• 제목/요약/키워드: Gene prediction

검색결과 297건 처리시간 0.033초

Comprehensive Evaluation System for Post-Metabolic Activity of Potential Thyroid-Disrupting Chemicals

  • Yurim Jang;Ji Hyun Moon;Byung Kwan Jeon;Ho Jin Park;Hong Jin Lee;Do Yup Lee
    • Journal of Microbiology and Biotechnology
    • /
    • 제33권10호
    • /
    • pp.1351-1360
    • /
    • 2023
  • Endocrine-disrupting chemicals (EDCs) are compounds that disturb hormonal homeostasis by binding to receptors. EDCs are metabolized through hepatic enzymes, causing altered transcriptional activities of hormone receptors, and thus necessitating the exploration of the potential endocrine-disrupting activities of EDC-derived metabolites. Accordingly, we have developed an integrative workflow for evaluating the post-metabolic activity of potential hazardous compounds. The system facilitates the identification of metabolites that exert hormonal disruption through the integrative application of an MS/MS similarity network and predictive biotransformation based on known hepatic enzymatic reactions. As proof-of-concept, the transcriptional activities of 13 chemicals were evaluated by applying the in vitro metabolic module (S9 fraction). Identified among the tested chemicals were three thyroid hormone receptor (THR) agonistic compounds that showed increased transcriptional activities after phase I+II reactions (T3, 309.1 ± 17.3%; DITPA, 30.7 ± 1.8%; GC-1, 160.6 ± 8.6% to the corresponding parents). The metabolic profiles of these three compounds showed common biotransformation patterns, particularly in the phase II reactions (glucuronide conjugation, sulfation, GSH conjugation, and amino acid conjugation). Data-dependent exploration based on molecular network analysis of T3 profiles revealed that lipids and lipid-like molecules were the most enriched biotransformants. The subsequent subnetwork analysis proposed 14 additional features, including T4 in addition to 9 metabolized compounds that were annotated by prediction system based on possible hepatic enzymatic reaction. The other 10 THR agonistic negative compounds showed unique biotransformation patterns according to structural commonality, which corresponded to previous in vivo studies. Our evaluation system demonstrated highly predictive and accurate performance in determining the potential thyroid-disrupting activity of EDC-derived metabolites and for proposing novel biotransformants.

Mechanism of Wenshen Xuanbi Decoction in the treatment of osteoarthritis based on network pharmacology and experimental verification

  • Hankun You;Siyuan Song;Deren Liu;Tongsen Ren;Song Jiang Yin;Peng Wu;Jun Mao
    • The Korean Journal of Physiology and Pharmacology
    • /
    • 제28권1호
    • /
    • pp.59-72
    • /
    • 2024
  • To investigate the mechanism of Wenshen Xuanbi Decoction (WSXB) in treating osteoarthritis (OA) via network pharmacology, bioinformatics analysis, and experimental verification. The active components and prediction targets of WSXB were obtained from the TCMSP database and Swiss Target Prediction website, respectively. OA-related genes were retrieved from GeneCards and OMIM databases. Protein-protein interaction and functional enrichment analyses were performed, resulting in the construction of the Herb-Component-Target network. In addition, differential genes of OA were obtained from the GEO database to verify the potential mechanism of WSXB in OA treatment. Subsequently, potential active components were subjected to molecular verification with the hub targets. Finally, we selected the most crucial hub targets and pathways for experimental verification in vitro. The active components in the study included quercetin, linolenic acid, methyl linoleate, isobergapten, and beta-sitosterol. AKT1, tumor necrosis factor (TNF), interleukin (IL)-6, GAPDH, and CTNNB1 were identified as the most crucial hub targets. Molecular docking revealed that the active components and hub targets exhibited strong binding energy. Experimental verification demonstrated that the mRNA and protein expression levels of IL-6, IL-17, and TNF in the WSXB group were lower than those in the KOA group (p < 0.05). WSXB exhibits a chondroprotective effect on OA and delays disease progression. The mechanism is potentially related to the suppression of IL-17 and TNF signaling pathways and the down-regulation of IL-6.

