• Title/Summary/Keyword: 2D gel electrophoresis

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The Algorithm of Protein Spots Segmentation using Watersheds-based Hierarchical Threshold (Watersheds 기반 계층적 이진화를 이용한 단백질 반점 분할 알고리즘)

  • Kim Youngho;Kim JungJa;Kim Daehyun;Won Yonggwan
    • The KIPS Transactions:PartB
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    • v.12B no.3 s.99
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    • pp.239-246
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    • 2005
  • Biologist must have to do 2DGE biological experiment for Protein Search and Analysis. This experiment coming into being 2 dimensional image. 2DGE (2D Gel Electrophoresis : two dimensional gel electrophoresis) image is the most widely used method for isolating of the objective protein by comparative analysis of the protein spot pattern in the gel plane. The process of protein spot analysis, firstly segment protein spots that are spread in 2D gel plane by image processing and can find important protein spots through comparative analysis with protein pattern of contrast group. In the algorithm which detect protein spots, previous 2DGE image analysis is applies gaussian fitting, however recently Watersheds region based segmentation algorithm, which is based on morphological segmentation is applied. Watersheds has the benefit that segment rapidly needed field in big sized image, however has under-segmentation and over-segmentation of spot area when gray level is continuous. The drawback was somewhat solved by marker point institution, but needs the split and merge process. This paper introduces a novel marker search of protein spots by watersheds-based hierarchical threshold, which can resolve the problem of marker-driven watersheds.

Electrophoretic Patterns of Sarcoplasmic Proteins in Mid-West Korean Sea Fishes by Thin Layer Polyacrylamide Gel Isoelectrofocusing (등전점 전기영동에 의한 서해산 해산어의 근형단백질의 전기영동에 관한 연구)

  • 김종배;최선남;이근우;정용현
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.20 no.5
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    • pp.455-460
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    • 1991
  • In order to identify hard distinct 12 fish species(shiba shrimp Metapenaeus joyneri, fleshy shrimp Penaeus orientalis, ridgetail prawn Palaemon carinicauda, yellow croaker Pseudosciaena manchurica, croaker Niber albiflora, Colichthyes fragilis, brown sole Limanda herzensteini, frog flounder Pleuronichthys cornutrs, Areliscus rhomaleus, stone flounder Kareius bicoloratus, harvest fish Pampus argenteus, flag fish Goniistius zonatus) by seeing with naked eye in Kunsan coastal area, sarcoplasmic protein in the supernatant was used for isoelectric focusing. For getting supernatant, fish muscle tissue was blended with two times deionized water and centrifuged (at $4^{\circ}C$, 12,000rpm for 15min). Isoelectric focusing of sarcoploasmic protein carried out on a LKB Multiphor II using polyacrylamide gel plate (2mm thickness, pH $3.5~10^{\circ}C$, pH 5~8 gradient, at $10^{\circ}C$ for 1.5, 3 hours). In case of uncertain protein pattern, pH gradient was modified to narrow pH gradiet, and excuted 2-D electrophoresis using conventional polyacrylamide gel electrophoresis. Most of fishes except yellow croaker and Collichthyes fragilis were distingushed by isoelectric focusing. The protein maps of 2-D electrophoresis for analyzing two protein bands at aimilar positions(pH 5, 6) between the two fish species showed the diffeences of the estimated molecular weights, 11,700(pH5.0) and 87,000(pH6.0)

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Comprehensive proteome analysis using quantitative proteomic technologies

