
which break drown to glucose sugar, sulphate, iso-
thiocyanates or an organic nitrile (Fuller and McClintock,
1986). Since isothiocyanates are a skin irritant and irritate
the mucous lining of the gastrointestinal tract, genotoxicity
became dominant at low seed concentration levels (10 mg/L),
performing a positive response at 2.71. The further toxic
trends of M. oleifera seeds showed that more genotoxicity was
observed in the drinking water with longer treatment (Day 3
and Day 4), representing the releasing equilibrium of geno-
toxic components. The releasing coefficient was estimated as
0.48, highly related to the treatment process, specifically the
stirring time, indicating the existence of Fickian diffusion
during release process. The macromolecule framework of M.
oleifera seeds resisted the hydrophobic molecule trans-
portation (Westedt et al., 2007), which was significantly
affected by interface reaction and water sorption (Hopfenberg
and Frisch, 1969). Associated with pretreatment and granule
scales, the Fickian diffusion coefficient (k, mg (g d1/2)�1) was
1.08, representing the high toxicity releasing capacity of M.
oleifera seeds during water purification process. It is remark-
able that higher risk of carcinogenic effect might exist in the
drinking water samples after long-term treatment due to the
metabolites of mustard oil glycosinolates. For example, the
isothiocyanates might cause the inhibition of iodine uptake
for the thyroid, consequently resulting in kidney and liver
damage due to the treated drinking water (Fuller and
McClintock, 1986).
4.3. Synergetic toxicity effects of M. oleifera seeds
Comparing the different cytoxicity and genotoxicity of hexane
or ethanol extraction and residuals, it was clear that the total
toxicity of M. oleifera seeds was not equal to the sum of the
respective solvent extraction and residuals, indicating that
the synergetic effects existed. As illustrated in Table 2, various
Fig. 6 e Toxicity dynamics of M. oleifera seeds extraction (A for ethanol and B for hexane) and residuals (C for ethanol and D
for hexane) with respective hexane and ethanol solvent.
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7 85
types of M. oleifera seeds granules have their unique cytoxic
and genotoxic effects. The dynamic cytoxic coefficients of
either extraction or residual fractions in n-hexane and
ethanol treatment were lower (higher cytoxicity) than that of
water-soluble fraction of M. oleifera seeds. The repression ef-
fects therefore existed in seeds granules to reduce the integral
cytoxicity of the seeds, resulting in higher cytoxicity of water-
soluble compounds in the aqueous phase without such sup-
pression (Araujo et al., 2013). In contrast, genotoxicity had the
acceleration effects that the coefficients of genotoxicity in all
Table 2 e Parameters of genotoxicity and cytoxicity in differen
Treatment kcytoxicity
Water soluble fraction 0.04
Seeds granules 0.01
Hexane extraction 0.01
Hexane residual 0.01
Ethanol extraction 0.01
Ethanol residual 0.01
the fractions were significantly lower than water-soluble
fraction or seeds granules, hinting that the interaction be-
tween hydrophobic and hydrophilic components could pro-
mote the genotoxicity of the seeds. Chemical analysis faced
challenges to distinguish such repression or acceleration ef-
fects of toxicity in complex samples, such as the M. oleifera
seeds, since it could only provide the existence and level of
each component, not linking individual molecule and their
compound with any toxic effects. To estimate the synergetic
impacts of cytoxicity and genotoxicity, the bioreporter is an
t treatments.
KGenotoxicity KsLSR$KMO$kssDNA$kMO
0.98 0.004
1.50 0.05
0.85 0.0018
0.30 0.1
0.05 0.1
0.70 0.002
Fig. 7 e The toxicity of M. oleifera treated water sample
from Malawi. Assessed on the Day 1, 2, 3 and 4 after
treatment, the water samples behaved cytoxicity and
genotoxicity change, caused by the occurrence of
biodegradation and release of metabolites.
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 786
effective tool and has the capability to represent the compli-
cated toxicity effects via SOS regulated bioluminescence
response.
5. Conclusion
With the bioreporter estimation and model analysis, sig-
nificant cytoxicity and genotoxicity of M. oleifera seeds are
investigated in this research. The whole cell bioreporter is a
cost-effective, easy-operation and reliable tool, as an alter-
native assessment technique for analysis of toxicity levels
within drinking water, particularly for developing countries.
