Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 28
Filter
1.
Int J Med Sci ; 20(1): 102-113, 2023.
Article in English | MEDLINE | ID: mdl-36619231

ABSTRACT

Background: Mitragyna speciosa Korth or Kratom is widely used traditionally for its medicinal values. The major alkaloid content of kratom leaves is mitragynine, which binds to opioid receptors to give opioid-like effects. This study aimed to analyse the brain proteome of animals that displayed addictive behaviors. Design and Methods: Six groups (n=6-8) of rats made up of negative control, positive control using morphine (10 mg/kg), and treatment groups at low (1mg/kg) and high doses of mitragynine (30 mg/kg) for 1 and 4 days. The rats' behaviors were evaluated and subsequently the rats' brains were harvested for proteomic analysis that was performed by using 2D gel electrophoresis and LC/MS/MS. Results: The rats developed physical dependence only on day 4 following morphine and mitragynine (1 and 30mg/kg) treatments. Among the proteins that were up-regulated in treatment groups were four calcium-binding proteins, namely calretinin, F-actin, annexin A3 and beta-centractin. Conclusions: Upregulation of calretinin acted as low Ca2+ buffering upon the blockage of Ca2+ ion channel by mitragynine in the brain, which subsequently caused a reduction of GABA released and inversely increased the dopamine secretions that contributed to dependence indicators.


Subject(s)
Behavior, Addictive , Calcium-Binding Proteins , Rats , Animals , Calbindin 2 , Up-Regulation , Tandem Mass Spectrometry , Proteomics , Morphine , Brain
2.
Biotechnol Appl Biochem ; 70(2): 707-715, 2023 Apr.
Article in English | MEDLINE | ID: mdl-35931067

ABSTRACT

Kratom (Mitragyna speciosa Korth) has been used traditionally in Southeast Asia for its therapeutic properties. The major alkaloid of kratom, mitragynine, binds to opioid receptors to give opioid-like effects that causes addiction. In our previous study, we have identified AZ122 as a unique biomarker in habitual or regular kratom users through analysis of their urinary protein profiles. We aimed to develop and validate a screening method by means of enzyme-linked immunosorbent assay (ELISA) for detection of kratom habitual users. An ELISA approach was applied for the development of a screening method using urinary AZ122 as biomarker. Method validation was carried out using three quality control materials at different concentration of AZ122. The data was analyzed statistically using SPSS (Version 25). The ELISA was presented with Pearson correlation coefficient of 0.9993. The repeatability and reproducibility were presented at CV <7%, while the accuracy ranged from 78 to 96% at various AZ112 concentrations. Upon testing on 176 male respondents (n = 88 regular kratom users and n = 88 healthy controls), the specificity and sensitivity of the assay were both 100%. The ELISA has been validated and can be potentially used as a reliable screening test for detection of kratom habitual users.


Subject(s)
Mitragyna , Secologanin Tryptamine Alkaloids , Reproducibility of Results , Plant Extracts , Biomarkers
3.
J Addict Dis ; 40(2): 235-246, 2022.
Article in English | MEDLINE | ID: mdl-34747343

ABSTRACT

Mitragyna speciosa (Korth.) also known as kratom or ketum has been traditionally used for its diverse medicinal value in Southeast Asia. Despite of its therapeutic value, kratom's safety profile remains deficiently elucidated. Our study aims to characterize the urinary protein profile of regular kratom users to determine its toxic effects on renal functioning. A total of 171 respondents (comprising of n = 88 regular kratom users, and n = 83 healthy controls) were recruited for this study. Urine specimens were collected and analyzed using SDS-PAGE, followed by LC/MS/MS analysis. Our results show albumin is the primary, and most abundant form of protein excreted in kratom user's urine specimens (n = 60/64), indicating that kratom users are predisposed to proteinuria. Kratom users had an elevated urinary protein (with an intensity of 66.7 kDa band), and protein: creatinine ratio (PCR) concentrations relative to healthy controls. However, kratom user's urinary creatinine concentration was found to be in the normal range as the healthy control group. While, kratom users who tested positive for illicit drug use had an elevated urinary albumin concentration. Our preliminary findings indicate that regular consumption of freshly brewed kratom solution over a protracted period (for an average of eleven years) seems to induce proteinuria, suggestive of an early stage of kidney injury. Hence, further studies are urgently needed to confirm our findings, and establish kratom's renal impairing effects.


