chapter 1 introduction 1.1 rational and/or hypothesis
TRANSCRIPT
CHAPTER 1
INTRODUCTION
1.1 Rational and/or hypothesis
Aflatoxins are naturally occurring mycotoxins that are produced by many
species of Aspergillus, mostly A. flavus, A. niger and A. parasiticus. Aflatoxins are
found worldwide in air, soil, dead plants and animals. They contaminate a wide
variety of important agricultural products such as peanuts, maize, rice and cottonseed.
Many countries in tropical and subtropical regions with weather of relatively high
temperature and humidity are suitable for growth of the molds and for production of
the toxin [1-3]. The main biological effects of aflatoxins are highly toxic, mutagenic,
teratogenic and carcinogenic compounds that have been implicated as causative
diseases in humans and animals. Human exposure to aflatoxins can result directly
from ingestion of contaminated foods, or indirectly from consumption of foods from
animals previously exposed to aflatoxins in feeds. The contamination in livestock feed
frequently results in poor growth and feed conversion efficiency, increased mortality
rates and a greater susceptibility to diseases [4]. The problem of food and feed
contamination with aflatoxins is of current concern and has received a great deal of
attention during the last three decades. Removal or inactivation of aflatoxin in food
and feedstuffs is a major global concern. Aflatoxins can be detoxified or removed
from contaminated foods and feeds by physical, chemical and biological methods.
The physical methods include solvent extraction, adsorption, heat treatment and
irradiation [5]. The approach to reduce this problem has been the dietary inclusion of
high affinity adsorbents that can bind aflatoxin e.g. commercial toxin binder and
bentonite [6-7]. Clay minerals, are hydrous aluminium phyllosilicates, sometimes with
variable amounts of iron, magnesium, alkali metals, alkaline earth and other cations
have been employed as well [8]. The binding of clay particles to mycotoxins is a very
complex process. Using clay products having a high cation exchange capacity can
have undesirable nutritional consequences to the animal by binding to mineral
components in the diet. Various types of clays including montmorillonite,
clinoptilolite and kaolinite have been used to adsorb Aflatoxin B1 (AFB1) in aqueous
solution. These clays showed more effective than other adsorbents. The objective of
this study was to investigate the adsorption behaviors of AFB1 on different natural
adsorbents. One of the most encouraging approaches in solving the aflatoxin problem
is the adsorption process, which it is operative in most natural physical, biological and
chemical systems and is widely used in industrial applications [9]. The exact nature of
the bonding depends on the details of the species involved, but the adsorbed material
is generally classified as exhibiting physisorption or chemisorption [10].
1.2 Theory and literature review
1.2.1 Aflatoxin B1
Production of AFBl by A. flavus and A. parasiticus is higher in rice than in
peanut. Pure AFB1 is pale-white to yellow crystalline, odorless solid. Aflatoxins are
soluble in methanol, chloroform, acetone and acetonitrile. A. flavus typically produces
AFB1 and AFB2, wherever A. parasiticus produces AFG1 and AFG2 as well as AFB1
and AFB2. Four other AFM1, AFM2, AFB2A and AFG2A are produced in minor
2
3
amounts, were subsequently isolated from cultures of A. flavus and A. parasiticus. A
number of closely related compounds namely AFGM1, parasiticol and aflatoxicol are
also produced by A. flavus. AFM1 and AFM2 are major metabolites of AFB1 and
AFB2 respectively, found in milk of animals that have consumed feed contaminated
with aflatoxins [11]. Chemical and physical properties of aflatoxins are given in Table
1.1, and aflatoxins are normally refers to the group of difurano-coumarins and
classified in two broad groups according to their chemical structures; the
difurocoumarocyclopentenone series (AFB1, AFB2, AFB2A, AFM1 and AFM2) and the
difurocoumarolactone series (AFG1, AFG2 and AFG2A) are shown in Figure 1.1 The
IUPAC name for AFB1 as 2,3,6aα,9aα-tetrahydro-4-methoxycyclopenta[c]furo[3’, 2’:
4,5][1] benzopyran1,11-dione [12-13].
