Response surface methodology for cadmium biosorption
on Pseudomonas aeruginosa
Salman Ahmady-Asbchin
ABSTRACT
In this research the effects of various physicochemical factors on Cd
2þ
biosorption such as initial
metal concentration, pH and contact exposure time were studied. This study has shown a Cd
2þ
biosorption, equilibrium time of about 5 min for Pseudomonas aeruginosa and the adsorption
equilibrium data were well described by Langmuir equation. The maximum capacity for biosorption
has been extrapolated to 0.56 mmol.g
À1
for P. aeruginosa. The thermodynamic properties ΔG
0
, ΔH
0
,
and ΔS
0
of Cd
2þ
for biosorption were analyzed by the equilibrium constant value obtained from
experimented data at different temperatures. The results show that biosorption of Cd
2þ
by P.
aeruginosa are endothermic and spontaneous with ΔH value of 36.35 J.mol
À1
. By response surface
methodology, the quadratic model has adequately described the experimental data based on the
adjusted determination coefficient (R
2
¼ 0.98). The optimum conditions for maximum uptake onto
the biosorbent were established at 0.5 g.l
À1
biosorbent concentration, pH 6 for the aqueous solution,
and a temperature of 30
W
C.
Salman Ahmady-Asbchin
Department of Molecular and Cell Biology, Faculty
of Basic Science,
University of Mazandaran,
P.O. Box 47416-95447,
Babolsar,
Iran
E-mail: sahmadyas@yahoo.fr;
sa.ahmadi@umz.ac.ir
Key words | biosorption, cadmium (II), Pseudomonas aeruginosa, response surface methodology
INTRODUCTION
Toxic heavy metals are frequently released in wastewaters
produced by various industrial processes, such as those
employed in the electroplating, metal finishing polishing,
metallurgical, tannery, chemical manufacturing, mining,
and battery manufacturing industries (Polprasert & Liya-
nage ). The presence of metal ions in final industrial
effluents is extremely undesirable, since they are toxic to
both lower and higher organisms even at low doses (Schro-
der et al. ; Doshi et al. ; Rehman & Anjum ;
Ema et al. ; Pierron et al. ). Under certain environ-
mental conditions, metals may accumulate in biological
systems and reach toxic levels and then cause ecological
issues, which damages health.
Cadmium is one of the most toxic heavy metals in the
ecosystem (Lagadic et al. Koedrith & Seo ). Tox-
icity of Cd
2þ
is mediated by either carcinogenic or
endocrine disturber effects via both genetic and epigenetic
molecular mechanisms (Silva et al. ; Wang et al. ).
In recent years, biological material has been widely used
in Cd
2þ
removal from aqueous solution. Bacteria are present
in all areas of our environment and they are routinely used
in Cd
2þ
removal from aqueous solution; these may include,
Pseudomonas putida (Pardo et al. ), Pseudomonas sp.,
Staphylococcus xylosus (Ziagova et al. ) and Pseudomo-
nas aeruginosa (Mullen et al. ; Wang et al. ;
Juwarkar et al. ; Singh et al. , ). Alongside bac-
teria, there are several chemical methods and technologies
that can be used to remove Cd
2þ
. These include chemical
precipitation, oxidation or reduction, filtration, ion
exchange, electrochemical treatment, reverse osmosis, mem-
brane technology and evaporation recovery. However, most
of these methods and technologies are ineffective or highly
expensive when metal concentrations are less than
100 mg.l
À1
(Ahluwalia & Goyal ). Alternative methods
of metal removal and recovery based on biological materials
have also been considered. Certain types of microbial bio-
mass can retain relatively high quantities of metals on
their cell wall due to their structure. This metabolism-inde-
pendent mechanism is called biosorption (Alexander ).
In terms of biosorption, polysaccharides, proteins and
lipids on bacterial cell walls offer many functional groups,
such as carboxylate, hydroxyl, phosphate, amine and sul-
phate groups which can bind to the metal ions. This
natural affinity of biological structures for metallic elements
2608 © IWA Publishing 2016 Water Science & Technology | 73.11 | 2016
doi: 10.2166/wst.2016.061
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