Subject(s)
Mitragyna , Secologanin Tryptamine Alkaloids , Albumins , Creatinine , Female , Humans , Malaysia , Male , Mitragyna/adverse effects , Plant Extracts/adverse effects , Proteinuria , Tandem Mass Spectrometry
4.
Heliyon ; 7(9): e08075, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34632142

ABSTRACT

High fat diet (HFD) is one of the risk factors of obesity and diabetes. Recommended diet regimen for diabetes is difficult to abide by especially for HFD as it adds flavour to the taste buds. In this study, palm oil-enriched HFD and normal diet were fed to nicotinamide-induced type 2 diabetes rats, respectively for six weeks. Additionally, metformin, a common drug used to treat diabetes was given to rats under treatment groups. We evaluated the change of urinary metabolites of diabetes rats fed with palm oil-enriched HFD, and also after metformin treatment. Rats were divided into six-groups with different feeding diets, disease condition and with or without metformin treatment. Rats' urine were collected at the end of six weeks feeding program and subjected to 1H-NMR and multivariate data analysis to evaluate their metabolite profiles. At the early phase of diabetes, metabolites changes in diabetic rats were associated with the disease itself. Our data showed that continuous consumption of HFD altered various metabolic pathways of diabetic rats and caused detrimental effects to the rats. On the other hand, metformin treatment combined with normal diet lessened the physiological impacts caused by diabetes condition.

5.
Biotechnol Appl Biochem ; 68(5): 1014-1026, 2021 Oct.
Article in English | MEDLINE | ID: mdl-32931602

ABSTRACT

High-fat diet (HFD) interferes with the dietary plan of patients with type 2 diabetes mellitus (T2DM). However, many diabetes patients consume food with higher fat content for a better taste bud experience. In this study, we examined the effect of HFD on rats at the early onset of diabetes and prediabetes by supplementing their feed with palm olein oil to provide a fat content representing 39% of total calorie intake. Urinary profile generated from liquid chromatography-mass spectrometry analysis was used to construct the orthogonal partial least squares discriminant analysis (OPLS-DA) score plots. The data provide insights into the physiological state of an organism. Healthy rats fed with normal chow (NC) and HFD cannot be distinguished by their urinary metabolite profiles, whereas diabetic and prediabetic rats showed a clear separation in OPLS-DA profile between the two diets, indicating a change in their physiological state. Metformin treatment altered the metabolomics profiles of diabetic rats and lowered their blood sugar levels. For prediabetic rats, metformin treatment on both NC- and HFD-fed rats not only reduced their blood sugar levels to normal but also altered the urinary metabolite profile to be more like healthy rats. The use of metformin is therefore beneficial at the prediabetes stage.


Subject(s)
Diabetes Mellitus, Experimental/metabolism , Diabetes Mellitus, Type 2/metabolism , Diet, High-Fat/adverse effects , Disease Models, Animal , Hypoglycemic Agents/metabolism , Metformin/metabolism , Animals , Blood Glucose/metabolism , Diabetes Mellitus, Experimental/drug therapy , Diabetes Mellitus, Experimental/urine , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/urine , Discriminant Analysis , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/urine , Least-Squares Analysis , Male , Metabolomics , Metformin/therapeutic use , Metformin/urine , Rats , Rats, Sprague-Dawley
6.
Food Chem ; 274: 16-19, 2019 Feb 15.
Article in English | MEDLINE | ID: mdl-30372921