Table 1.1 Chemical and physical properties of aflatoxins [12]
Aflatoxin Molecular formula Molecular weight Melting point
AFB1 C17 H12O6 312 268-269
AFB2 C17 H14O6 314 286-289
AFG1 C17 H12O7 328 244-246
AFG2 C17 H14O7 330 237-240
AFM1 C17 H12O7 328 299
AFM2 C17 H14O7 330 293
AFB2A C17 H14O7 330 240
AFG2A C17 H14O8 346 190
4
O O OCH3
O
OO
O O OCH3
O
OO
O O OCH3
O
O
O
O
O O OCH3
O
O
O
O
O O OCH3
O
OO
OH
O O OCH3
O
OO
OH
O O OCH3
O
OO
HO O O OCH3
O
O
O
O
HO
Figure 1.1 Chemical structures of aflatoxins [13]
AFB1 AFB2
AFG1 AFG2
AFM1 AFM2
AFB2A AFG2A
5
1.2.1.1 Occurrence
Many agricultural commodities are liable to infestation by aflatoxigenic molds
producing aflatoxins. The growth of the molds and production of aflatoxins in natural
substrates are influenced by a number of factors including types of substrates, fungal
species, moisture content of the substrate, presence of minerals, and relative humidity
of the surroundings, temperature and physical damage of kernels.
(i) Raw agricultural products
Aflatoxins often occur in crops in the field prior to harvest. After harvest,
contamination can occur if crop drying is delayed and the crop storage is too moist.
Insect or rodent infestations facilitate mold invasion of some stored commodities.
Aflatoxins can be detected in milk, cheese, corn, peanuts, cottonseed, nuts, almonds,
figs, spices and a variety of other foods and feeds. Milk, eggs and meat products are
sometimes contaminated because of the animal consumption of aflatoxin-
contaminated feed. However, the commodities with the highest risk of aflatoxin
contamination are corn, peanuts, and cottonseed.
(ii) Processed foods
Corn is probably the commodity of greatest worldwide concern. It is
grown in climates that are likely to have perennial contamination with aflatoxins, and
corn is the staple food of many countries. However, procedures used in the processing
of corn help to reduce contamination the resulting food product. This is because
although aflatoxins are stable to moderately stable in most food processes, they are
unstable in processes such as those used in making tortillas that employ alkaline
6
conditions or oxidizing steps. Aflatoxin-contaminated corn and cottonseed meal in
dairy rations have resulted in AFM1 contaminated milk and milk products, including
non-fat dry milk, cheese and yogurt [14].
1.2.1.2 Toxicity
Humans are exposed to aflatoxins by consuming foods contaminated with
products of fungal growth. Such exposure is difficult to avoid because fungal growth
in foods is not easy to prevent. Even though heavily contaminated food supplies are
not permitted in the market place in developed countries, concern still remains for the
possible adverse effects resulting from long-term exposure to low levels of aflatoxins
in the food supply. Evidence of acute aflatoxicosis in humans has been reported from
many parts of the world, namely the Third World Countries, like Taiwan, Ouganda,
India, and many others. The syndrome is characterized by vomiting, abdominal pain,
pulmonary edema, convulsions, coma and death with cerebral edema and fatty
involvement of the liver, kidneys and heart.
Aflatoxins are toxic and carcinogenic to animals, including humans. After
entering the body, aflatoxins are metabolized by the liver to an intermediate reactive,
AFM1, an epoxide. The aflatoxins display potency of toxicity, carcinogenicity,
mutagenicity in the order of AFB1 > AFG1 > AFB2 > AFG2. Structurally the
dihydrofuran moiety, containing double bond, and the constituents liked to the
coumarone moiety are of importance in producing biological effects. Moreover,
aflatoxins have been associated with incidence of the disease kwashiorkor, a
consequence of protein energy malnutrition in children. Ingestion of aflatoxins leads
to substantial loss of productivity and degradation of meat quality in farm animals
7
consuming contaminated feeds. The discovery of aflatoxins dates back to the year
1960, more than 100,000 young turkeys on poultry farms in England died in the
course of a few months from an apparently new disease that was termed "Turkey X
disease". It was soon found that the difficulty was not limited to turkeys. Ducklings
and young pheasants were also affected and heavy mortality was experienced. A
careful survey of the early outbreaks showed that they were all associated with feeds,
namely Brazilian peanut meal. An intensive investigation of the suspect peanut meal
was undertaken and it was quickly found that this peanut meal was highly toxic to
poultry and ducklings with symptoms typical of Turkey X disease [13-15].