  • Kamal, Abu Hena Mostafa;Choi, Jong-Soon;Cho, Yong-Gu;Kim, Hong-Sig;Song, Beom-Heon;Lee, Chul-Won;Woo, Sun-Hee
    • Journal of Plant Biotechnology
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    • v.37 no.2
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    • pp.196-204
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    • 2010
  • With the completion of genome sequencing of several organisms, attention has been focused to determine the function and functional network of proteins by proteome analysis. The recent techniques of proteomics have been advanced quickly so that the high-throughput and systematic analyses of cellular proteins are enabled in combination with bioinformatics tools. Furthermore, the development of proteomic techniques helps to elucidate the functions of proteins under stress or diseased condition, resulting in the discovery of biomarkers responsible for the biological stimuli. Ultimate goal of proteomics orients toward the entire proteome of life, subcellular localization, biochemical activities, and their regulation. Comprehensive analysis strategies of proteomics can be classified as three categories: (i) protein separation by 2-dimensional gel electrophoresis (2-DE) or liquid chromatography (LC), (ii) protein identification by either Edman sequencing or mass spectrometry (MS), and (iii) quanitation of proteome. Currently MS-based proteomics turns shiftly from qualitative proteome analysis by 2-DE or 2D-LC coupled with off-line matrix assisted laser desorption ionization (MALDI) and on-line electrospray ionization (ESI) MS, respectively, to quantitative proteome analysis. Some new techniques which include top-down mass spectrometry and tandem affinity purification have emerged. The in vitro quantitative proteomic techniques include differential gel electrophoresis with fluorescence dyes, protein-labeling tagging with isotope-coded affinity tag, and peptide-labeling tagging with isobaric tags for relative and absolute quantitation. In addition, stable isotope labeled amino acid can be in vivo labeled into live culture cells through metabolic incorporation. MS-based proteomics extends to detect the phosphopeptide mapping of biologically crucial protein known as one of post-translational modification. These complementary proteomic techniques contribute to not only the understanding of basic biological function but also the application to the applied sciences for industry.

A Proteomic Approach for Quantitative Analysis of Calcitonin Gene-related Peptides in the Cerebrospinal Fluid Obtained from a Rat Model of Chronic Neuropathic Pain (만성 신경병성 통증이 유발된 쥐의 뇌척수액에서 단백체학을 이용한 Calcitonin Gene-related Peptides의 정량분석)

  • Kim, Dong Hee;Hong, Sung Ho
    • The Korean Journal of Pain
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    • v.21 no.2
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    • pp.112-118
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    • 2008
  • Background: This study was conducted to quantitatively analyze proteins associated with the calcitonin gene-related peptide (CGRP) in cerebrospinal fluid (CSF) that was obtained from a rat model of chronic neuropathic pain following administration of intrathecal $CGRP_{8-37}$. Methods: Male Sprague-Dawley rats (100-150 g, 5-6 wks) were divided into two groups, sham controls and neuropathic pain models. At the time of operation for neuropathic pain model, an intrathecal catheter was threaded through the intrathecal space. At 1 or 2 wks after the operation (maximum pain state), a test dose of 1, 5, 10, or 50 nM of $CGRP_{8-37}$ was injected into the intrathecal catheter and the CSF was then aspirated. Conventional proteomics to evaluate the CSF were then performed using high resolution 2-D, gel electrophoresis followed by computational image analysis and protein identification by mass spectrometry. Results: Treatment with $CGRP_{8-37}$ effectively alleviated mechanical allodynia in a dose dependent manner. The most effective response was obtained when a dose of 50 nM was administered, but significant differences were obtained following administration of only 5 nM $CGRP_{8-37}$. Furthermore, the results of the proteomic analysis were consistent with the experimental results. Specially we detected 30 differentially expressed spots in 7 images when 2-D gel electrophoresis was conducted. The intensity of 6 of these spots (spot number: 20 and 26-30) was found decrease the $CGRP_{8-37}$ dose increased; therefore, these spots were evaluated by mass spectrometry. This analysis identified 2 different proteins, CGRP (spot numbers: 26-30) and neurotensin-related peptide (spot number: 20). Conclusions: The results of this study suggest that CGRP plays a role in chronic central neuropathic pain and is a major target of chronic neuropathic pain management.

Genetic Variants of Serum Proteins and Enzymes in Holstein-Friesian Cattle (홀스타인종 유우의 혈청단백질 및 효소의 유전적 변이체)