ABSTRACT

Gelatin is commonly used in food supplements and in the form of soft or hard capsules. The source of gelatins is usually from porcine and bovine, and less commonly from vegetable and fish. Nevertheless, these different origins of gelatin have much similarity in term of structures, physicochemical properties and amino acid sequences. Due to these reasons, differentiation of the source of gelatins has been very difficult. In our present study, differentiation of sources of gelatin was made possible in a simplified yet economical method. Sample was prepared using ammonium sulfate precipitation and subjected to gel electrophoresis for protein separation. We have found a fraction of proteins which is able to differentiate porcine and bovine gelatins accurately, with distinctive protein bands in SDS-PAGE at 140 kDa and 110 kDa for bovine and porcine samples, respectively. This method was verified by 13 double-blinded gelatin samples, all the 13 samples were accurately identified.


Subject(s)
Capsules/analysis , Electrophoresis, Polyacrylamide Gel/methods , Food Analysis/methods , Gelatin/analysis , Ammonium Sulfate/chemistry , Animals , Capsules/chemistry , Cattle , Chemical Precipitation , Gelatin/chemistry , Species Specificity , Swine
7.
Biotechnol Appl Biochem ; 63(2): 266-72, 2016.
Article in English | MEDLINE | ID: mdl-25640279

ABSTRACT

Smoking, passive smoking, and nonsmoking are conditions that give different degrees of stress to the body. In this study, a proteomic technique was used to analyze differentially urinary protein expression between these three groups of subjects. Urinary proteins were precipitated using ammonium sulfate followed by separation according to molecular weights using SDS-PAGE. The gel was stained by Coommassie blue, and the image of the gel was captured for the comparison study. The protein bands that were consistently detected but expressed at different intensity between the smokers and nonsmokers were targeted for further analysis. Three targeted protein bands were excised from the gel, consisting of a unique protein band of smokers and a pair of differentially expressed protein bands from smokers and nonsmokers. The proteins were digested in gel by trypsin. The tryptic peptides were analyzed with ultra performance liquid chromatography-tandem mass spectrometry. Protein identity was determined by the product ion spectrum in the MS/MS scan. Four unique proteins from the smokers, namely, pancreatic alpha amylase, proepidermal growth factor, protein 4.1, and prostatic acid phosphatase, were found to be potential urinary biomarkers to indicate smoking status of a person.


Subject(s)
Proteins/analysis , Smoking/urine , Urine/chemistry , Adolescent , Adult , Biomarkers/urine , Chromatography, Micellar Electrokinetic Capillary , Humans , Proteomics , Tandem Mass Spectrometry , Young Adult
8.
Protein Expr Purif ; 94: 15-21, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24184232

ABSTRACT

Squalene synthase (SS) is the key precursor and first committed enzyme of the sterol biosynthesis pathway. In a previous work, SS has been identified as one of the immunogenic proteins that could be a potential diagnostic candidate for the pathogenic fungus Candida tropicalis. In this study, SS from C. tropicalis was cloned and expressed as recombinant protein in Pichia pastoris to investigate its reactivity with serum antibodies. ERG9 gene that encodes for SS was amplified by PCR and cloned in-frame into pPICZB expression vector. The recombinant construct was then transformed into P. pastoris GS115 host strain. Expression of the recombinant protein was confirmed by SDS-PAGE and Western blot analysis using anti-His tag probe. Optimal protein production was achieved by cultivating the culture with 1.0% methanol for 72h. The recombinant protein was purified to approximately 97% pure in a single step immobilized metal affinity chromatography with a yield of 70.3%. Besides, the purified protein exhibited specific reactivity with immune sera on Western blot. This is the first report on heterologous expression of antigenic SS from C. tropicalis in P. pastoris which can be exploited for large-scale production and further research. The results also suggested that the protein might be of great value as antigen candidate for serodiagnosis of Candida infection.


