• Title/Summary/Keyword: Protein profiling

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Development of Decision Tree Software and Protein Profiling using Surface Enhanced laser Desorption/lonization - Time of Flight - Mass Spectrometry (SELDI-TOF-MS) in Papillary Thyroid Cancer (의사결정트리 프로그램 개발 및 갑상선유두암에서 질량분석법을 이용한 단백질 패턴 분석)

  • Yoon, Joon-Kee;Lee, Jun;An, Young-Sil;Park, Bok-Nam;Yoon, Seok-Nam
    • Nuclear Medicine and Molecular Imaging
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    • v.41 no.4
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    • pp.299-308
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    • 2007
  • Purpose: The aim of this study was to develop a bioinformatics software and to test it in serum samples of papillary thyroid cancer using mass spectrometry (SELDI-TOF-MS). Materials and Methods: Development of 'Protein analysis' software performing decision tree analysis was done by customizing C4.5. Sixty-one serum samples from 27 papillary thyroid cancer, 17 autoimmune thyroiditis, 17 controls were applied to 2 types of protein chips, CM10 (weak cation exchange) and IMAC3 (metal binding - Cu). Mass spectrometry was performed to reveal the protein expression profiles. Decision trees were generated using 'Protein analysis' software, and automatically detected biomarker candidates. Validation analysis was performed for CM10 chip by random sampling. Results: Decision tree software, which can perform training and validation from profiling data, was developed. For CM10 and IMAC3 chips, 23 of 113 and 8 of 41 protein peaks were significantly different among 3 groups (p<0.05), respectively. Decision tree correctly classified 3 groups with an error rate of 3.3% for CM10 and 2.0% for IMAC3, and 4 and 7 biomarker candidates were detected respectively. In 2 group comparisons, all cancer samples were correctly discriminated from non-cancer samples (error rate = 0%) for CM10 by single node and for IMAC3 by multiple nodes. Validation results from 5 test sets revealed SELDI-TOF-MS and decision tree correctly differentiated cancers from non-cancers (54/55, 98%), while predictability was moderate in 3 group classification (36/55, 65%). Conclusion: Our in-house software was able to successfully build decision trees and detect biomarker candidates, therefore it could be useful for biomarker discovery and clinical follow up of papillary thyroid cancer.

Expressional Profiling of Telomerase and Telomere-Associated Molecules in the Rat Testis and Seminal Vesicle during Postnatal Developmental Period

  • Seo, Hee-Jung;Lee, Seong-Kyu;Baik, Haing-Woon;Cheon, Yong-Pil;Chun, Tae-Hoon;Choi, In-Ho;Lee, Ki-Ho
    • Journal of Animal Science and Technology
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    • v.53 no.3
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    • pp.195-202
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    • 2011
  • Maintenance of adequate telomere length in developing cells is the most important concern to preserve the integrity of the genome. The length of telomere is strictly regulated by numerous telomere-binding proteins and/or interacting factors. Even though the expression of telomerase in the male reproductive tract has been characterized, developmental expressional profiling of telomerase and other telomere-associated proteins has not been determined in detail. The present study was attempted to examine expression patterns of catalytic subunit (Tert) and RNA component (Terc) of telomerase and two telomerase associated factors, telomerase associated protein 1 (Tep1) and TERF1 (TRF1) interacting nuclear factor 2 (Tinf2) in the testis and seminal vesicle of male rat during postnatal development. The real-time PCR analysis was utilized to quantify mRNA expression of molecules. The abundance of Tep1 mRNA in the testis and seminal vesicle was the highest at 5 months of age. Expressional fluctuation of Tinf2 during postnatal development was found in the testis, while expression of Tinf2 in the seminal vesicle was gradually increased until 5 months of age and then significantly decreased later. mRNA level of Tert gene in the testis was significantly increased at the adult and the elder, while the highest expression of Tert gene in the seminal vesicle was found at 5 months of age. Expression of Terc transcript in the testis and seminal vesicle was the highest at 5 months of age, followed by significant reduction at 1 and 2 years of ages. Such differential gene expression of telomere-associated factors and telomerase components in different male reproductive tissues during postnatal development indicates that maintenance of telomere length would be regulated in tissue- and/or age-specific manners.