1.2.1.3 Detoxification
The reactions of aflatoxins to various physical, chemical conditions and
reagents have been studied extensively because of the possible application of such
reactions to the detoxification of aflatoxins contaminated material.
(i) Heat
Aflatoxins have high decomposition temperatures ranging from 237 °C to
306 °C. Solid AFB1 is relatively stable to dry heating at temperatures below its
thermal decomposition temperature of 267 °C. The use of heat to inactivate aflatoxin
in contaminated food has been attempted. Normal home cooking conditions such as
boiling and frying (~150 °C) failed to destroy AFB1 and AFG1 in the solid state.
Temperatures above 150 °C were necessary to attain partial destruction of the toxin.
The extent of the destruction achieved was very dependent on the initial level of
contamination, heating temperature and time. Moreover, the type of food and
8
aflatoxin also influenced the degree of inactivation achieved. Degradation of aflatoxin
by heat is also governed by the moisture content, pH and ionic strength of the food [1].
(ii) Oxidizing agents
Many oxidizing agents, such as sodium hypochlorite, potassium
permanganate, chlorine, hydrogen peroxide, ozone and sodium perborate react with
aflatoxin and change the aflatoxin molecule in some way as indicated by the loss of
fluorescence. The mechanisms of these reactions are uncertain and the reaction
products remain unidentified in most cases [16-17].
(iii) Extraction
Extraction with solvents has been used to remove aflatoxins from the
oilseeds, peanut, and cottonseed. Materials treated in this way may only be suitable
for animal feeding. The solvents used include 95% ethanol, 90% aqueous acetone,
80% isopropanol, hexane-methanol, methanol- water, acetonitrile-water, hexane-
ethanol-water and acetone-hexane-water. The solvent: sample ratio was found to be
crucial for recovery of the toxin. Solvent extraction can remove all traces of aflatoxin
from oilseed meals with no formation of toxic byproducts or reduction in protein
content and quality. However, large-scale application of this technique is limited by
high cost and a problem related to disposal of the toxic extracts [1, 16-17].
(iv) Irradiation
Radiation is classified into two categories: ionizing and non-ionizing. In
ionizing radiation (e.g. X-rays, gamma rays and ultraviolet rays) potential changes
9
may occur in molecules of the irradiated object with little or virtually no temperature
rise. These molecular changes might be quite harmful to living organisms exposed to
large doses of ionizing radiation. On the other hand, non-ionizing radiation (e.g. radio
waves, microwaves, infrared waves, visible light) in sufficient intensity leads to a rise
in temperature, usually accompanied by molecular changes that are of no hazardous
nature to man. The use of ionizing radiation to free foods from pathogenic
microorganisms is among the methods applicable in food preservation. Despite the
debate on safety of irradiated foods in connection with human health, however, food
irradiation is becoming a technique of potential application on a commercial scale to
render food products sterile [1].
(v) Adsorption
Several adsorbents can bind and thus remove aflatoxins from aqueous
solution. For example: the in vitro and in vivo applications of hydrated sodium
calcium aluminosilicate (HSCAS) to adsorb aflatoxins and other mycotoxins were
reported. The effect on animals due to dietary addition of HSCAS to feedstuffs
contaminated with mycotoxins was discussed in a variety of farm animals. HSCAS, a
sorbent compound obtained from natural zeolite, has demonstrated an ability to bind
mycotoxins with a high affinity. Addition of this compound to feedstuffs
contaminated with aflatoxins has shown a protective effect against the development of
aflatoxicosis in farm animals [18-19]. Many other materials have been reported for
AFB1 adsorption such as montmorillonite silicate, a commonly the main constituent
of the clays known as bentonites. NovaSil Plus is a naturally-occurring and heat
processed calcium montmorillonites that is commonly used as an anticaking additive
10
in animal feed [20-21], Novasil clay provided significant protection from the adverse
effects of aflatoxins in multiple animal species by decreasing bioavailability from the
gastrointestinal tract [22].