Subject(s)
Cloning, Molecular , Farnesyl-Diphosphate Farnesyltransferase/genetics , Farnesyl-Diphosphate Farnesyltransferase/isolation & purification , Pichia/genetics , Candida tropicalis/enzymology , Candida tropicalis/genetics , Farnesyl-Diphosphate Farnesyltransferase/biosynthesis , Gene Expression Regulation, Fungal , Genetic Vectors
9.
Biotechnol Appl Biochem ; 61(2): 153-64, 2014.
Article in English | MEDLINE | ID: mdl-23826872

ABSTRACT

Mycobacterium tuberculosis is a causative agent of tuberculosis (TB). The ability of M. tuberculosis to be quiescent in the cell has caused the emergence of latent infection. A comprehensive proteomic analysis of M. tuberculosis H37Rv over three growth phases, namely mid-log (14-day culture), early stationary (28-day culture), and late stationary (50-day culture), was performed in order to study the change in proteome from the mid-log phase to late-stationary phase. Combination methods of two-dimensional electrophoresis (2-DE) and tandem mass spectrometry were used to generate proteome maps of M. tuberculosis at different growth phases. Ten proteins were detected differentially expressed in the late-stationary phase compared with the other two phases. These proteins were SucD, TrpD, and Rv2161c, which belong to metabolic pathway proteins; FadE5, AccD5, DesA1, and Rv1139c are proteins involved in cell wall or lipid biosynthesis, whereas TB21.7 and Rv3224 are conserved hypothetical proteins with unknown function. A surface antigen protein, DesA1, was not detectable in the late-stationary phase, although present in both log and early-stationary phases. The changes in the expression levels of these proteins were in line with the growth environment changes of the bacteria from mid-log phase to late-stationary phase. The information gathered may be valuable in the intervention against latent TB infection.


Subject(s)
Bacterial Proteins/biosynthesis , Mycobacterium tuberculosis/genetics , Protein Biosynthesis , Proteomics , Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial , Mycobacterium tuberculosis/growth & development , Protein Processing, Post-Translational , Proteome/genetics , Tandem Mass Spectrometry
10.
PLoS One ; 8(7): e68524, 2013.
Article in English | MEDLINE | ID: mdl-23874655

ABSTRACT

Gynura procumbens (Lour.) Merr. belongs to the Asteraceae Family. The plant is a well-known traditional herb in South East Asia and it is widely used to treat inflammation, kidney discomfort, high cholesterol level, diabetic, cancer and high blood pressure. Our earlier study showed the presence of valuable plant defense proteins, such as peroxidase, thaumatin-like proteins and miraculin in the leaf of G. procumbens. However, the effects of these defense proteins on cancers have never been determined previously. In the present study, we investigated the bioactivity of gel filtration fractionated proteins of G. procumbens leaf extract. The active protein fraction, SN-F11/12, was found to inhibit the growth of a breast cancer cell line, MDA-MB-231, at an EC50 value of 3.8 µg/mL. The mRNA expressions of proliferation markers, Ki67 and PCNA, were reduced significantly in the MDA-MB-23 cells treated with SN-F11/12. The expression of invasion marker, CCL2, was also found reduced in the treated MDA-MB-231 cells. All these findings highlight the anti-cancer property of SN-F11/12, therefore, the proteins in this fraction can be a potential chemotherapeutic agent for breast cancer treatment.


