Displaying publications 1 - 20 of 37 in total

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  1. Mohd Khalizan Sabullah, Azlan Jualang Gansau, Mohd Rosni Sulaiman, Fisal Ahmad
    MyJurnal
    Observations on the effects of copper on the liver proteome of Puntius javanicus based on the
    one dimensional PAGE was carried out. The liver was dissected from each fish, which was
    separately treated with different concentrations of copper sulfate ranging from 0.1 to 5.0 mg/L.
    The livers were extracted and one dimensional PAGE was performed under nonreducing
    (native) and reducing (SDS)-PAGE. Several bands were resolved in the native PAGE with
    probable candidates for the effect of copper observed showing an increased in the expression
    and downregulation strongly associated with increasing copper concentrations. This study
    showed that high concentrations of copper significantly alters P. javanicus liver at the proteome
    level, and preliminary screening based on one dimensional PAGE is considered rapid and
    simple to assess the toxicity effect of copper before more advanced and extensive assesment
    with a second dimensional PAGE is carried out.
  2. Halmi, M.I.E., Baskaran Gunasekaran, Othman, A.R., Shukor, M.Y., Kamaruddin, K., Dahalan, F.A., et al.
    MyJurnal
    The volume of contaminated rivers in Malaysia continues to keep rising through the years. The
    cost of instrumental monitoring is uneconomical and prohibits schedule monitoring of
    contaminants particularly heavy metals. In this work, a rapid enzyme assay utilizing the
    molybdenum-reducing enzyme as an inhibitive assay, prepared in crude form from the
    molybdenum-reducing bacterium Serratia sp. strain DRY5 has been developed for monitoring
    the heavy metals mercury, silver, copper and chromium in contaminated waters in the Juru
    Industrial Estate. The crude enzyme extract transformed soluble molybdenum
    (phosphomolybdate) into a deep blue solution, which is inhibited by heavy metals such as
    mercury, silver, copper and chromium. The IC50 and Limits of Detection (LOD) values for
    mercury, copper, silver and cadmium were 0.245, 0.298, 0.367, 0.326, and 0.124, 0.086, 0.088
    and 0.094 mg L-1, respectively. The assay is rapid, and can be carried out in less than 10 minutes.
    In addition, the assay can be carried out at ambient temperature. The IC50 values for these heavy
    metals are more sensitive than several established assays. Water samples from various locations
    in the month of November from the Juru Industrial Estate (Penang) were tested for the presence
    of heavy metals using the developed assay. Enzyme activity was nearly inhibited for water
    samples from several locations. The presence of heavy metals was confirmed instrumentally
    using Atomic Emission Spectrometry and a Flow Injection Mercury System. The assay is rapid
    and simple and can be used as a first screening method for large scale monitoring of heavy
    metals.
  3. Gafar, A.A., Khayat, M.E., Abdul Rahim, M.B.H., Shukor, M.Y.
    MyJurnal
    Acrylamide is a synthetic monomer that has been classified as toxic and carcinogenic apart
    from its diverse application in the industry. Its application is in the formation of
    polyacrylamide. Polyacrylamide usage is diverse and is found as herbicide formulation, as soil
    treatment agent and in water treatment plants. Deaths and sickness due to the accidental
    exposure to acrylamide have been reported while chronic toxicity is also a source of the
    problem. This review highlighted the toxic effect of acrylamide to various organisms like
    human, animal and plant. This review also discusses on the potential use of biological
    technologies to remediate acrylamide pollution in the environment and the degradation
    pathways these microorganisms utilize to assimilate acrylamide as a nitrogen, carbon or both as
    carbon and nitrogen sources.
  4. Zulkifli, A.F., Tham, L.G., Perumal, N., Azzeme, A., Shukor, M.Y., Shaharuddin, N.A., et al.
    MyJurnal
    Acetylcholinesterase (AChE) is usually used as an inhibitive assay for insecticides. A lesser
    known property of AChE is its inhibition by heavy metals. In this work we evaluate an AChE
    from brains of striped snakehead (Channa striatus) wastes from aquaculture industry as an
    inhibitive assay for heavy metals. We discovered that the AChE was inhibited almost completely
    by Hg2+, Ag2+ and Cu2+ during an initial screening. When tested at various concentrations, the
    heavy metals exhibited exponential decay type inhibition curves. The calculated IC50 for the
    heavy metals Hg2+, Ag2+, Pb2+, Cu2+ and Cr6+ were 0.08432, 0.1008, 0.1255, 0.0871, and 0.1771,
    respectively. The IC50 for these heavy metals are comparable and some are lower than the IC50
    values from the cholinesterases from previously studied fish. The assay can be carried out in less
    than 30 minutes at ambient temperature.
