• 제목/요약/키워드: molecular profile

검색결과 533건 처리시간 0.027초

기계학습 기반 유전자 발현 데이터를 이용한 치주질환 예측 (Prediction for Periodontal Disease using Gene Expression Profile Data based on Machine Learning)

  • 이제근
    • 한국정보통신학회논문지
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    • 제23권8호
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    • pp.903-909
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    • 2019
  • 치주질환은 상당수의 성인들이 가지고 있는 질환이지만 아직 분자적인 수준에서의 발생 기작과 치료 방법에 대해서는 많은 것이 밝혀져 있지 않다. 본 연구에서는 치주질환 조직과 정상 조직에서 얻어진 유전자 발현 데이터를 이용하여 치주질환 조직과 정상 조직 사이에 분자적 차이가 있는지를 확인한다. 특히 기계학습 알고리즘을 이용하여 유전자 발현양 기반 치주질환 조직과 정상 조직의 분류가 가능한지를 확인하고, 각 조직에서 발현양 차이가 나는 유전자들이 주로 어떤 기능을 하는 것인지 살펴본다. t-SNE를 이용한 분석 결과 정상 조직과 치주질환 조직 샘플이 명확히 구분되어 군집화 될 수 있음이 확인되었다. 또한, 결정 트리, 랜덤 포레스트, 서포트 벡터 머신을 이용한 분류 알고리즘을 적용한 결과 불균형 데이터임에도 높은 정확도와 민감도, 특이도를 보였으며, 염증 반응 및 면역 반응 관련 유전자들이 주로 두 집단 간에 차이를 보임이 확인되었다.

제한효소 절편길이 다형성(T-RFLP) 분석기법을 이용한 손에 서식하는 세균의 군집조성 분석 (Profile Analysis of Bacteria in Human Hands Using the Terminal Restriction Fragment Length Polymorphism (T-RFLP) Analysis)

  • 박지선;김승범
    • 과학수사학회지
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    • 제11권4호
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    • pp.276-282
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    • 2017
  • 사건현장에서 얻어질 수 있는 증거물로써 현대 분자수준의 수사기법에 힘입어 많은 미세증거물들의 가치가 확인되고 있다. 이러한 미세증거물에는 DNA처럼 개인 식별에 유용한 물질들도 포함되어 있지만, 실제 현장에서 개별적인 특성을 나타내는 증거물만을 수집하는 것은 쉽지 않기 때문에 아직 응용되지 못하거나 발굴되지 않은 증거물 후보군에 대해 연구가 지속되어야 할 필요가 있다. 본 연구에서는 16명의 사람으로부터 손에서 서식하는 세균 군집을 채취하였으며 미생물군집분석방법 중 하나인 제한효소 절편길이 다형성(T-RFLP) 기법을 개인 식별에 활용할 수 있는지의 여부를 조사하였다. 그 결과, 16개의 서로 다른 electropherogram을 얻을 수 있었고, Staphylococcus속과 Bacillus 속을 포함하여 개인마다 종류와 조성의 차이를 보이는 다양한 세균 분류군들이 손바닥에 서식하고 있음을 확인하였으며, 이를 개인을 둘러싼 환경조건과 성별 등의 요인들을 연관하여 해석하고자 하였다.

The Peripheral Immune Landscape in a Patient with Myocarditis after the Administration of BNT162b2 mRNA Vaccine

  • Yoon, Bo Kyung;Oh, Tae Gyu;Bu, Seonghyeon;Seo, Kyung Jin;Kwon, Se Hwan;Lee, Ji Yoon;Kim, Yeumin;Kim, Jae-woo;Ahn, Hyo-Suk;Fang, Sungsoon
    • Molecules and Cells
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    • 제45권10호
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    • pp.738-748
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    • 2022
  • The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has posed a serious threat to global public health. A novel vaccine made from messenger RNA (mRNA) has been developed and approved for use at an unprecedented pace. However, an increased risk of myocarditis has been reported after BNT162b2 mRNA vaccination due to unknown causes. In this study, we used single-cell RNA sequencing and single-cell T cell receptor sequencing analyses of peripheral blood mononuclear cells (PBMCs) to describe, for the first time, changes in the peripheral immune landscape of a patient who underwent myocarditis after BNT162b2 vaccination. The greatest changes were observed in the transcriptomic profile of monocytes in terms of the number of differentially expressed genes. When compared to the transcriptome of PBMCs from vaccinated individuals without complications, increased expression levels of IL7R were detected in multiple cell clusters. Overall, results from this study can help advance research into the pathogenesis of BNT162b2-induced myocarditis.