Subject(s)
Antineoplastic Agents/pharmacology , Asteraceae/chemistry , Plant Extracts/pharmacology , Plant Proteins/pharmacology , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Chemokine CCL2/metabolism , Humans , Ki-67 Antigen/metabolism , Neoplasm Invasiveness/genetics , Plant Leaves/chemistry , Proliferating Cell Nuclear Antigen/metabolism
11.
Int J Biol Sci ; 8(3): 353-62, 2012.
Article in English | MEDLINE | ID: mdl-22393307

ABSTRACT

Breast cancer is the most common cancer among women worldwide. Breast cancer metastasis primarily happens through lymphatic system, where the extent of lymph node metastasis is the major factor influencing staging, prognosis and therapeutic decision of the disease. We aimed to study the protein expression changes in different N (regional lymph nodes) stages of breast cancer. Protein expression profiles of breast cancerous and adjacent normal tissues were mapped by proteomics approach that comprises of two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) and tandem mass spectrometry (LC-MS/MS) analysis. Calreticulin and tropomyosin alpha 3 chains were the common up-regulated proteins in N0, N1 and N2 stages of breast cancer. Potential biomarker for each N stage was HSP 70 for N0, 80 k protein H precursor and PDI for N1 stage while 78 kDa glucose-regulated protein was found useful for N2 stage. In addition, significant up-regulation of PDI A3 was detected only in the metastasized breast cancer. The up-regulation expression of these proteins in cancerous tissues can potentially use as indicators for diagnosis, treatment and prognosis of different N stages of breast cancer.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/secondary , Gene Expression Profiling , Lymphatic Metastasis/genetics , Neoplasm Proteins/genetics , Neoplasm Staging , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/genetics , Blotting, Western , Breast/metabolism , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/genetics , Carcinoma, Ductal, Breast/metabolism , Chromatography, High Pressure Liquid , Electrophoresis, Gel, Two-Dimensional , Female , Humans , Middle Aged , Neoplasm Proteins/biosynthesis , Tandem Mass Spectrometry
12.
World J Exp Med ; 2(5): 86-91, 2012 Oct 20.
Article in English | MEDLINE | ID: mdl-24520539

ABSTRACT

Breast cancer is a healthcare concern of women worldwide. Despite procedures being available for diagnosis, prognosis and treatment of breast cancer, researchers are working intensively on the disease in order to improve the life quality of breast cancer patients. At present, there is no single treatment known to bring a definite cure for breast cancer. One of the possible solutions for combating breast cancer is through identification of reliable protein biomarkers that can be effectively used for early detection, prognosis and treatments of the cancer. Therefore, the task of identification of biomarkers for breast cancer has become the focus of many researchers worldwide.

13.
Cancer Biomark ; 12(4): 185-98, 2012.
Article in English | MEDLINE | ID: mdl-23568009

ABSTRACT

BACKGROUND: Detection of low abundance proteins always possesses challenges even with the currently available proteomics technologies. OBJECTIVE: We aimed to evaluate the low abundance differentially expressed proteins in colorectal cancerous tissues as compared to colorectal normal tissues. METHODOLOGY: Protein separation was carried out by using the coupling methods of hydroxyapatite chromatography and SDS-PAGE followed by mass spectrometry analysis. RESULTS: Five of the membrane associated low abundance proteins, namely uncharacterized protein C5orf4, coiled-coil domain containing protein 152, DnaJ homolog subfamily C member 22, tumor suppressor candidate 3 and leucine-rich repeat transmembrane neuronal protein 4 that previously only reported at the genome level were identified. CONCLUSIONS: The proteins were isolated from the cancerous tissues as either up-regulated or down-regulated proteins as compared to normal tissues and therefore may play important roles in cancer development.


Subject(s)
Biomarkers, Tumor/metabolism , Colorectal Neoplasms/metabolism , Membrane Proteins/metabolism , Proteome/metabolism , Amino Acid Sequence , Biomarkers, Tumor/chemistry , Biomarkers, Tumor/isolation & purification , Chromatography, Ion Exchange , Colon/metabolism , Humans , Hydrophobic and Hydrophilic Interactions , Isoelectric Point , Membrane Proteins/chemistry , Membrane Proteins/isolation & purification , Molecular Sequence Data , Proteome/chemistry , Proteome/isolation & purification , Rectum/metabolism , Tandem Mass Spectrometry
14.
Appl Biochem Biotechnol ; 165(7-8): 1577-86, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21938418