  5. Abubakar M. Umar, Tham, Lik Gin, Natarajan Perumal, Nur Adeela Yasid, Hassan Mohd Daud, Mohd Yunus Shukor
    MyJurnal
    Acetylcholinesterase (AChE) is usually used as an inhibitive assay for insecticides. A lesserknown
    property of AChE is its inhibition by heavy metals. In this work, we evaluate an AChE
    from brains of Clarias batrachus (catfish) exposed to wastes from aquaculture industry as an
    inhibitive assay for heavy metals. We discovered that the AChE was inhibited completely by
    Hg2+, Ag2+, Pb2+, Cu2+, Cd2+, Cr6+ and Zn2+ during initial screening. When tested at various
    concentrations, the heavy metals exhibited exponential decay type inhibition curves. The
    calculated IC50 (mg/L) for the heavy metals Ag2+, Cu2+, Hg2+, Cr6+ and Cd2+ were 0.088, 0.078,
    0.071, 0.87 and 0.913, respectively. The IC50 for these heavy metals are comparable, and some
    are lower than the IC50 values from the cholinesterases from previously studied fish. The assay
    can be carried out in less than 30 minutes at ambient temperature.
  6. Abubakar M. Umar, Tham, Lik Gin, Natarajan Perumal, Nur A. Yasid, Hassan Mohd Daud, Mohd Y. Shukor
    MyJurnal
    In this work we assess the potential of acetylcholinesterase (AChE) from Oreochromis
    mossambicus (Toman) as a sensitive test for the presence of insecticides. The partial purification
    and characterization of a soluble AChE from Oreochromis mossambicus brain tissues using
    affinity chromatography gel (procainamide–Sephacryl S-1000) showed that the partially purified
    AChE was most active on acetylthiocholine (ATC) but had low activities on
    propionylthiocholine (PTC) and butyrylthiocholine (BTC), indicating that the partially purified
    fraction was predominantly AChE. Soluble AChE was partially purified 9.27-fold with a 91.12%
    yield. The partially purified AChE displayed the highest activity on ATC at pH 7 and at 30oC
    using 0.1 M Tris buffer. The enzyme exhibited Michaelis-Menten kinetic constants, Km, for
    ATC, BTC and PTC at 36, 77 and 250 μM, respectively, and the maximum velocities, Vmax, were
    18.75, 0.12 and 0.05 μmol/min/mg protein, respectively. Moreover, the AChE from
    Oreochromis mossambicus presented comparable sensitivity to carbamates and
    organophosphates insecticides than that from Electrophorus electricus and many other fish
    AChE by comparing half maximal inhibitory concentration values. Therefore, the enzyme is a
    valuable source for insecticides detection in Malaysian waters at lower cost.
  7. Siti Fadhilah Abd. Rahim, Normala Masrom, Muhamad Cyrill Kamal, Noor Azmi Shaharuddin, Khairul Basyar Baharudin, Norliza Abu Bakar
    MyJurnal
    Water contamination by herbicides and chelating agents is increasing mainly due to the
    increasing agricultural activities. Water contamination by these compounds has become a
    concern due to their adverse effects to the environment and humans. Seven sampling sites of
    water sources in Selangor and Johor were chosen for the study. Contamination level of
    Mecoprop (MCCP), Nitrilotriacetic acid (NTA) and Ethylenediaminetetraacetic acid (EDTA) in
    these water body areas was determined by using Gas Chromatography-Electron Capture
    Detector (GC-ECD). Our results indicated that water samples of Sungai Melot in Selangor
    showed the highest presence of EDTA. MCCP was detected at a high level at Sungai Sarang
    Buaya, Johor while NTA showed similar level of concentration at three different sites, Ladang
    10, Ladang Sayur and Mardi, Selangor.
  8. Mohd Fadzli Ahmad, Hasdianty Abdullah
    MyJurnal
    The 3D structure of the insecticidal protein Cry1Ba4 produced by B. thuringiensis subsp.
    Entomocidus HD-9 was determined using homology modelling. From the model built, we have
    been able to identify the possible sites for structure modification by site-directed mutagenesis.