Comparative Phytochemical Profiling of Methanolic Extracts of Different Parts of White Dandelion (Taraxacum coreanum) using Hybrid Ion-mobility Q-TOF MS

  • Hyemi Jang;Mira Choi;Eunmi Lee;Kyoung-Soon Jang
    • Mass Spectrometry Letters
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    • 제15권2호
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    • pp.95-106
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    • 2024
  • Taraxacum coreanum, known as the native Korean white dandelion, has been historically used in traditional medicine due to its various therapeutic properties. However, the specific benefits and mechanisms of white dandelion in alleviating particular symptoms or diseases remain uncertain due to the complexity of its phytochemical profile. In this study, we aimed to elucidate the phytochemical profiles of methanolic extracts of different parts of the white dandelion (flower, leaf, stem, and root) using hybrid ion-mobility Q-TOF MS. Using the trapped ion mobility-based PASEF technique, 3715 and 2114 molecular features with MS2 fragments were obtained in positive and negative ion modes, respectively, and then a total of 360 and 156 phytochemical compounds were annotated by matching with a reference spectral library in positive and negative ion modes, respectively. Subsequent feature-based molecular networking analysis revealed the phytochemical differences across the four different parts of the white dandelion. Our findings indicated that the methanolic extracts contained various bioactive compounds, including lipids, flavonoids, phenolic acids, and sesquiterpenes. In particular, lipids such as linoleic acids, lysophosphatidylcholines, and sesquiterpenoids were predominantly present in the leaf, while flavonoid glycosides and lysophosphoethanolamines were notably enriched in the flower. An assessment of the total phenolic content (TPC) and total flavonoid content (TFC) of the methanolic extracts revealed that the majority of phytochemicals were concentrated in the flower. Interestingly, despite the root extract displaying the lowest TPC and TFC values, it exhibited the highest radical scavenging rate when normalized to TPC and TFC, suggesting a potent antioxidant effect. These findings and further investigations into the biological activities and medicinal potential of the identified compounds, particularly those exclusive to specific plant parts, may contribute to the development of novel therapeutic agents derived from white dandelion.

Gene encoding prolactin of red-spotted grouper, Epinephelus akaara, and its application as a molecular marker for grouper species identification

  • Bok-Ki Choi;Gyeong-Eon Noh;Yeo-Reum Kim;Jun-Hwan Byun;HanKyu Lim;Jong-Myoung Kim
    • Fisheries and Aquatic Sciences
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    • 제27권6호
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    • pp.346-355
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    • 2024
  • Groupers are economically important species in the fishery and aquaculture industries in Asian countries. Various species of grouper, including hybrids, have been brought to market even without precise species identification. In this study, we analyzed the structure and expression profile of the gene encoding prolactin (PRL) in the red-spotted grouper Epinephelus akaara based on genomic DNA and cDNA templates. The results showed that the PRL gene consists of five exons encoding an open reading frame of 212 amino acids, including a putative signal peptide of 24 amino acids and a mature structural protein of 188 amino acids. It showed amino acid identities of 99% with Epinephelus coioides, 83% with Amphiprion melanopus, 82% with Acanthopagrus schlegelii, 75% with Oreochromis niloticus, 70% with Coregonus autumnalis, and 67% with Oncorhynchus mykiss, indicating its closer similarity to E. coioides and other groupers but marked distinction from non-teleost PRLs. PRL mRNA expression was detected mostly in the brain, including the pituitary gland, with little expression in other tissues. While the 5-exon structure of the PRL gene of red-spotted grouper and the exon sizes were conserved, the sizes of the introns, particularly the first intron, were markedly different among the grouper species. To examine whether these differences can be used to distinguish groupers of similar phenotypes, exon-primed intron-crossing analysis was carried out for various commercially important grouper species. The results showed clear differences in size of the amplified fragment encompassing the first intron of the PRL gene, indicating that this method could be used to develop species-specific markers capable of discriminating between grouper species and their hybrids at the molecular level.