두경부 편평상피세포암주에서 방사선 내성 관련 유전인자의 확인 (Identifying Genes Related with Radiation Resistance in Oral Squamous Cell Carcinoma Cell Lines)

  • 이세영;설정훈;박행란;조남훈;최윤표;라선영;백승재;황준연;김세헌
    • 대한두경부종양학회지
    • /
    • 제27권2호
    • /
    • pp.190-197
    • /
    • 2011
  • Background and Objective : Radiation resistance(RR) is one of main determinants of treatment outcome in oral squamous cell carcinoma(OSCC), but accurate prediction of RR is difficult. We aim to establish RR OSCC cell lines and identify genes related with RR by a measurement of altered gene expression after inducing RR. Material and Methods : OSCC cell lines, SCC15, SCC25 and QLL1, were treated with 2Gy radiation per session, and parts of them were alive in finally accumulated dosage of 60Gy through 30 times repetition of radiotherapy for inducing RR cell lines. We compared results of cDNA array and proteomics in non-radiated cell lines and RR cell lines to detect changes of gene expression. Western blot was used for the validation of results. Results : cDNA array revealed 265 commonly up-regulated genes and 268 commonly down-regulated genes in 3 RR cell lines comparing their non-radiated counterpart. Among them, 30 cancer related genes were obtained. Proteomics showed 51 commonly altered protein expressions in 3 RR cell lines and 18 cancer related proteins were obtained. Among the detected genes, we found NM23-H1 and PA2G4 were over-expressed in both cDNA array and proteomics. Western blot showed increased expression of NME1 in RR cell lines but not in PA2G4. Conclusion: We concluded that NM23-H1 may be a candidate of RR related gene and over-expression of NM23-H1 could be a biomarker to predict RR in OSCC.

Comparing In Vitro and In Vivo Genomic Profiles Specific to Liver Toxicity Induced by Thioacetamide

  • Kang, Jin-Seok;Jeong, Youn-Kyoung;Shin, Ji-He;Suh, Soo-Kyung;Kim, Joo-Hwan;Lee, Eun-Mi;Kim, Seung-Hee;Park, Sue-Nie
    • Biomolecules & Therapeutics
    • /
    • 제15권4호
    • /
    • pp.252-260
    • /
    • 2007
  • As it is needed to assay possible feasibility of extrapolation between in vivo and in vitro systems and to develop a new in vitro method for toxicity testing, we investigated global gene expression from both animal and cell line treated with thioacetamide (TAA) and compared between in vivo and in vitro genomic profiles. For in vivo study, mice were orally treated with TAA and sacrificed at 6 and 24 h. For in vitro study, TAA was administered to a mouse hepatic cell line, BNL CL.2 and sampling was carried out at 6 and 24 h. Hepatotoxicity was assessed by analyzing hepatic enzymes and histopathological examination (in vivo) or lactate dehydrogenase (LDH) assay and morphological examination (in vitro). Global gene expression was assessed using microarray. In high dose TAA-treated group, there was centrilobular necrosis (in vivo) and cellular toxicity with an elevation of LDH (in vitro) at 24 h. Statistical analysis of global gene expression identified that there were similar numbers of altered genes found between in vivo and in vitro at each time points. Pathway analysis identified several common pathways existed between in vivo and in vitro system such as glutathione metabolism, bile acid biosynthesis, nitrogen metabolism, butanoate metabolism for hepatotoxicty caused by TAA. Our results suggest it may be feasible to develop toxicogenomics biomarkers by comparing in vivo and in vitro genomic profiles specific to TAA for application to prediction of liver toxicity.