    The mutation was introduced at the conserved region of -helix 7 by substituting the
    hydrophobic motif that comprises alanine 216, leucine 217 and phenylalanine 218 with arginine.
    Wild and mutant Cry1Ba4 genes were cloned into pET200/D-TOPO and expressed in the
    expression host. The result suggests that mutant Cry1Ba4 protein was less toxic to the larvae
    Plutella xylostella compared to the wild-type. In conclusion, alteration in the structure of
    Domain I had left an impact on the toxicity of Cry1Ba4 against P. xylostella.
  9. Mohd. Yunus Shukor
    MyJurnal
    Most often than not, microorganism’s growth curve is sigmoidal in characteristics.
    The modified Gompertz model via nonlinear regression using the least square method
    is one of the most popular methods to describe the growth curve. One of the
    assumptions of a good model is that the variance of the data must be homogenous
    (homoscedasticity). In this work, two statistical diagnostics; the Bartlett and the
    Levene’s tests was performed to a modified Gompertz model utilized to model the
    growth of the bacterium Burkholderia sp. strain Neni-11 on acrylamide in order to
    satisfy the requirement above and found that data conformed to the requirement
    indicating the modified Gompertz model is a robust model for modelling the bacterial
    growth process.
  10. Yadzir, Z.H.M., Gafar, A.A., Rahman, M.F., Yakasai, M.H., Abdullah, M.A., Shamaan, N.A., et al.
    MyJurnal
    Contamination of organic xenobiotic pollutants and heavy metals in a contaminated site allows
    the use of multiple bacterial degraders or bacteria with the ability to detoxify numerous toxicants
    at the same time. A previously isolated SDS- degrading bacterium, Acinetobacter baumannii
    strain Serdang 1 was shown to reduce molybdenum to molybdenum-blue. The bacterium works
    optimally at pH 6.5, the temperature range between 25 and 34°C with glucose serves as the best
    electron donor for molybdate reduction. This bacterium required additional concentration of
    phosphate at 5.0 mM and molybdate between 15 and 25 mM. The absorption spectrum of the
    molybdenum blue obtained is similar to the molybdenum blue from other earlier reported
    molybdate reducing bacteria, as it resembles a reduced phosphomolybdate closely. Ag(i), As(v),
    Pb(ii) and Cu(ii) inhibited molybdenum reduction by 57.3, 36.8, 27.7 and 10.9%, respectively, at
    1 p.p.m. Acrylamide was efficiently shown to support molybdenum reduction at a lower
    efficiency than glucose. Phenol, acrylamide and propionamide could support the growth of this
    bacterium independently of molybdenum reduction. This bacterium capability to detoxify several
    toxicants is an important tool for bioremediation in the tropical region.
  11. Abubakar Aisami, Nur Adeela Yasid, Wan Lutfi Wan Johari, Mohd Yunus Shukor
    MyJurnal
    The Q10 value is tied to an increase in the surrounding temperature with an increase in 10 ◦C,
    and usually resulted in a doubling of the reaction rate. When this happens, the Q10 value for the
    reaction is 2. This value holds true to numerous biological reactions. To date, the Q10 value for
    the biodegradation of phenol is almost not reported. The Q10 values can be determined from the
    Arrhenius plots. In this study, the growth rate or biodegradation rates in logarithmic value for
    the bacterium Pseudomonas sp. AQ5-04 was plotted against 1000/temperature (Kelvin) and the
    slope of the Arrhenius curve is the value of the Ea, which was utilized to obtain the Q10. The
    value obtained in this work was 1.834, which is slightly lower than the normal range of between
    2 and 3 for the biodegradation rates of hydrocarbon in general and shows that this bacterium is a
    very efficient phenol-degrading bacterium.