족삼리 전침자극에 의한 흰쥐 hypothalamus의 유전자 발현 profile 분석 (Gene Expression Profile of Rat Hypothalamus Treated with Electroacupuncture at ST36 Acupoint)

  • 노삼웅;이기석;최기순;나영인;홍무창;신민규;민병일;배현수
    • 동의생리병리학회지
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    • 제18권4호
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    • pp.1041-1054
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    • 2004
  • Electroacupuncture (EA) has been reported to increase pain threshold, and to enhance the NK cell activity by up-regulation of IFN-γ and endogenous β-endolphin. For the purpose of understanding the molecular mechanism of EA stimulation, we analyzed the gene expression profile of rat hypothalamus, treated on Zusanli (ST36) with EA, in comparison with control group by oligonucleotide chip microarray (Affymetrix GeneChip Rat Neurobiology U34 Array) and real-time RT-PCR. Sprague-Dawley (S-D) male rats were stimulated at the Zusanli (ST36) acupoint in restriction holder. Simultaneously the control group was given only holder stress without EA stimulation. In order to prove the appropriateness of EA treatment, we measured spleen NK cell activity with standard 51Cr release assay. NK cell activity of EA group was significantly increased comparing to control group. The microarray and PCR results show that EA treatment up-regulates expression of genes associated with 1) nerve growth such as NGF induced factor A and VGF, 2) signal transduction such as 5HT3 receptor subunit, AMPA receptor binding protein and Na-dependent neurotransmitter transporter, and 3) anti-oxidation such as superoxide dismutase and glutathione S-transferase. In addition, the activity of the anti-oxidative enzyme, SOD of hypothalamus, liver and RBC was enhanced compared to that of control. The list of differentially expressed genes may implicate further insight on the mechanism of acupuncture effects.

잎담배 성분중 갈색고분자 물질의 분리정제 및 열분해에 관한 연구 (The Isolation and Pyrolysis of the Brown Pigmented Macromolecule from the Cured Leaf Tobacco)

  • 채쾌;박지창
    • 한국연초학회지
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    • 제2권1호
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    • pp.1-7
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    • 1980
  • 건조잎담배로부터 단백질로 간주되는 고분자 물질의 gel filtration column chromatography(Sephadex G-75), 투석 그리고 흡착 chromatography의 일종인 brushite column chromatography분리를 시도한 결과, 짙은 갈색의 고분자 물질을 얻었다. Sephadex column에 의한 분리 profile를 보면 분자량이 상이한 두종류의 갈색고분자 물질이 존재함을 확인하였고 brushite column의 분리 profile에 의하면 분자의 전자구조가 다른 두 종류의 고분자가 있음이 나타났다. Burley와 Hicks의 경우 단백질 분해효소에 의한 분해효과를 측정해본 결과, 가장 큰 분해효과를 보인 효소는 chymotrypsin으로 Burley에서 16-30%수준까지 분해현상을 나타내 주었으며 Hicks인 경우 38-57%까지 감소현상을 보여 주었다. Pepsin처리효과는 chymotrypsin처리구와 비슷한 수준을 보였으나 trypsin경우는 매우 낮은 분해현상을 나타냈다. 단백질 분해효소로 처리된 시료의 sephadex column분리 profile을 살펴보면, 분자량이 보다 큰 fraction의 경우 peak가 거의 완전하게 사라짐을 관찰할 수 있으나, 작은 분자량Peak는 약간의 감소현상만을 보여 주었다. 투석후의 갈색 고분자물질을 $300^{\circ}C$에서 연소시킨 경우, 연소전에 관찰할 수 없었던 강한 형광성 물질이 생성되었는데 TLC에 의한 분리후, 이 형광성 물질끈 흡수 스펙트라를 측정해 본 결과, 최대흡수 파장이 265. 275nm(benzene용매)로 나타났으며 스펙트럼 끈 모양이 polynuclear aromatic hydrocarbon(PAH) 계열 화합물의 것과 유사함을 보여 주었다.