  • Sang, Byung Chan;Ryoo, Seung Heui;Seo, Kil Woong;Lee, Chang Soo
    • Korean Journal of Agricultural Science
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    • v.22 no.2
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    • pp.163-169
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    • 1995
  • This study was carried out to examine the genetic constitution of serum proteins and enzymes in Holstein Friesian cattle population. The genetic variants of post-transferrin-2(pTf-2), transferrin(Tf), post-albumin(pAlb), ceruloplasmin(Cp) and amylase-I(Am-I) were analyzed by using PAGE(polyacrylamide gel electrophoresis) and STAGE(starch gel electrophoresis). In serum proteins, the pTf-2 locus were observed to be controlled by codominant alleles designated F and S, and the distribution of genotypes were 76.34, 14.50 and 9.10% for pTf-2 FF, FS and SS types, respectively. The gene frequencies of the pTf-2 F and S allele were 0.836 and 0.164. The Tf locus were found to be controlled by four alleles, Tf A, D1, D2 and E at a single locus, and the distribution of genotypes were 6.11, 32.06, 19.08, 1.53, 10.69, 18.32, 9.92 and 2.29% for Tf AA, AD1, AD2, AE, D1D1, D1D2, D2D2 and D2E type, respectively. The gene frequencies of the Tf A, D1, D2 and E wee 0.321, 0.359, 0.298 and 0.019. The pAlb locus were identified to be genetically controlled by two alleles, pAlb F and S allele, and the distribution of genotypes were 32.06, 29.77 and 38.17% for pAlb FF, FS and SS types, respectively. The gene frequencies of the pAlb F and S allele were 0.461 and 0.531. The Alb locus were observed to be controlled by Alb A and B allele, and the gene frequencies of these were 0.996 and 0.004. In serum enzymes, the Cp locus were found to be controlled by F and S allele, and the distribution of genotypes were 46.57, 27.48 and 25.95% for Cp FF, FS and SS types, respectively. The gene frequencies of F and S allele were 0.603 and 0.394. The Am-I locus were observed to be controlled by Am-I B and C allele, and the distribution of genotypes were 39.69, 21.73 and 38.93% for Am-I BB, BC and CC types, the gene frequencies of Am-I B and C were 0.503 and 0.497, respectively.

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Isolation and Characterization of L-Ascorbic Acid-Producing Enzyme in Neurospora crassa (Neurospora crassa의 L-Ascorbic Acid 생산효소의 순수 분리 및 이의 특성에 관한 연구)

  • Kim, In-Sil;Lee, Yeon-Hee
    • Korean Journal of Microbiology
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    • v.32 no.2
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    • pp.132-138
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    • 1994
  • L-Ascorbic acid-producing enzyme in Neurospora crassa was found to exist in mitochondria and the activity of this enzyme was increased by the addition of D-fluconno-${\gamma}$-lactone or L-gulono-${\gamma}$-lactone in the media. L-Ascorbic acid-producin enzyme in N. crassa has been purified with ammonium sulfate precipitation. DEAE Sepharose CL-6B ion exchange chromatography. Sephacryl S-200 gel filtration chromatography and Reactive yellow 3-agarose dye affinity column chromatography. The specific activity of this enzyme was increased to 239.6 fold and the yield was 2.1%. The molecular weight of the native enzyme was 150.000 dalton when it was estimated with Sephacryl S-200 gel filtration chromatography. Its molecular weight appeared as 75.000 dalton by SDS-polyacrylamide gel electrophoresis. which suggested that this enzyme was consisted with two identical subunits. The optimal pH for this enzyme was 9.0 and the $K_m$ value for D-galactono-${\gamma}$-lactone was 0.073 mM.

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Purification and Characterization of Very Low Density Lipoprotein in Commercial Broiler and Crossbred Village Chickens by Fast Protein Liquid Chromatography

  • Tan, B.K.;Foo, H.L.;Loh, Teck Chwen;Norhani, A.;Zulkifli, I.
    • Asian-Australasian Journal of Animal Sciences
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    • v.18 no.12
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    • pp.1780-1785
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    • 2005
  • Very low density lipoprotein (VLDL) of commercial broiler (CB) and crossbred village chicken (AK) was purified using Fast Protein Liquid Chromatography (FPLC). The fraction collected was then confirmed as VLDL using 4% polyacrylamide gel electrophoresis and transmission electron microscopy (TEM). The particle size of VLDL is 46.8${\pm}$8.6 nm. The VLDL fraction was then subfractionated and the apolipoprotein (apo) profile was studied by sodium dodecyl sulphate polyacrylamide gel electrophoresis (SDSPAGE). The CB and AK have almost similar types of apo in both subfractions 1 and 2. The AK showed the presence of apoAI, AIV, D and E whereas the CB had apo AIV, D, E and H. The apo AIV and apo E were present in both subfractions of AK and CB.