  12. Chee, H.S., Motharasan Manogaran, Yakasai, M.H., Rahman, M.F.A., Nur Adeela Yasid, Zarizal Suhaili, et al.
    MyJurnal
    The issue of heavy metal contamination and toxic xenobiotics has become a rapid global
    concern. This has ensured that the bioremediation of these toxicants, which are being carried out
    using novel microbes. A bacterium with the ability to reduce molybdenum has been isolated
    from contaminated soils and identified as Serratia marcescens strain DR.Y10. The bacterium
    reduced molybdenum (sodium molybdate) to molybdenum blue (Mo-blue) optimally at pHs of
    between 6.0 and 6.5 and temperatures between 30°C and 37°C. Glucose was the best electron
    donor for supporting molybdate reduction followed by sucrose, adonitol, mannose, maltose,
    mannitol glycerol, salicin, myo-inositol, sorbitol and trehalose in descending order. Other
    requirements include a phosphate concentration of 5 mM and a molybdate concentration of
    between 10 and 30 mM. The absorption spectrum of the Mo-blue produced was similar to the
    previously isolated Mo-reducing bacterium and closely resembles a reduced phosphomolybdate.
    Molybdenum reduction was inhibited by Hg (ii), Ag (i), Cu (ii), and Cr (vi) at 78.9, 69.2, 59.5
    and 40.1%, respectively. We also screen for the ability of the bacterium to use various organic
    xenobiotics such as phenol, acrylamide, nicotinamide, acetamide, iodoacetamide, propionamide,
    acetamide, sodium dodecyl sulfate (SDS) and diesel as electron donor sources for aiding
    reduction. The bacterium was also able to grow using amides such as acrylamide, propionamide
    and acetamide without molybdenum reduction. The unique ability of the bacterium to detoxify
    many toxicants is much in demand, making this bacterium a vital means of bioremediation.
  13. Noor Suffiah Md. Zin, Siti Nadzirah Padrilah, Mohd Fadhil Abd. Rahman, Koh, Sim Han, Ariff Khalid, Mohd. Yunus Shukor
    MyJurnal
    2,4-dinitrophenol (2,4-DNP) is utilized in the production of wood preservatives, dyes, and also
    as a pesticide. Human acute (short-term) exposure to 2,4-DNP in humans by means of oral
    exposure are nausea or vomiting, sweating, headaches, dizziness, and weight reduction. Thus, the
    removal of this compound is highly sought. A 2,4-DNP-degrading bacterium (isolate 1) was
    isolated from a sample soil from Terengganu. This bacterium (isolate 1) was characterized as a
    rod Gram positive, non-sporulated, and non-motile bacterium. The bacterium is oxidase negative
    and had catalase positive activity and was able to grow aerobically on 2,4-dinitrophenol as the
    sole carbon source. This bacterium showed maximal growth on 2,4-DNP at the temperature
    optimum of 30 oC, pH 5.0 and was tolerant to 2,4-DNP concentration of up to 0.5 mM (0.092
    g/L). This bacterium prefers to use urea as the nitrogen source in addition to yeast extract for
    mineral source and vitamin precursors.
  14. Veeraswamy Kesavan, Abdulrasheed Mansur, Mohd Syahmi Ramzi Salihan, Rahman, M.F., Suhaili, Zarizal, Shukor, M.Y.
    MyJurnal
    The indiscriminate released of heavy metals and xenobiotics into soils and aquatic bodies
    severely alter soil organisms and the ecosystem. The isolation of xenobiotics degrading
    microorganisms is cost-effective and naturally pleasant approach. Lately, the toxicological effect
    of molybdenum to the spermatogenesis of several organisms has been record. This present study
    is aimed at the isolation and characterization of a bacterium capable of converting molybdenum
    to the colloidal molybdenum blue. Bacteria characterization was performed in a microplate
    format using resting cells. Thus, the reduction process can be employed as a device for
    molybdenum bioremediation. The results of the study revealed an optimum reduction at pH
    between 6.0 and 6.3 and temperatures of between 25 and 40 oC. Similarly, it was also observed
    that a phosphate concentration not greater than 5.0 mM and a sodium molybdate concentration
    at 20 mM was required for reduction. Glucose was observed as the best carbon source to support
    reduction. Following the scanning of molybdenum blue, it revealed an absorption spectrum
    indicating the characteristics of molybdenum blue as a reduced phosphomolybdate. Molybdenum
    reduction is inhibited by heavy metals like silver, lead, arsenic and mercury. Furthermore, the
    ability of the bacterium (Pseudomonas sp. strain Dr.Y Kertih) to utilize several organic
    xenobiotics such as phenol, acrylamide, nicotinamide, acetamide, iodoacetamide, propionamide,
    acetamide, sodium dodecyl sulfate (SDS) and diesel as electron donor sources for aiding
    reduction or as carbon sources for growth was also examined. Finding showed that none was
    capable of aiding molybdenum reduction, however the bacterium was capable of growing on both
    diesel and phenol as carbon sources. GC analysis was used to confirmed diesel degradation.