ABSTRACT

Gynura procumbens (Lour.) Merr. is a traditionally used medicinal plant to decrease cholesterol level, reduce high blood pressure, control diabetics, and for treatment of cancer. In our present study, a proteomic approach was applied to study the proteome of the plant that had never analyzed before. We have identified 92 abundantly expressed proteins from the leaves of G. procumbens (Lour.) Merr. Amongst the identified proteins was miraculin, a taste-masking agent with high commercial value. Miraculin made up ∼0.1% of the total protein extracted; the finding of miraculin gave a great commercial value to G. procumbens (Lour.) Merr. as miraculin's natural source is limited while the production of recombinant miraculin faced challenges of not being able to exhibit the taste-masking effect as in the natural miraculin. We believe the discovery of miraculin in G. procumbens (Lour.) Merr., provides commercial feasibility of miraculin in view of the availability of G. procumbens (Lour.) Merr. that grow wildly and easily in tropical climate.


Subject(s)
Asteraceae/chemistry , Plant Proteins/chemistry , Proteomics , Asteraceae/metabolism , Molecular Sequence Data , Plant Leaves/chemistry , Plant Leaves/genetics , Plant Leaves/metabolism , Plant Proteins/genetics , Plant Proteins/isolation & purification , Plant Proteins/metabolism , Plants, Medicinal/chemistry , Proteome/chemistry , Proteome/genetics , Proteome/metabolism
15.
Appl Biochem Biotechnol ; 165(5-6): 1211-24, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21863284

ABSTRACT

Limitation on two dimensional (2D) gel electrophoresis technique causes some proteins to be under presented, especially the extreme acidic, basic, or membrane proteins. To overcome the limitation of 2D electrophoresis, an analysis method was developed for identification of differentially expressed proteins in normal and cancerous colonic tissues using self-pack hydroxyapatite (HA) column. Normal and cancerous colon tissues were homogenized and proteins were extracted using sodium phosphate buffer at pH 6.8. Protein concentration was determined and the proteins were loaded unto the HA column. HA column reduced the complexity of proteins mixture by fractionating the proteins according to their ionic strength. Further protein separation was accomplished by a simple and cost effective sodium dodecyl sulfate-polyacrylamide gel electrophoresis method. The protein bands were subjected to in-gel digestion and protein analysis was performed using electrospray ionization (ESI) ion trap mass spectrometer. There were 17 upregulated proteins and seven downregulated proteins detected with significant differential expression. Some of these proteins were low abundant proteins or proteins with extreme pH that were usually under presented in 2D gel analysis. We have identified brain mitochondrial carrier protein 1, T-cell surface glycoprotein CD1a, SOSS complex subunit B2, and Protein Jade 1 which were previously not detected in 2D gel analysis method.


Subject(s)
Chromatography/methods , Colorectal Neoplasms/chemistry , Electrophoresis, Gel, Two-Dimensional/methods , Proteomics/methods , Absorption , Chromatography/economics , Chromatography/instrumentation , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Durapatite/chemistry , Electrophoresis, Gel, Two-Dimensional/economics , Humans , Proteins/chemistry , Proteins/genetics , Proteins/metabolism , Proteomics/economics , Proteomics/instrumentation
16.
J Chromatogr B Analyt Technol Biomed Life Sci ; 879(22): 2179-83, 2011 Jul 15.
Article in English | MEDLINE | ID: mdl-21689998

ABSTRACT

Orthosiphon aristatus is a traditionally used medicinal plant. In order to study the proteome of the plant, we have developed a simple plant protein extraction method by direct extraction of protein using a modified 2D-gel compatible tris-sucrose buffer followed by a double TCA-acetone precipitation. This method omitted the use of toxic phenol which is widely used in the studies of plants proteins. Moreover, it shortens the lengthy extraction procedure of phenol extraction and back-extraction method and therefore reduced the extraction time (by 2h) while increased in protein yields (by 50%). Comparison of the 2D-gel images of the two extracts revealed that >60 extra protein spots were detected in the extract of our current method. The method was applied on the leaves of O. aristatus collected from six geographical areas in Malaysia. The correlation coefficient of each replicate gels from the six areas ranged from 0.70 to 0.90 indicating good reproducibility of the method.