Inhibitory Melanogenesis of Bambusae caulis in Taeniam and Profiling of Related Proteins (죽여의 멜라닌 생성 억제 효과 및 관련 단백질 동향 분석)

  • Lee, Chung-Hyun;Kim, Sang-Bum;Byun, Sang-Yo
    • KSBB Journal
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    • v.25 no.5
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    • pp.478-482
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    • 2010
  • Inhibitory melanogenesis by Bambusae caulis in Teaniam (Phyllostaachys nigra var. henonis Stapf) was studied. Tyrosinase inhibition activities were evaluated with six different extracts. Among them the extract with methanol showed the highest tyrosinase activity inhibition. MTT assay with B16 melanoma showed that the extract was not toxic up to the concentration of 50 ppm. The melanogenesis was clearly inhibited by the extract when it was examined by the melanin content assay in the cell. When the extract was dosed as 10 ppm, the melanogenesis was reduced to 68% in culture medium and 74% in the cell. By the proteome analysis with 2-D electrophoresis, 171 protein spots were found in the control gel and 282 spots were detected in the sample gel. Among 120 spot proteins matched, 12 spots were identified as proteins involved in the melanogenesis mechanism.

Identification of bioactive components behind the antimicrobial activity of cow urine by peptide and metabolite profiling

  • Rohit Kumar;Jai Kumar Kaushik;Ashok Kumar Mohanty;Sudarshan Kumar
    • Animal Bioscience
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    • v.36 no.7
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    • pp.1130-1142
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    • 2023
  • Objective: Cow urine possesses several bioactive properties but the responsible components behind these bioactivities are still far from identified. In our study, we tried to identify the possible components behind the antimicrobial activity of cow urine by exploring the peptidome and metabolome. Methods: We extracted peptides from the urine of Sahiwal cows belonging to three different physiological states viz heifer, lactation, and pregnant, each group consisting of 10 different animals. The peptides were extracted using the solid phase extraction technique followed by further extraction using ethyl acetate. The antimicrobial activity of the aqueous extract was evaluated against different pathogenic strains like Staphylococcus aureus, Escherichia coli, and Streptococcus agalactiae. The safety of urinary aqueous extract was evaluated by hemolysis and cytotoxicity assay on the BuMEC cell line. The urinary peptides were further fractionated using high-performance liquid chromatography (HPLC) to identify the fraction(s) containing the antimicrobial activity. The HPLC fractions and ethyl acetate extract were analyzed using nLC-MS/MS for the identification of the peptides and metabolites. Results: A total of three fractions were identified with antimicrobial activity, and nLC-MS/MS analysis of fractions resulted in the identification of 511 sequences. While 46 compounds were identified in the metabolite profiling of organic extract. The urinary aqueous extract showed significant activity against E. coli as compared to S. aureus and S. agalactiae and was relatively safe against mammalian cells. Conclusion: The antimicrobial activity of cow urine is a consequence of the feeding habit. The metabolites of plant origin with several bioactivities are eliminated through urine and are responsible for their antimicrobial nature. Secondly, the plethora of peptides generated from the activity of endogenous proteases on protein shed from different parts of tissues also find their way to urine. Some of these sequences possess antimicrobial activity due to their amino acid composition.