Kaolinite essentially has no spacing between the platelets, while smectites
such as naturally acidic montmorillonite clay have a considerable amount of spacing,
depending on the interlamellar cation. The direct result of an interlamellar space is
that the surface area of smectite clays can be considerable [23]. Sodium bentonite
from southern Argentina had a high ability to sorbs AFB1 from aqueous solution.
Adsorption of zearalenone, ochratoxin, and AFB1 on natural zeolite,
clinoptilolite, modified with different amounts of octadecyldimethyl benzyl
ammonium ions was investigated [24]. Natural zeolite and clinoptilolite modified
with different levels of octadecyldimethylbenzyl ammonium were effective in
adsorbing the ionizable mycotoxins zearalenone and ochratoxin A. However, the
adsorption of AFB1 was greatly reduced when compared to the unmodified zeolitic
tuff, which had a high affinity for AFB1 [25]. Obviously, there exists a need for a
systematic approach to test potential sorbent/mycotoxin combinations in vitro to rank
them for testing in vivo. These include single-concentration sorption, isotherms and
chemisorption index. There were compared as methods for predicting the adsorption
of AFB1 from solution by four adsorbents: HSCAS, charcoal, clinoptilolite and sand
[26]. Moreover, the adsorption of AFB1 by cation-exchanged clinoptilolite zeolitic
tuff and montmorillonite was investigated at 37 ºC and pH 3.8 from an aqueous
electrolyte having a composition similar to that of gastric juices of animals. The
impact of the mineral adsorbents on the reduction of essential nutrients present in
animal feed (Cu, Zn, Mn and Co) showed that the Ca-rich montmorillonite had a
11
higher capability for the reduction of the microelements than the Ca-rich clinoptilolite
[27].
Clay minerals are hydrous aluminium phyllosilicates, sometimes with
variable amounts of iron, magnesium, alkali metals, alkaline earth and other cations.
The phyllosilicates that contain large percentages of water trapped between the
silicate sheets. The silica form tetrahedral sheets, and the alumina forms octahedral
sheets. Some of clay particles have the ability to absorb moisture and will expand
while others do not. The difference is due to clay chemistry and the elements (cations)
that are components of the layers. There among the most important minerals are used
by manufacturing and environmental industries. The characteristics common to all
clay minerals derive from their chemical composition, layered structure, and size.
Clay minerals all have a great affinity for water. Some swell easily and may double in
thickness when wet. Most have the ability to soak up ions (electrically charged atoms
and molecules) from a solution and release the ions later when conditions change [28-
29]. The summary of clay mineral properties are given in Table 1.2
Another important property of clay minerals, the ability to exchange ions,
relates to the charged surface of clay minerals. Ions can be attracted to the surface of a
clay particle or taken up within the structure of these minerals. The property of clay
minerals that causes ions in solution to be fixed on clay surfaces or within internal
sites applies to all types of ions, including organic molecules like pesticides. Clays
can be an important vehicle for transporting and widely dispersing contaminants from
one area to another [30-34]. All clay minerals show different expansions, whereas
kaolinite, hydrous mica, and chlorite are non-expanding minerals and the others are
expanding minerals. In kaolinite the bonding is strong, montmorillonite and
12
vermiculite show very weak to weak bonding due to various cations between the
sheets, therefore they show a great expansion, especially in wet conditions. In chlorite,
the bonding is moderate to strong because of the positively charged octahedral layer
[35].
Table 1.2 Summary of clay mineral properties [34]
Secondary
mineral
Interlayer condition
/ Bonding
CEC
[cmol/kg]
Swelling
potential
Specific
surface
area
[m2/g]
Basal
spacing
[nm]
Kaolinite
lack of interlayer
surface, strong
bonding
3 - 15 almost
none 5 - 20 0.72
Montmorillonite very weak bonding,
great expansion 80 - 150 high 700 - 800 0.98 - 1.8 +
Vermiculite weak bonding, great
expansion 100 -150 high 500 - 700 1.0 - 1.5 +
Hydrous Mica partial loss of K,
strong bonding 10 - 40 low 50 - 200 1.0
Chlorite
moderate to strong
bonding, non-
expanding
10 - 40 none - 1.4
1.2.2 Adsorption study
Adsorption is a process that occurs when a liquid or gas (called adsorbate)
accumulates on the surface of a solid or liquid (adsorbent), forming a molecular or
atomic film (adsorbate). It is different from absorption, where a substance diffuses
into a liquid or solid to form a "solution". The term sorption encompasses both
13
processes, while desorption is the reverse process. Adsorption is operative in most
natural physical, biological and chemical systems, and is widely used in industrial
applications such as activated charcoal, synthetic resins and water purification. The
most common industrial adsorbents are activated carbon, silica gel and alumina,
because they present enormous surface areas per unit weight. Temperature effects on
adsorption are profound, and measurements are usually at a constant temperature.