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Significance of the Plasma Lipid Profile in Cases of Carcinoma of Cervix: A Tertiary Hospital Based Study

  • Raju, Kalyani;Punnayanapalya, Shruthi Suresh;Mariyappa, Narayanaswamy;Eshwarappa, Sumathi Mayagondanahalli;Anjaneya, Chandramouli;Kai, Lee Jun
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권8호
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    • pp.3779-3784
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    • 2014
  • Aims: To study alterations of plasma lipid profiles in carcinoma cervix and to assess significance comparedwith controls in different histological grades and stages. Materials and Methods: Totals of 99 histopathologically diagnosed cases and 35 controls from a tertiary hospital situated in the southern part of India which caters the rural and semi-urban populations were considered for the study. Fasting blood samples were taken to analyze total cholesterol (TC), triglycerides (TG), high density lipoprotein cholesterol (HDL-C) and low density lipoproteins cholesterol (LDL-C), for comparison of cases, grouped according to histological grades and stages, and controls. One way ANOVA was used for multiple group comparisons and the Student's t test (unpaired) for group wise comparisons. For all tests a 'p' value of 0.05 or less was considered as significant. Results: Out of 99 cases, most (n-39) were seen in the 40-49 year age group followed by 60-69 years (n-22). Serum TG significantly differed between cases and controls but without any relation to differentiation grade. The lipid profile parameters in various grades of cervical cancer were not statistically significant. Statistically significant increase of TC and LDL-C values was observed with increase in stage of the disease. Conclusions: The study showed TG is elevated in cervical cancer, and that TC and LDL-C are proportional to the spread of cancer as it increases from stage I to stage IV. An in-depth study of molecular changes in lipid metabolism in cervical cancer patients, enzymes/genes responsible and alterations in LDL receptors is necessary to provide information to decide whether the lipid profile has any diagnostic/prognostic role in cervical cancer.

Recent Advances in Biotechnology of Rumen Bacteria - Review -

  • Forsberg, C.W.;Egbosimba, E.E.;MacLellan, S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제12권1호
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    • pp.93-103
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    • 1999
  • Recent advances in the biotechnology of ruminal bacteria have been made in the characterization of enzymes involved in plant cell wall digestion, the exploration of mechanisms of gene transfer in ruminal bacteria, and the development of vectors. These studies have culminated in the introduction and expression of heterologous glucanase and xylanase genes and a fluoroacetate dehalogenase gene in ruminal bacteria. These recent studies show the strategy of gene and vector construction necessary for the production of genetically engineered bacteria for introduction into ruminants. Molecular research on proteolytic turnover of protein in the rumen is in its infancy, but a novel protein high in essential amino acids designed for intracellular expression in ruminal organisms provides an interesting approach for improving the amino acid profile of ruminal organisms.

라만 라이다 시스템을 이용한 라이다 중첩함수 산출 (Retrieval of Lidar Overlap Factor using Raman Lidar System)

  • 노영민;;신동호;이경화
    • 한국대기환경학회지
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    • 제25권5호
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    • pp.450-458
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    • 2009
  • The range-dependent overlap factor of a lidar system can be determined experimentally if a Raman backscatter signal by molecule is measured in addition to the usually observed elastic backscatter signal, which consists of a molecular component and a particle component. The direct determination of the overlap profile is presented and applied to a lidar measurement according to variation of telescope field-of-view and distance between telescope and transmitting laser. The retrieval of extinction coefficient by Raman method can generate high errors for heights below planetary boundary layer if the overlap effect is ignored. The overlap correction method presented here has been successfully applied to experimental data obtained in Gwangju, Korea.