  15. Yakasai, M.H., Rahman, M.F., Khayat, M.E., Shukor, M.Y., Shamaan, N.A., Rahim, M.B.H.A.
    MyJurnal
    The presence of both heavy metals and organic xenobiotic pollutants in a contaminated site
    justifies the application of either a multitude of microbial degraders or microorganisms having
    the capacity to detoxify a number of pollutants at the same time. Molybdenum is an essential
    heavy metal that is toxic to ruminants at a high level. Ruminants such as cow and goats
    experience severe hypocuprosis leading to scouring and death at a concentration as low as
    several parts per million. In this study, a molybdenum-reducing bacterium with amide-degrading
    capacity has been isolated from contaminated soils. The bacterium, using glucose as the best
    electron donor reduces molybdenum in the form of sodium molybdate to molybdenum blue. The
    maximal pH reduction occurs between 6.0 and 6.3, and the bacterium showed an excellent
    reduction in temperatures between 25 and 40 oC. The reduction was maximal at molybdate
    concentrations of between 15 and 25 mM. Molybdenum reduction incidentally was inhibited by
    several toxic heavy metals. Other carbon sources including toxic xenobiotics such as amides
    were screened for their ability to support molybdate reduction. Of all the amides, only
    acrylamide can support molybdenum reduction. The other amides; such as acetamide and
    propionamide can support growth. Analysis using phylogenetic analysis resulted in a tentative
    identification of the bacterium as Pseudomonas sp. strain 135. This bacterium is essential in
    remediating sites contaminated with molybdenum, especially in agricultural soil co-contaminated
    with acrylamide, a known soil stabilizer.
  16. Othman, A.R., Rahman, M.F., Shukor, M.Y., Abu Zeid, I.M., Ariffin, F.
    MyJurnal
    Chemical toxins and organic contaminants such as hydrocarbons and dyes are major global
    contaminants with countless tones of those chemicals are created yearly with a significant
    amount release to the environment. In this work we screen the ability of a molybdenum-reducing
    bacterium isolated from contaminated soil to decolorize various azo and triphenyl methane dyes
    independent of molybdenum reduction. Biochemical analysis resulted in a tentative identification
    of the bacterium as Enterobacter sp. strain Zeid-6. The bacterium was able to decolorize the azo
    dye Orange G. The bacterium reduces molybdate to Mo-blue optimally at pH between 5.5 and
    8.0 and temperatures of between 30 and 37 oC. Other requirements include a phosphate
    concentration of 5 mM and a molybdate concentration of 20 mM. The absorption spectrum of the
    Mo-blue produced was similar to previous Mo-reducing bacterium, and closely resembles a
    reduced phosphomolybdate. Molybdenum reduction was inhibited by copper, lead, mercury and
    silver which showed 36.8, 16.9, 64.9 and 67.6% inhibition to Mo-reducing activity of
    Enterobacter sp. strain Zeid-6, respectively. The resultant molybdenum blue spectrum closely
    resembles the spectrum of molybdenum blue from the phosphate determination method. The
    ability of this bacterium to detoxify molybdenum and decolorize azo dye makes this bacterium
    an important tool for bioremediation.
  17. Noris Kartika Sari Islahuddin, Motharasan Manogaran, Mohd Izuan Effendi Halmi, Mohd Yunus Shukor
    MyJurnal
    Isolate JR1 was isolated from the polluted textile industry activities site in the Juru Penang area.
    This bacterium was characterized as a gram-positive Bacillus bacterium and also gave a
    positive biochemical test for catalase test and oxidase test. The isolate JR1 gave a maximum
    decolourization of Amaranth dye under static conditions with the rate of decolorization of
    98.82%. Seven variables which are pH, temperature (°C), ammonium acetate (g/L), glucose
    (g/L), sodium chloride (g/L), yeast (g/L) and dye concentration (ppm) was run by using
    Plackett-Burman design for the effective parameter of the decolourization of Amaranth. From
    the seven variables, three effective variables which were ammonium acetate, glucose, and dye
    concentration were further optimized by using a central composite design. The optimum value
    of ammonium acetate concentration at 0.74 g/L, glucose concentration at 3.0 g/L and a dye
    concentration at 58.1 ppm gave the highest percentage of decolourization. Thus, this isolate
    could provide an alternate solution in removing toxic dyes from environments.