The results indicated that the main toxicity is from the
insoluble fatty acidic components of M. oleifera, which would
remain in the supernatant. The high risk of M. oleifera seeds
for water purification suggests further investigation of
appropriate water purification techniques for rural areas in
developing countries. Having target characteristics of low
cost and ecological friendly methods for water treatment,
other potential approaches are the pretreatment of M. olei-
fera seeds to reduce the toxicity, such as seeds extraction
heating at 80 �C for toxic enzymes deactivation (Ferreira
et al., 2009) or advanced precipitation to remove the resid-
ual proteins.
Acknowledgements
The authors would like to thank National Natural Science
Foundation of China (41301331) for financial support. Dr Jamie
Young (Sheffield Hallam University) helped in chemical
analysis of M. oleifera seeds components.
r e f e r e n c e s
Araujo, L.C.C., Aguiar, J.S., Napoleao, T.H., Mota, F.V.B.,Barros, A.L.S., Moura, M.C., Coriolano, M.C., Coelho, L.,Silva, T.G., Paiva, P.M.G., 2013. Evaluation of cytotoxic andanti-inflammatory activities of extracts and lectins fromMoringa oleifera seeds. PLoS One 8 (12).
Asare, G.A., Gyan, B., Bugyei, K., Adjei, S., Mahama, R., Addo, P.,Otu-Nyarko, L., Wiredu, E.K., Nyarko, A., 2012. Toxicitypotentials of the nutraceutical Moringa oleifera at supra-supplementation levels. J. Ethnopharmacol. 139 (1), 265e272.
Awodele, O., Oreagba, I.A., Odoma, S., da Silva, J.A.T.,Osunkalu, V.O., 2012. Toxicological evaluation of the aqueousleaf extract of Moringa oleifera Lam. (Moringaceae). J.Ethnopharmacol. 139 (2), 330e336.
Ayotunde, E.O., Fagbenro, O.A., Adebayo, O.T., 2011. Histologicalchanges in Oreochromis niloticus (Linnaeus 1779) exposed toaqueous extract of Moringa oleifera seeds powder. Turk. J. Fish.Aquat. Sci. 11 (1), 37e43.
Brazel, C.S., Peppas, N.A., 2000. Modeling of drug release fromswellable polymers. Eur. J. Pharm. Biopharm. 49 (1), 47e58.
Cajuday, L.A., Pocsidio, G.L., 2010. Effects of Moringa oleifera Lam.(Moringaceae) on the reproduction of male mice (Musmusculus). J. Med. Plants Res. 4 (12), 1115e1121.
Chivapat, S., Sincharoenpokai, P., Saktiyasuthorn, N.,Shuaprom, A., Thongsrirak, P., Sakpetch, A., Rungsipipat, A.,2011. Acute and chronic toxicity of Moringa oleifera Linn leavesextracts. Thai J. Veterinary Med. 41 (4), 417e423.
Chivapat, S., Sincharoenpokai, P., Suppajariyawat, P.,Rungsipipat, A., Phattarapornchaiwat, S.,Chantarateptawan, V., 2012. Safety evaluations of ethanolicextract of Moringa oleifera Lam. Seed in experimental animals.Thai J. Veterinary Med. 42 (3), 343e352.
Diaz, A., Rincon, N., Escorihuela, A., Fernandez, N., Chacin, E.,Forster, C.F., 1999. A preliminary evaluation of turbidityremoval by natural coagulants indigenous to Venezuela.Process Biochem. Amst. Neth. 35 (3e4), 391e395.
Eilert, U., Wolters, B., Nahrstedt, A., 1981. The antibiotic principleof Moringa oleifera and Moringa stenopetala. Planta Medica 42 (1),55e61.
Fahey, J.W., 2005. Moringa oleifera: a review of the medicalevidence for its nutritional, therapeutic, and prophylacticproperties. Trees Life J. 1 (5).
Ferreira-Dias, S., Valente, D.G., Abreu, J.M.F., 2003. Comparisonbetween ethanol and hexane for oil extraction from Quercussuber L. fruits. Grasas Y Aceites 54 (4), 378e383.
Ferreira, P.M.P., Carvalho, A.F.U., Farias, D.F., Cariolano, N.G.,Melo, V.M.M., Queiroz, M.G.R., Martins, A.M.C., Machado-Neto, J.G., 2009. Larvicidal activity of the water extract ofMoringa oleifera seeds againstAedes aegypti and its toxicity uponlaboratory animals. An. Acad. Bras. Ciencias 81 (2), 207e216.