Subject(s)
Orthosiphon/chemistry , Plant Extracts/chemistry , Plant Proteins/chemistry , Proteomics/methods , Chemical Fractionation , Chemical Precipitation , Electrophoresis, Gel, Two-Dimensional , Electrophoresis, Polyacrylamide Gel , Malaysia , Plant Extracts/analysis , Plant Extracts/isolation & purification , Plant Leaves/chemistry , Plant Proteins/analysis , Plant Proteins/isolation & purification , Reproducibility of Results , Tandem Mass Spectrometry
17.
World J Gastroenterol ; 17(16): 2096-103, 2011 Apr 28.
Article in English | MEDLINE | ID: mdl-21547128

ABSTRACT

AIM: To evaluate the usefulness of differentially expressed proteins from colorectal cancer (CRC) tissues for differentiating cancer and normal tissues. METHODS: A Proteomic approach was used to identify the differentially expressed proteins between CRC and normal tissues. The proteins were extracted using Tris buffer and thiourea lysis buffer (TLB) for extraction of aqueous soluble and membrane-associated proteins, respectively. Chemometrics, namely principal component analysis (PCA) and linear discriminant analysis (LDA), were used to assess the usefulness of these proteins for identifying the cancerous state of tissues. RESULTS: Differentially expressed proteins identified were 37 aqueous soluble proteins in Tris extracts and 24 membrane-associated proteins in TLB extracts. Based on the protein spots intensity on 2D-gel images, PCA by applying an eigenvalue > 1 was successfully used to reduce the number of principal components (PCs) into 12 and seven PCs for Tris and TLB extracts, respectively, and subsequently six PCs, respectively from both the extracts were used for LDA. The LDA classification for Tris extract showed 82.7% of original samples were correctly classified, whereas 82.7% were correctly classified for the cross-validated samples. The LDA for TLB extract showed that 78.8% of original samples and 71.2% of the cross-validated samples were correctly classified. CONCLUSION: The classification of CRC tissues by PCA and LDA provided a promising distinction between normal and cancer types. These methods can possibly be used for identification of potential biomarkers among the differentially expressed proteins identified.


Subject(s)
Biomarkers, Tumor/analysis , Colorectal Neoplasms/chemistry , Colorectal Neoplasms/diagnosis , Neoplasm Proteins/analysis , Proteomics/methods , Adult , Aged , Aged, 80 and over , Humans , Middle Aged , Principal Component Analysis
18.
World J Gastroenterol ; 16(22): 2754-63, 2010 Jun 14.
Article in English | MEDLINE | ID: mdl-20533595

ABSTRACT

AIM: To identify differentially expressed hydrophobic proteins in colorectal cancer. METHODS: Eighteen pairs of colorectal cancerous tissues in addition to tissues from normal mucosa were analysed. Hydrophobic proteins were extracted from the tissues, separated using 2-D gel electrophoresis and analysed using Liquid Chromatography Tandem Mass Spectrometry (LC/MS/MS). Statistical analysis of the proteins was carried out in order to determine the significance of each protein to colorectal cancer (CRC) and also their relation to CRC stages, grades and patients' gender. RESULTS: Thirteen differentially expressed proteins which were expressed abundantly in either cancerous or normal tissues were identified. A number of these proteins were found to relate strongly with a particular stage or grade of CRC. In addition, the association of these proteins with patient gender also appeared to be significant. CONCLUSION: Stomatin-like protein 2 was found to be a promising biomarker for CRC, especially in female patients. The differentially expressed proteins identified were associated with CRC and may act as drug target candidates.