Assessment of Feasibility for Developing Toxicogenomics Biomarkers by comparing in vitro and in vivo Genomic Profiles Specific to Liver Toxicity Induced by Acetaminophen

  • Kang, Jin-Seok;Jeong, Youn-Kyoung;Suh, Soo-Kyung;Kim, Joo-Hwan;Lee, Woo-Sun;Lee, Eun-Mi;Shin, Ji-He;Jung, Hai-Kwan;Kim, Seung-Hee;Park, Sue-Nie
    • Molecular & Cellular Toxicology
    • /
    • 제3권3호
    • /
    • pp.177-184
    • /
    • 2007
  • As a possible feasibility of the extrapolation between in vivo and in vitro systems, we investigated the global gene expression from both mouse liver and mouse hepatic cell line treated with hepatotoxic chemical, acetaminophen (APAP), and compared between in vivo and in vitro genomic profiles. For in vivo study, mice were orally treated with APAP and sacrificed at 6 and 24 h. For in vitro study, APAP were administered to a mouse hepatic cell line, BNL CL.2 and sampling was carried out at 6 and 24 h. Hepatotoxicity was assessed by analyzing hepatic enzymes and histopathological examination (in vivo) or lactate dehydrogenase (LDH) assay and morphological examination (in vitro). Global gene expression was assessed using microarray. In high dose APAPtreated group, there was centrilobular necrosis (in vivo) and cellular toxicity with the elevation of LDH (in vitro) at 24 h. Statistical analysis of global gene expression identified that there were similar numbers of altered genes found between in vivo and in vitro at each time points. Pathway analysis identified glutathione metabolism pathway as common pathways for hepatotoxicty caused by APAP. Our results suggest it may be feasible to develop toxicogenomics biomarkers or profiles by comparing in vivo and in vitro genomic profiles specific to this hepatotoxic chemical for application to prediction of liver toxicity.

메추리 Chibby Family Member 2 (CBY2) 유전자의 클로닝과 메추리 근육세포에서의 특성 분석 (Cloning and Characterizing of the Quail Chibby Family Member 2 (CBY2) Gene in Quail Muscle Cells)

  • 이인표;신상수
    • 한국가금학회지
    • /
    • 제47권3호
    • /
    • pp.127-133
    • /
    • 2020
  • Chibby family member 2(CBY2)은 Chibby-like super family domain을 가지고 있으며, SPERT 또는 NURIT 등으로도 알려져 있지만, 그 기능이 많이 알려져 있지는 않다. 본 연구에서는 메추리 CBY2 유전자를 클로닝하여 그 서열을 분석하고, QM7 메추리 근육 세포의 근육발생에서의 역할을 분석하였다. 메추리 CBY2의 코딩 서열은 978개의 염기로 이루어져 있으며, 이는 325개의 아미노산으로 번역되어진다. 메추리 CBY2는 닭의 CBY2와 가장 유사했으며, 이들 조류의 CBY2는 진화 역사상 일찍이 포유류의 CBY2와 나뉘어진 것으로 분석되었다. 단백질 도메인 예측 분석 결과, 메추리 CBY2는 N-말단 쪽에, 포유류와 비교 시 상이한 아미노산을 많이 갖고는 있지만, 83개의 아미노산으로 이루어진 Chibby-like superfamily domain을 가진 것으로 확인되었다. 메추리의 다양한 조직 중 CBY2는 지방조직에서 가장 많이 발현했으며, 간, 심장, 신장에서는 중간 또는 낮은 정도로 발현했고, 대흉근에서는 극히 낮은 발현을 보였다. CBY2의 근육발생에서의 역할을 분석하기 위해 CBY2를 QM7 세포에 과발현시킨 결과, CBY2가 근육발생을 억제하는 것을 확인할 수 있었으며, 근관의 넓이를 수치화해 비교해본 결과, 그 면적이 대조구의 약 25%밖에 되지 않았다. 결론적으로 메추리 CBY2는 Chibby-like superfamily domain을 가지고 있으며, 근육발생을 억제하는 특성이 있다. 추후 연구는 CBY2가 근육발생을 억제하는 기작을 밝혀내는데 중점을 두어야 할 것이다.