Foster, P.L., 2007. Stress-induced mutagenesis in bacteria. Crit.Rev. Biochem. Mol. Biol. 42 (5), 373e397.
Fuller, T.C., McClintock, E., 1986. Poisonous Plants of California.University of California Press, Berkeley, California.
Ghebremichael, K.A., Gunaratna, K.R., Henriksson, H., Brumer, H.,Dalhammar, G., 2005. A simple purification and activity assayof the coagulant protein from Moringa oleifera seed. Water Res.39 (11), 2338e2344.
Gilchrest, B.A., Eller, M.S., 1999. DNA photodamage stimulatesmelanogenesis and other photoprotective responses. J.Investig. Dermatol. Symp. Proc. 4 (1), 35e40.
Grabow, W.O.K., Slabbert, J.L., Morgan, W.S.G., Jahn, S.A.A., 1985.Toxicity and mutagenicity evaluation of water coagulatedwith Moringa oleifera seed preparations using fish, protozoan,bacterial, coliphage, enzyme and Ames Salmonella assays.Water SA 11 (1), 9e14.
wat e r r e s e a r c h 5 6 ( 2 0 1 4 ) 7 7e8 7 87
Grant, G., More, L.J., McKenzie, N.H., Dorward, P.M., Stewart, J.C.,Telek, Pusztai, A., 1991. A survey of the nutritional andhaemagglutination properties of several tropical seeds. Livest.Res. Rural Dev. 3 (3).
Hopfenberg, H.B., Frisch, H.L., 1969. Transport of organicmicromolecules in amorphous polymers. J. Polym. Sci. Part B-Polymer Lett. 7 (6), 405e409.
Joiner, M.C., Lambin, P., Marples, B., 1999. Adaptive response andinduced resistance. Comp. Rend. Acad. Des. Sci. Ser. III-Sci.Vie-Life Sci. 322 (2e3), 167e175.
Kavitha, C., Ramesh, M., Kumaran, S.S., Lakshmi, S.A., 2012.Toxicity ofMoringa oleifera seed extract on some hematologicaland biochemical profiles in a freshwater fish, Cyprinus carpio.Exp. Toxicol. Pathol. 64 (7e8), 681e687.
Krishna, S., Maslov, S., Sneppen, K., 2007. UV-inducedmutagenesis in Escherichia coli SOS response: a quantitativemodel. PLoS Comput. Biol. 3 (3), 451e462.
Madsen, M., Schlundt, J., Omer, E.E., 1987. Effect of watercoagulation by seeds of Moringa oleifera on bacterialconcentrations. J. Tropical Med. Hyg. 90 (3), 101e109.
Majak, W., 2001. Review of toxic glycosides in rangeland andpasture forages. J. Range Manag. 54 (4), 494e498.
Muyibi, S.A., Evison, L.M., 1995a. Moringa-oleifera seeds forsoftening hardwater. Water Res. 29 (4), 1099e1104.
Muyibi, S.A., Evison, L.M., 1995b. Optimizing physical parametersaffecting coagulation of turbid water with Moringa-oleiferaseeds. Water Res. 29 (12), 2689e2695.
Ndabigengesere, A., Narasiah, K.S., Talbot, B.G., 1995. Activeagents and mechanism of coagulation of turbid waters usingMoringa-oleifera. Water Res. 29 (2), 703e710.
Nguyen, H.N., Gaspillo, P.A.D., Maridable, J.B., Malaluan, R.M.,Hinode, H., Salim, C., Huynh, H.K.P., 2011. Extraction of oilfrom Moringa oleifera kernels using supercritical carbondioxide with ethanol for pretreatment: optimization of theextraction process. Chem. Eng. Process. 50 (11e12), 1207e1213.
Nkurunziza, T., Nduwayezu, J.B., Banadda, E.N., Nhapi, I., 2009.The effect of turbidity levels andMoringa oleifera concentrationon the effectiveness of coagulation in water treatment. WaterSci. Technol. 59 (8), 1551e1558.
Okuda, T., Baes, A.U., Nishijima, W., Okada, M., 2001. Isolationand characterization of coagulant extracted from Moringaoleifera seed by salt solution. Water Res. 35 (2), 405e410.
Olaymei, A.B., Alabi, R.O., 1994. Studies on traditional waterpurification using Moringa oleifera seeds. Afr. Study Monogr. 15(3), 135e142.
Oluduro, A.O., Aderiye, B.I., 2009. Effect of Moringa oleifera seedextract on vital organs and tissue enzymes activities of malealbino rats. Afr. J. Microbiol. Res. 3 (9), 537e540.