Subject(s)
Biomarkers, Tumor , Colorectal Neoplasms/chemistry , Colorectal Neoplasms/pathology , Neoplasm Proteins/chemistry , Adult , Aged , Aged, 80 and over , Blood Proteins/chemistry , Chromatography, Liquid , Electrophoresis, Gel, Two-Dimensional , Female , Humans , Hydrophobic and Hydrophilic Interactions , Male , Membrane Proteins/chemistry , Middle Aged , Molecular Sequence Data , Neoplasm Staging , Protein Array Analysis , Tandem Mass Spectrometry
19.
Dis Markers ; 28(3): 149-65, 2010.
Article in English | MEDLINE | ID: mdl-20534901

ABSTRACT

Female breast cancer is one of the leading causes of female mortality worldwide. In Malaysia, breast cancer is the most commonly diagnosed cancer in women. Of the women in Malaysia, the Chinese have the highest number of breast cancer cases, followed by the Indian and the Malay. The most common type of breast cancer is infiltrating ductal carcinoma (IDC). A proteomic approach was applied in this study to identify changes in the protein profile of cancerous tissues compared with normal tissues from 18 patients; 8 Chinese, 6 Malay and 4 Indian were analysed. Twenty-four differentially expressed hydrophilic proteins were identified. We evaluated the potential of these proteins as biomarkers for infiltrating ductal carcinoma based on their ethnic-specific expressions. Three of the upregulated proteins, calreticulin, 14-3-3 protein zeta and 14-3-3 protein eta, were found to be expressed at a significantly higher level in the cancerous breast tissues when compared with the normal tissues in cases of infiltrating ductal carcinoma. The upregulation in expression was particularly dominant in the Malay cohort.


Subject(s)
Breast/metabolism , Ethnicity , Neoplasm Proteins/metabolism , Proteins/metabolism , Aged , Aged, 80 and over , China , Chromatography, Liquid , Cohort Studies , Electrophoresis, Gel, Two-Dimensional , Female , Humans , India , Malaysia , Middle Aged , Solubility , Tandem Mass Spectrometry , Water
20.
Dis Markers ; 29(5): 231-42, 2010.
Article in English | MEDLINE | ID: mdl-21206008

ABSTRACT

Breast cancer is a leading cause of mortality in women. In Malaysia, it is the most common cancer to affect women. The most common form of breast cancer is infiltrating ductal carcinoma (IDC). A proteomic approach was undertaken to identify protein profile changes between cancerous and normal breast tissues from 18 patients. Two protein extracts; aqueous soluble and membrane associated protein extracts were studied. Thirty four differentially expressed proteins were identified. The intensities of the proteins were used as variables in PCA and reduced data of six principal components (PC) were subjected to LDA in order to evaluate the potential of these proteins as collective biomarkers for breast cancer. The protein intensities of SEC13-like 1 (isoform b) and calreticulin contributed the most to the first PC while the protein intensities of fibrinogen beta chain precursor and ATP synthase D chain contributed the most to the second PC. Transthyretin precursor and apolipoprotein A-1 precursor contributed the most to the third PC. The results of LDA indicated good classification of samples into normal and cancerous types when the first 6 PCs were used as the variables. The percentage of correct classification was 91.7% for the originally grouped tissue samples and 88.9% for cross-validated samples.


Subject(s)
Biomarkers, Tumor/biosynthesis , Breast Neoplasms/metabolism , Carcinoma, Ductal, Breast/metabolism , Aged , Aged, 80 and over , Female , Humans , Linear Models , Malaysia , Middle Aged , Principal Component Analysis , Protein Biosynthesis , Proteome/metabolism
SELECTION OF CITATIONS
SEARCH DETAIL
...