Graphs of the data are called isotherms. Most steps using adsorbents have little
variation in temperature. Adsorption, ion exchange and chromatography are sorption
processes in which certain adsorptive are selectively transferred from the fluid phase
to the surface of insoluble, rigid particles suspended in a vessel or packed in a column.
Similar to surface tension, adsorption is a consequence of surface energy. In a bulk
material, all the bonding requirements (be they ionic, covalent or metallic) of the
constituent atoms of the material are filled. Nevertheless, atoms on the surface
experience a bond deficiency, because they are not wholly surrounded by other atoms.
Thus, it is energetically favorable for them to bond with whatever happens to be
available. The exact nature of the bonding depends on the details of the species
involved, but the adsorbed material is generally classified as exhibiting physisorption
or chemisorption [36-37].
There is also a greater attraction of surface atoms toward neighboring atom in
the liquid or solid. This results in stronger bonds between surface atom and closer
distances as compared with atoms underneath the surface. This tendency for the atoms
to compress gives rise to surface tension. The unfilled forces at the surface can be
satisfied by adsorption of atom or molecule of another species. This reduces the
attractions of the surface atoms or molecule of soil or liquid toward its neighbors of
14
the same kind and reduces the surface tension. Thus, adsorption is always
accompanied by a decrease in surface tension.
Table 1.3 The properties of physical and chemical adsorptions [38]
Physical adsorption Chemical adsorption
Low heat of adsorption
(< 2 or 3 times latent heat of evaporation)
High heat of adsorption
(> 2 or 3 times latent heat of evaporation)
Non specific Highly specific
Monolayer or multilayer
No dissociation of adsorbed
Only significant at relatively low
temperature
Monolayer only
May involve dissociation
Possible over a wide range of temperature
Rapid, non-activated, reversible
No electron transfer although polarization
of sorbate may occur
Activated, may be slow and irreversible
Electron transfer leading to bond
formation between sorbate and surface
1.2.2.1 Physical adsorption and chemisorption
All adsorption processes, whether physical or chemical in character, are
accompanied by decrease in a free surface-energy. Physical adsorption frequently
referred to as van der Waals adsorption, occurs where there are relatively weak
adhensional forces between adsorbate and adsorbent. The heat evolved when a gas is
physically adsorbed is usually similar to the heat of liquefaction of the gas. On the
other hand, chemical adsorption arises from the actual formation of a chemical bond
with the surface. The heat evolved is the same of the order as those liberated in
15
chemical reaction, from about 10 to 100 kcal per mole. Physical adsorption occurs
rapidly and is reversible. Chemisorption is irreversible or reversible with great
difficulty. Physical adsorption also differs from chemical adsorption in that the former
requires little of any activation energy. With chemisorption, the activation energy can
be very considerable [38]. The difference between physical and chemical adsorption
is illustrated in Table 1.3.
1.2.2.2 Classification of adsorption isotherm
Isotherms provide a significant amount of information about the adsorbent
used and the interaction with the adsorbate in the system. Adsorption takes place
because of the presence of an intrinsic surface energy. When a material is exposed to
a gas, an attractive force acts between the exposed surface of the solid and the gas
molecules. The result of these forces is characterized as physical (or Van der Waals)
adsorption, in contrast to the stronger chemical attractions associated with
chemisorption. The surface area of a solid includes both the external surface and the
internal surface of the pores. Due to the weak bonds involved between gas molecules
and the surface, adsorption is a reversible phenomenon. Gas physisorption is
considered non-selective, thus filling the surface step by step (or layer by layer)
depending on the available solid surface and the relative pressure. Filling the first
layer enables the measurement of the surface area of the material, because the amount
of gas adsorbed when the mono-layer is saturated is proportional to the entire surface
area of the sample. The complete adsorption/desorption analysis is called an
adsorption isotherm. The six IUPAC standard adsorption isotherms are shown below,
they differ because the systems demonstrate different gas/solid interactions.