Measuring and Reducing Off-Target Activities of Programmable Nucleases Including CRISPR-Cas9

  • Koo, Taeyoung;Lee, Jungjoon;Kim, Jin-Soo
    • Molecules and Cells
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    • v.38 no.6
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    • pp.475-481
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    • 2015
  • Programmable nucleases, which include zinc-finger nucleases (ZFNs), transcription activator-like effector nucleases (TALENs), and RNA-guided engineered nucleases (RGENs) repurposed from the type II clustered, regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated protein 9 (Cas9) system are now widely used for genome editing in higher eukaryotic cells and whole organisms, revolutionising almost every discipline in biological research, medicine, and biotechnology. All of these nucleases, however, induce off-target mutations at sites homologous in sequence with on-target sites, limiting their utility in many applications including gene or cell therapy. In this review, we compare methods for detecting nuclease off-target mutations. We also review methods for profiling genome-wide off-target effects and discuss how to reduce or avoid off-target mutations.

Molecular Cloning, Bioinformatics Analysis and Expression Profiling of a Gene Encoding Vacuolar-type $H^+-ATP$ Synthetase (V-ATPase) c Subunit from Bombyx mori

  • Lu, Peng;Chen, Keping;Yao, Qin;Yang, Hua-Jun
    • International Journal of Industrial Entomology and Biomaterials
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    • v.15 no.2
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    • pp.115-122
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    • 2007
  • As the genome of B.mori is available in GenBank and the EST database of B.mori is expanding, identification of novel genes of B.mori is conceivable by data-mining techniques. We used the in silico cloning method to get the vacuolar-type $H^+-ATP$ synthetase (V-ATPase) c subunit (16 kDa proteolipid subunit) gene of B.mori and analysed with bioinformatics tools. The result was confirmed by RT-PCR and sequencing. The V-ATPase c subunit cDNA contains a 468 bp ORF. The ORF encoded a 155-residue protein that showed extensive homology with V-ATPase c subunits from other 15 species and contained four membrane-spanning helices. Tissue expression pattern analysis revealed that V-ATPase c expressed strongly in Malpighian tubules, not in fat body. This gene has been registered in GenBank under the accession number EU082222.

Genomic and Proteomic Profiling of the Cadmium Cytotoxic Response in Human Lung Epithelial Cells

  • Choi, Kwang-Man;Youn, Hyung-Sun;Lee, Mi-Young
    • Molecular & Cellular Toxicology
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    • v.5 no.3
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    • pp.198-206
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    • 2009
  • Microarray and proteomic expression patterns in response to cadmium exposure were analyzed in human lung epithelial cells. Among 35,000 genes analyzed by cDNA microarray, 228 genes were up-regulated and 99 genes were down-regulated, based on a fold change cut-off value of ${\geq}2$. Combining two-dimensional gel electrophoresis and matrix-assisted laser desorption/ionization-time-of-flight-mass spectrometry (MALDI-ToF-MS), 25 of 629 protein spots showed fold changes in expression ${\geq}2$ (17 up-regulated, 8 down-regulated). After comparing the cDNA microarray and proteomic analyses, only transglutaminase 2, translation elongation factor 1 alpha 1, and glyceraldehyde-3-phosphate dehydrogenase showed overlapping signals in the cDNA microarray and proteomic analyses, whereas the remaining differentially expressed proteins showed large discrepancies with respect to mRNA expression.

Gene Expression Analysis of Acetaminophen-induced Liver Toxicity in Rat (아세트아미노펜에 의해 간손상이 유발된 랫드의 유전자 발현 분석)

  • Chung, Hee-Kyoung
    • Toxicological Research
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    • v.22 no.4
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    • pp.323-328
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    • 2006
  • Global gene expression profile was analyzed by microarray analysis of rat liver RNA after acute acetaminophen (APAP) administration. A single dose of 1g/kg body weight of APAP was given orally, and the liver samples were obtained after 24, 48 h, and 2 weeks. Histopathologic and biochemical studies enabled the classification of the APAP effect into injury (24 and 48 h) and regeneration (2 weeks) stages. The expression levels of 4900 clones on a custom rat gene microarray were analyzed and 484 clones were differentially expressed with more than a 1.625-fold difference(which equals 0.7 in log2 scale) at one or more time points. Two hundred ninety seven clones were classified as injury-specific clones, while 149 clones as regeneration-specific ones. Characteristic gene expression profiles could be associated with APAP-induced gene expression changes in lipid metabolism, stress response, and protein metabolism. We established a global gene expression profile utilizing microarray analysis in rat liver upon acute APAP administration with a full chronological profile that not only covers injury stage but also later point of regeneration stage.