  18. Abo-Shakeer, L.K.A., Rahman, M.F.A., Yakasai, H., Syed, M.A., Shukor M.Y., Bakar, N.A., et al.
    MyJurnal
    Bacterial based remediation of environmental toxicants is a promising innovative technology
    for molybdenum pollution. To date, the enzyme responsible for molybdate reduction to Moblue
    from bacteria show that the Michaelis-Menten constants varies by one order of magnitude.
    It is important that the constants from newer enzyme sources be characterized so that a
    comparison can be made. The aim of this study is to characterize kinetically the enzyme from a
    previously isolated Mo-reducing bacterium; Bacillus pumilus strain Lbna. The maximum
    activity of this enzyme occurred at pH 5.5 and in between 25 and 35 oC. The Km and Vmax of
    NADH were 6.646 mM and 0.057 unit/mg enzyme, while the Km and Vmax of LPPM were 3.399
    mM and 0.106 unit/mg enzyme. The results showed that the enzyme activity for Bacillus
    pumilus strain Lbna were inhibited by all heavy metals used. Zinc, copper, silver, chromium,
    cadmium and mercury all caused more than 50% inhibition to the Mo-reducing enzyme activity
    with copper being the most potent with an almost complete inhibition of enzyme activity
    observed.
  19. Othman, A.R., Shukor, M.Y., Johari, W.L.W., Dahalan, F.A.
    MyJurnal
    The pollution of heavy metals and toxic xenobiotics has become a central issue worldwide.
    Bioremediation of these toxicants are being constantly carried out using novel microbes.
    Molybdenum reduction to molybdenum blue is a detoxification process and mathematical
    modelling of the reduction process can reveal important parameters such as specific reduction
    rate, theoretical maximum reduction and whether reduction at high molybdenum concentration
    affected the lag period of reduction. The used of linearization method through the use of natural
    logarithm transformation, although popular, is inaccurate and can only give an approximate
    value for the sole parameter measured; the specific growth rate. In this work, a variety of
    models for such as logistic, Gompertz, Richards, Schnute, Baranyi-Roberts, Von Bertalanffy,
    Buchanan three-phase and more recently Huang were utilized for the first time to obtain values
    for the above parameters or constants. The modified Gompertz model was the best model in
    modelling the Mo-blue production curve from Serratia marcescens strain DR.Y10 based on
    statistical tests such as root-mean-square error (RMSE), adjusted coefficient of determination
    (R2), bias factor (BF), accuracy factor (AF) and corrected AICc (Akaike Information Criterion).
    Parameters obtained from the fitting exercise were maximum Mo-blue production rate (μm), lag
    time (l) and maximal Mo-blue production (Ymax) of X (h-1), Y (h) and Z (nmole Mo-blue),
    respectively. The application of primary population growth models in modelling the Moblue
    production rate from this bacterium has become a successful undertaking. The model
    may also be used in other heavy metals detoxification processes. The parameters
    constants extracted from this work will be a substantial help for the future development
    of further secondary models.
  20. Yakasai, H.M., Karamba, K.I., Yasid, N.A., Abd. Rahman, F., Shukor, M.Y., Halmi, M.I.E.
    MyJurnal
    Molybdenum, an emerging pollutant, has being demonstrated recently to be toxic to
    spermatogenesis in several animal model systems. Metal mines especially gold mine often use
    cyanide and hence isolation of metal-reducing and cyanide-degrading bacteria can be useful for
    the bioremediation of these pollutants. Preliminary screening shows that three cyanide-degrading
    bacteria were able to reduce molybdenum to molybdenum blue (Mo-blue) when grown on a
    molybdate low phosphate minimal salts media. Phylogenetic analyses of the 16S rRNA gene of
    the best reducer indicates that it belongs to the Serratia genus. A variety of mathematical models
    such as logistic, Gompertz, Richards, Schnute, Baranyi-Roberts, von Bertalanffy, Buchanan
    three-phase and Huang were used to model molybdenum reduction, and the best model based on
    statistical analysis was modified Gompertz with lowest values for RMSE and AICc, highest
    adjusted R2 values, with Bias Factor and Accuracy Factor nearest to unity (1.0). The reduction
    constants obtained from the model will be used to carry out secondary modelling to study the
    effect of various parameters such as substrate, pH and temperature to molybdenum reduction.
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