Anti-Oxidant and Anti-Aging Effect of Supercritical Fluid Extraction of Seed of Euphorbia lathyris L. as a Pharmacopuncture Material (한방약침소재로써 속수자 초임계추출물의 항산화 및 항노화에 대한 연구)

  • Kwak, Byeong Mun;Kim, Tae-Jun;Kim, Ee-Hwa
    • Korean Journal of Acupuncture
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    • v.37 no.2
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    • pp.88-96
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    • 2020
  • Objectives : The purpose of this study was to investigate the anti-oxidant and anti-aging effect of the seed of Euphorbia lathyris L. extracted by supercritical CO2. Methods : Human dermal fibroblast cells dosed with the extract from Euphorbia lathyris L. were harvested and the intracellular proteome was analyzed to examine the expression of proteins related collagen synthesis pathway, metalloproteinases (MMPs), extracellular matrix (ECM)-cell interaction, cytokines, and antioxidant enzymes by 2-dimensional gel electrophoresis. Results : Fatty acid analysis of the extract from Euphorbia lathyris L. showed oleic acid was 84% and linoleic acid was 4.1%. Antioxidative effect was about 53% by beta carotene bleaching assay. In 2-dimensional polyacrylamide gel electrophoresis (2-D PAGE) analysis, fifteen protein changes in five mechanisms which were collagen synthesis pathway, MMPs, ECM-cell interaction, cytokines, and antioxidant enzymes were analyzed. Conclusions : This study suggests the supercritical extraction from the seed of Euphorbia lathyris L. could be used as anti-oxidant substances for pharmacopuncture.

Analysis of Hanwoo Loin Proteome by 2-D Gel Electrophoresis and Peptide Mass Fingerprinting

  • Lim, Jin-Kyu;Pyo, Jae-Hoon;Lee, Hwa-Jin;Jung, Il-Jung;Park, Young-Sik;Yeo, Young-Kuen;Kim, Jeong-Sang
    • Preventive Nutrition and Food Science
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    • v.7 no.4
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    • pp.432-436
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    • 2002
  • A proteomic map of Hanwoo loin was obtained using 2-D SDS-PAGE and mass spectrometric analysis: 27 bovine proteins plus 2 proteins having similarities to other mammal proteins out of 52 proteins analyzed. The identified proteins consisted of 50 % basic house keeping proteins involved in metabolism, 30% muscle proteins, and other miscellaneous proteins. Many proteins on the 2-D gel with different molecular weights and isoelectric points were identified as same proteins due to posttranslational modification. As many of the identified house keeping proteins showed the high sequence similarities to other mammal equivalent proteins, searching the mammal databases could confirm the annotation. The preliminary identification of the proteome in bovine loin tissue could reveal the functions of proteins at over 50 % of chance with high fidelities. Using the established loin proteome map, proteomic difference between 1 yr and 2 yr Hanwoo loin tissues were compared on 2D gel. Regardless of the difficulty normalizing protein concentrations and sample-to-sample variations, three unidentified proteins and myoglobin were selected as up-regulated proteins during the fat deposition period. This study contributes to a move thorough and holistic understanding of beef meat, helping to build the basis for future identification of new markers for good quality meat.

Iron Starvation-Induced Proteomic Changes in Anabaena (Nostoc) sp. PCC 7120: Exploring Survival Strategy

  • Narayan, Om Prakash;Kumari, Nidhi;Rai, Lal Chand
    • Journal of Microbiology and Biotechnology
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    • v.21 no.2
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    • pp.136-146
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    • 2011
  • This study provides first-hand proteomic data on the survival strategy of Anabaena sp. PCC 7120 when subjected to long-term iron-starvation conditions. 2D-gel electrophoresis followed by MALDI-TOF/MS analysis of iron-deficient Anabaena revealed significant and reproducible alterations in ten proteins, of which six are associated with photosynthesis and respiration, three with the antioxidative defense system, and the last, hypothetical protein all1861, conceivably connected with iron homeostasis. Iron-starved Anabaena registered a reduction in growth, photosynthetic pigments, PSI, PSII, whole-chain electron transport, carbon and nitrogen fixation, and ATP and NADPH content. The kinetics of hypothetical protein all1861 expression, with no change in expression until day 3, maximum expression on the $7^{th}$ day, and a decline in expression from the $15^{th}$ day onward, coupled with in silico analysis, suggested its role in iron sequestration and homeostasis. Interestingly, the up-regulated FBP-aldolase, Mn/Fe-SOD, and all1861 all appear to assist the survival of Anabeana subjected to iron-starvation conditions. Furthermore, the $N_2$-fixation capabilities of the iron-starved Anabaena encourage us to recommend its application as a biofertilizer, particularly in iron-limited paddy soils.