16
Figure 1.2 Diagrammatic representation of isotherm classification [37]
The Figure 1.2 shows the possible shapes and information which may be
drawn from them is outlined below:
Type I Isotherm - these are typical of adsorbents with a predominantly
microporous structure, as the majority of micropore filling will occur at relative
pressures below 0.1. The adsorption process is usually complete at a partial pressure
of ~0.5. Examples include the adsorption of nitrogen on carbon at 77 K and ammonia
on charcoal.
Type II Isotherm - physical adsorption of gases by non-porous solids is
typified by this class of isotherm. Monolayer coverage is followed by multilayering at
high relative pressures. Carbons with mixed micro- and meso-porosity produce Type
II isotherms.
Type III Isotherm - the plot obtained is convex to the relative pressure axis.
This class of isotherm is characteristic of weak adsorbate-adsorbent interactions and is
most commonly associated with both non-porous and microporous adsorbents. The
weak interactions between the adsorbate and the adsorbent lead to low uptakes at low
relative pressures. However, once a molecule has become adsorbed at a primary
17
adsorption site, the adsorbate-adsorbate interaction, which is much stronger, becomes
the driving force of the adsorption process, resulting in accelerated uptakes at higher
relative pressure. This co-operative type of adsorption at high partial pressures is
known as cluster theory and examples include the adsorption of water molecules on
carbon where the primary adsorption sites are oxygen based.
Type IV Isotherm - A hysteresis loop, which is commonly associated with the
presence of mesoporosity, is a common feature of Type IV isotherms, the shape of
which is unique to each adsorption system. Capillary condensation gives rise to a
hysteresis loop and these isotherms also exhibit a limited uptake at high relative
pressures.
Type V Isotherm - these isotherms are convex to the relative pressure axis and
are characteristic of weak adsorbate-adsorbent interactions. These isotherms are
indicative of microporous or mesoporous solids. The reasons behind the shape of this
class of isotherm are the same as those for Type III and again water adsorption on
carbon may exhibit a Type V isotherm.
Type VI Isotherm - introduced primarily as a hypothetical isotherm, the shape
is due to the complete formation of monomolecular layers before progression to a
subsequent layer. The isotherms arise from adsorption on extremely homogeneous,
non-porous surfaces where the monolayer capacity corresponds to the step height.
One example known to exist is the adsorption of krypton on carbon black (graphitised
at 3000 K) at 90 K.
18
1.2.2.3 Isotherm equations
This category includes models where adsorption is described by a simple
mathematical relationship (the adsorption isotherm) between the concentration and
activity in the liquid and solid phase, at equilibrium and at constant temperature.
These adsorption isotherm are based only on empirical ground (Freundlich
isotherm), or derived from isotherm that were originally developed for different
system (Langmuir isotherm derived for gaseous adsorption on planar surfaces).
Empirical models have been widely applied since they are simple, give a good
description of experimental behavior in a large range of operating conditions, and are
characterized by a limited number of adjustable parameters, moreover, the application
of these models have been further extended to include effects such as competition
among different adsorbates for adsorption sites and heterogeneity of the sorption sites
at the solid surface, thus making their use more general.
(i) Langmuir adsorption isotherm
Langmuir developed the adsorption equation in 1916. Langmuir equation
was one of the first and most important equations based on theory. Langmuir
postulated that adsorption occurred as a monolayer film on over the surface of
adsorbent, and derived adsorption isotherm results from investigation of the
equilibrium that is set up between the gas phase and the partially formed monolayer
[39-40].
Many simplified assumptions were made in the derivation of this adsorption
isotherm. Thus, it was assumed that the heat of adsorption is independent of fraction
of the surface that is covered and that only elastic collision-monolayer-occurs on the
19
covered surface. While Langmuir’s equation fits experiment data in only a limited
number of cases, it is important in the further development of the theory. The basic
assumptions on which the model is based are:
1) Molecules are adsorbed at a fixed number of well-defined localized sites.
2) Each site can hold one adsorbate molecule.