Laser Captured Microdissection

  • 이경아
    • The Zoological Society Korea : Newsletter
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    • v.18 no.2
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    • pp.21-25
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    • 2001
  • 대부분의 조직은 여러 가지 세포가 모여서 이루어지기 때문에 그 중의 어떤 특정세포에서 발현하는 물질을 분석하려면 조직을 이루고 있는 각각의 세포를 분리해내야 한다. 이렇게 순수하게 세포를 분리해내는 기술 중의 하나가 Laser Captured Microdissection (LCM)이 다. LCM의 개발로 기존에 사용되던 방법에 비하여 빠르고 간편하면서, 매우 정확하게 원하는 세포를 순수 분리해서 그 세포의 분자생물학적 또는 생화학적인 분석을 할 수 있게 되었다. LCM은 현미경으로 조직절편을 관찰하면서 원하는 세포를 낮은 에너지의 laser를 사용하여 도려내는 방법으로 조직절편 이외에도 도말된 혈액이나 자궁경부 조직, 그리고 배양된 세포를 cytocentrifugation한 후에 원하는 세포를 포획 할 수도 있다. LCM을 이용한 연구는 여러 분야에서 다양하게 진행되고 있으며, 특히 같은 조직 내에 존재하는 정상세포와 전이중인 세포, 그리고 암세포를 구분해 냄으로써 암의 전이기전 및 병인 연구에 매우 큰 공헌을 하고 있다. 이렇게 분리된 세포는 RT-PCR, LOH (loss of heterozygosity), microsatellite instability, differential gene profiling, cDNA microarray, Western blot, 2D PAGE protein analysis 등의 기법을 접목하여 연구하게 된다. 본 논단을 통하여 1996년 개발된 LCM의 원리와 이제까지 LCM을 이용한 연구 성과를 살펴보고자 한다.

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Functional characterization of a CCCH type zinc-finger protein gene OsZF2 by ectopic overexpression of the gene in rice (과발현 형질전환벼에서 CCCH type zinc-finger protein 유전자 OsZF2 기능 분석)

  • Lee, Jung-Sook;Yoon, In-Sun;Yoon, Ung-Han;Lee, Gang-Seob;Byun, Myung-Ok;Suh, Seok-Chul
    • Journal of Plant Biotechnology
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    • v.36 no.1
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    • pp.23-29
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    • 2009
  • We have previously isolated a CCCH type zinc-finger protein gene, OsZF2 (Oryza sativa Zinc Finger 2), from the cold-treated rice cDNA library. To investigate the potential role of OsZF2, transgenic rice lines over-expressing OsZF2 under the control of CaMV 35S promoter have been developed through Agrobacterium-mediated transformation. Elevated level of OsZF2 transcripts was confirmed by RNA gel blot analysis in transgenic rice. Under the 100 mM NaCl condition, the transgenic rice showed significantly enhanced growth rate in terms of shoot length and fresh weight, implicating that OsZF2 is likely to be involved in salt response of rice. In the field condition, however, the transgenic rice showed a dwarf phenotype and flowering time was delayed. Genome expression profiling analysis of transgenic plants using the 20K NSF rice oligonucleotide array revealed many up-regulated genes related to stress responses and signaling pathways such as chaperone protein dnaJ 72, salt stress-induced protein, PR protein, disease resistance proteins RPM1 and Cf2/Cf5 disease resistance protein, carbohydrate/ sugar transporter, OsWAK kinase, brassinosteroid LRR receptor kinase, and jasmonate O-methyltransferase. These data suggest that the CCCH type zinc-finger protein OsZF2 is a upstream transcriptional factor regulating growth and stress responsiveness of rice.