Ouedraogo, M., Lamien-Sanou, A., Ramde, N., Ouedraogo, A.S.,Zongo, S.P., Goumbri, O., Duez, P., Guissou, P.I., 2013. Protectiveeffect of Moringa oleifera leaves against gentamicin-inducednephrotoxicity in rabbits. Exp. Toxicol. Pathol. 65 (3), 335e339.
Pavankumar, A.R., Kayathri, R., Murugan, N.A., Zhang, Q.,Srivastava, V., Okoli, C., Bulone, V., Rajarao, G.K., Agren, H.,
2014. Dimerization of a flocculent protein from Moringaoleifera: experimental evidence and in silico interpretation. J.Biomol. Struct. Dyn. 32 (3), 406e415.
Prabhu, K., Murugan, K., Nareshkumar, A., Ramasubramanian, N.,Bragadeeswaran, S., 2011. Larvicidal and repellent potential ofMoringa oleifera against malarial vector, Anopheles stephensiListon (Insecta: Diptera: Culicidae). Asian Pac. J. Trop. Biomed.1 (2), 124e129.
Ragasa, C.Y., Levida, R.M., Don, M.J., Shen, C.C., 2012. Cytotoxicisothiocyanates from Moringa oleifera Lam seeds. Phillip. Sci.Lett. 5 (1), 46e52.
Ramalho de Oliveira, C.F., Luz, L.A., Guedes Paiva, P.M.,Breitenbach Barroso Coelho, L.C., Marangoni, S., RodriguesMacedo, M.L., 2011. Evaluation of seed coagulant Moringaoleifera lectin (cMoL) as a bioinsecticidal tool with potential forthe control of insects. Process Biochem. Amst. Neth. 46 (2),498e504.
Ritger, P.L., Peppas, N.A., 1987. A simple equation for descriptionof solute release. I. Fickian and non-fickian release from non-swellable devices in the form of slabs, sphere, cylinders ordiscs. J. Control. Release 5 (1), 23e26.
Sancar, A., 1996. DNA excision repair. Annu. Rev. Biochem. 65,43e81.
Santos, A.F.S., Luz, L.A., Argolo, A.C.C., Teixeira, J.A.,Paiva, P.M.G., Coelho, L.C.B.B., 2009. Isolation of a seedcoagulant Moringa oleifera lectin. Process Biochem. Amst. Neth.44 (4), 504e508.
Song, Y., Li, G., Thornton, S.F., Thompson, I.P., Banwart, S.A.,Lerner, D.N., Huang, W.E., 2009. Optimization of bacterialwhole cell bioreporters for toxicity assay of environmentalsamples. Environ. Sci. Technol. 43 (20), 7931e7938.
Sutherland, J.P., Folkard, G.K., Grant, W.D., 1990. Naturalcoagulants for appropriate water treatment: a novel approach.Waterlines 8 (4), 30e32.
Sutherland, J.P., Folkard, G.K., Mtawali, M.A., Grant, W.A., 1994.Affordable Water Supply and Sanitation, Colombo, Sri Lanka.
Westedt, U., Kalinowski, M., Wittmar, M., Merdan, T., Unger, F.,Fuchs, J., Schaller, S., Bakowsky, U., Kissel, T., 2007. Poly(vinylalcohol)-graft-poly(lactide-co-glycolide) nanoparticles forlocal delivery of paclitaxel for restenosis treatment. J. Control.Release 119 (1), 41e51.
Zhang, D., Ding, A., Cui, S., Hu, C., Thornton, S.F., Dou, J., Sun, Y.,Huang, W.E., 2013. Whole cell bioreporter application forrapid detection and evaluation of crude oil spill in seawatercaused by Dalian oil tank explosion. Water Res. 47 (3),1191e1200.
Zhang, D., Zhang, X., Wang, Y., Zhou, G., Li, G., 2014. Innovativeslow-release organic carbon-source material for groundwaterinsitu denitrification. J. Environ. Sci.-China Publ..
Zhang, D., Zhao, Y., He, Y., Wang, Y., Zhao, Y., Zheng, Y., Wei, X.,Zhang, L., Li, Y., Jin, T., Wu, L., Wang, H., Davison, P.A., Xu, J.,Huang, W.E., 2012. Characterization and modeling oftranscriptional cross-regulation in Acinetobacter baylyi ADP1.ACS Synth. Biol. 1 (7), 274e283.