3) All sites are energetically equivalent.
4) There is no interaction between molecules adsorbed on neighboring sites.
The linearized Langmuir isotherm expressed by the equation;
(1.1)
Where Ce is the concentration of unadsorbed aflatoxin at equilibrium (mol/L)
q is the amount of aflatoxin sorbed per unit of weight of adsorbent
(mol/L)
Q0 is the maximum capacity of the adsorbent
b is the affinity of the adsorbent
(ii) Fruendlich adsorption isotherm
Freundlich is the adsorption of substances onto animal bone. The
demonstrated that the ratio of the amount of solute adsorbed onto a given mass of
adsorbent to the concentration of the solute in the solution was not a constant at
different solution concentrations. The Freundlich expression is an empirical equation
based on the sorption on heterogeneous surface. The suggested that if the
concentration of solute in the solution at equilibrium, Ce, was raised to the power nf,
⎟⎟⎠
⎞⎜⎜⎝
⎛+⎟⎟⎠
⎞⎜⎜⎝
⎛=
bQQC
qC ee
00
1
20
where q is the amount of solute adsorbed, and then qCfn
e / was a constant at a given
temperature. Hence the empirical equation can be written as;
fn
ef CKq = (1.2)
Where Kf is the Frundlich’s constants related to adsorption capacity
nf is the affinity constant
A linear form of the Freundlich expression is;
ef
f CnKq logloglog += (1.3)
If the adsorption data followed the linearized Freundlich isotherm then
plotting log q versus log Ce would give a straight line from which Kf and nf values
could be calculated from the intercept and the slope, respectively. The parameters are
the indication of the adsorption capacity and affinity constant, respectively [41-45].
1.2.2.4 Determination of AFB1
Several methods for aflatoxin determination in various samples have been
developed and reported in the literature. Methods based on thin-layer chromatography
(TLC) and high performance liquid chromatography (HPLC), with UV-absorption,
fluorescence, mass spectrometry or amperometric detection, have been reported [46-
48]. Techniques to develop sensitive, reliable confirmatory procedures, based on
LC/ESI-MS/MS, for simultaneously analyzing AFB1, AFB2, AFG1 and AFG2.
Particular attention was paid to optimize both extraction and clean-up steps. Different
extraction techniques such as homogenization, matrix solid phase dispersion (MSPD),
and ultrasonic extraction have been tested and compared. SPE, tested for clean-up, are
less specific than immunosorbents, and this allows the developed methods to be used
21
for multi-analyte assays [49-53]. Determination of AFB1 and total aflatoxin
(AFB1+AFB2+AFG1+AFG2) by used to column chromatographic sample clean-up,
OPLC separation and fluorescence densitometric evaluation [54]. However, these
methods require well equipped laboratories, trained personnel, harmful solvents and
several hours to complete an assay. Novel methods for the detection of aflatoxins such
as the application of surface plasmon resonance biosensors, flow injection monitoring,
fibre optic sensors, capillary electrokinetics, electrochemical transduction, and
electrochemical immunosensor have been proposed. Electrochemical immunosensor
based on the indirect competitive enzyme linked immunosorbent,assay (ELISA), for
simple and fast measurement of AFB1 [54-57]. Levels of aflatoxins were rapidly
screened by ELISA, quantified by HPLC and confirmed by LC–MS [58-60].
(i) Thin-layer chromatography
TLC, also known as flat bed chromatography or planar chromatography is
one of the most widely used separation techniques in aflatoxin analysis. Since 1990,
it has been considered the AOAC official method and the method of choice to identify
and quantities aflatoxins at levels as low as 1 ng/g. The TLC method is also used to
verify findings by newer, more rapid techniques.
(ii) Liquid chromatography
LC is similar to TLC in many respects, including analyte application,
stationary phase, and mobile phase. Liquid chromatography and TLC complement
each other. For an analyst to use TLC for preliminary work to optimize LC separation
conditions is not unusual. Liquid chromatography methods for the determination of
22
aflatoxins in foods include normal-phase liquid chromatography (NPLC), reversed-
phase liquid chromatography (RPLC) with pre- or before-column derivatization
(BCD), RPLC followed by postcolumn derivatization (PCD), and RPLC with
electrochemical detection.
(iii) Immunochemical methods
TLC and LC methods for determining aflatoxins in food are laborious and
time consuming. Often, these techniques require knowledge and experience of
chromatographic techniques to solve separation and interference problems. Through
advances in biotechnology, highly specific antibody-based tests are now
commercially available that can identify and measure aflatoxins in food in less than
10 minutes. These tests are based on the affinities of the monoclonal or polyclonal
antibodies for aflatoxins. The three types of immunochemical methods are
radioimmunoassay (RIA), enzyme-linked immunosorbent assay (ELISA) and
immunoaffinity column assay (ICA).
(iv) UV-VIS spectrophotometer
Ultraviolet-visible spectroscopy or ultraviolet-visible spectrophotometry
involves the spectroscopy of photons and spectrophotometry, the measurement of the
wavelength and intensity of absorption of near-ultraviolet and visible light by a
sample. It uses light in the visible and adjacent near ultraviolet and near infrared
ranges. In this region of energy space molecules undergo electronic transitions.
Ultraviolet and visible light are energetic enough to promote outer electrons to higher
energy levels. UV-VIS spectroscopy is usually applied to molecules and inorganic
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ions or complexes in solution. The UV-VIS spectra have broad features that are of
limited use for sample identification but are very useful for quantitative measurements.
The concentration of an analyte in solution can be determined by measuring the
absorbance at some wavelength and applying the Beer-Lambert Law. The Beer-
Lambert law states that the absorbance of a solution is directly proportional to the
solution's concentration. Thus UV-VIS spectroscopy can be used to determine the
concentration of a solution. It is necessary to know how quickly the absorbance
changes with concentration. The method is most often used in a quantitative way to
determine concentrations of an absorbing species in solution, using the Beer-Lambert
law, is the linear relationship between absorbance and concentration of an absorbing
species. The Beer-Lambert law is written as;
(1.4)
Where ε is the wavelength-dependent molar absorptivity coefficient with
units of M-1 cm-1
A is the measured absorbance
b is the path length
c is the analyte concentration
Modern absorption instruments can usually display the data as transmit-
tance, %-transmittance, or absorbance. An unknown concentration of an analyte can
be determined by measuring the amount of light that a sample absorbs and applying
Beer's law. If the absorptivity coefficient is not known, the unknown concentration
can be determined using a working curve of absorbance versus concentration derived
from standards [61-63].
cbA ××= ε
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(v) High performance liquid chromatography (HPLC)
In the analytical procedures of aflatoxin analysis by HPLC, there are three
steps: extraction, purification or clean-up and quantitative determination. The most
common solvent system used for extraction is mixtures of chloroform and water,
methanol–water or acetonitrile–water. Whatever extraction method is used, the
resulted extract still contains, besides aflatoxins, various impurities (lipids, pigments)
requiring further clean-up steps. The most commonly used extraction technique is the
SPE, which replaced the traditional use of column chromatography and liquid–liquid
partition for clean-up. The most popular stationary phases of the SPE columns used
are the following: silica gel, C18 bondedphase and magnesium silicate commercialized
as Florisil. Multi-functional clean-up and antibody affinity SPE columns are also
widely used. Considering the complexity of the matrices, the use of silica gel and C18
bonded-phase are necessary for removing the above-mentioned compounds from
extracts, which interfere in the determination of target analytes. In this case, aflatoxins
were also partitioned into chloroform. The resulted solution was cleaned by silica gel
SPE, and the determination was carried out by HPLC. The increasing complexity of
samples frequently makes direct analysis difficult. A new opportunity of sample
clean-up is provided by applying overpressured layer chromatography (OPLC) as a
planar version of a special SPE system where the purification step is managed on
layer shaped sorbent bed. The layers make possible the application of uncleaned
samples as well. In spite of that, in many cases, samples must be cleaned before
analyzing. However, it should be mentioned that the plates are not reusable. In our
laboratory, OPLC methods have been developed for the determination of aflatoxins in
different food and feed matrices.
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1.3 Aims of research
1. To study adsorption behavior of AFB1 on different natural adsorbents at
different temperatures and pH, and solution composition
2. To evaluate the affinity and capacity constants of the adsorbent materials
for adsorption of AFB1 using various isotherms