단백질 기능 흐름 모델 구성 및 평가 기법 (A Method for Protein Functional Flow Configuration and Validation)

  • 장우혁;정석훈;한동수
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
    • /
    • 제15권4호
    • /
    • pp.284-288
    • /
    • 2009
  • 단백질 상호작용의 예측 및 실험 결과가 대용량으로 배포되면서 바이오 정보 기술 연구자들은 생명체 내의 단백질 상호작용 네트워크를 구성하기 위해 노력하여 왔다. 일반적으로 대용량의 상호작용 데이터들은 많은 오류를 포함한다고 알려져 있으나, 최근 단백질의 물리 화학적 특성 및 구조를 기반으로 한 방법들이 실제 실험과 병행되어 고화질(High resolution)의 결과를 제공하게 되면서, 특정 종에 대한 단백질 상호작용 네트워크가 점차 완성되고 있다. 그러나, 단순 물리적 링크 수준의 단백질 상호작용 네트워크만으로는 특정 병원체의 발병 메커니즘 규명 등과 같은 응용분야의 활용에 한계가 있다. 본 논문에서는 실험을 통하여 보고된 신호 전달 경로(signaling transduction pathway)를 이용하여 단백질 기능 간의 관계를 방향성이 있는 그래프로 표현한 단백질 기능 흐름 모델을 제시한다. 제안하는 모델은 Gene Ontology에서 정의된 molecular function을 정점(vertex)으로 가지고 이들 사이의 관계를 간선(edge)으로 표현함으로써 특정 기능의 전이를 살펴볼 수 있다. 이러한 기능 흐름 모델은 수 만개의 정점(vertex)으로 구성된 단백질 상호작용 네트워크에서 의미 있는 경로를 추출하는 데에 제약 혹은 참조 조건으로 사용될 수 있어 향후 활용도가 클 것으로 기대한다. 평가는 KEGG에서 제공되는 11개의 인간 신호 전달 경로 각각에 대하여 대상 경로를 제외한 나머지로부터 생성된 모델과의 크론바하 알파 계수(Cronbach's alpha)를 측정하였고(${\alpha}=0.67$), 총 1023개의 흐름 중 ${\alpha}=0.6$ 이상의 신뢰도에 대하여 총 765개의 흐름을 가지는 기능 흐름 모델을 최종 구성하였다.

Prediction of itching diagnostic marker through RNA sequencing of contact hypersensitivity and skin scratching stimulation mice models

  • Kim, Young-Won;Zhou, Tong;Ko, Eun-A;Kim, Seongtae;Lee, Donghee;Seo, Yelim;Kwon, Nahee;Choi, Taeyeon;Lim, Heejung;Cho, Sungvin;Bae, Gwanhui;Hwang, Yuseong;Kim, Dojin;Park, Hyewon;Lee, Minjae;Jang, Eunkyung;Choi, Jeongyoon;Bae, Hyemi;Lim, Inja;Bang, Hyoweon;Ko, Jae-Hong
    • The Korean Journal of Physiology and Pharmacology
    • /
    • 제23권2호
    • /
    • pp.151-159
    • /
    • 2019
  • Pruritus (itching) is classically defined as an unpleasant cutaneous sensation that leads to scratching behavior. Although the scientific criteria of classification for pruritic diseases are not clear, it can be divided as acute or chronic by duration of symptoms. In this study, we investigated whether skin injury caused by chemical (contact hypersensitivity, CHS) or physical (skin-scratching stimulation, SSS) stimuli causes initial pruritus and analyzed gene expression profiles systemically to determine how changes in skin gene expression in the affected area are related to itching. In both CHS and SSS, we ranked the Gene Ontology Biological Process terms that are generally associated with changes. The factors associated with upregulation were keratinization, inflammatory response and neutrophil chemotaxis. The Kyoto Encyclopedia of Genes and Genomes pathway shows the difference of immune system, cell growth and death, signaling molecules and interactions, and signal transduction pathways. Il1a, Il1b and Il22 were upregulated in the CHS, and Tnf, Tnfrsf1b, Il1b, Il1r1 and Il6 were upregulated in the SSS. Trpc1 channel genes were observed in representative itching-related candidate genes. By comparing and analyzing RNA-sequencing data obtained from the skin tissue of each animal model in these characteristic stages, it is possible to find useful diagnostic markers for the treatment of itching, to diagnose itching causes and to apply customized treatment.

Effects of feeding high-energy diet on growth performance, blood parameters, and carcass traits in Hanwoo steers

  • Kang, Dong Hun;Chung, Ki Yong;Park, Bo Hye;Kim, Ui Hyung;Jang, Sun Sik;Smith, Zachary K.;Kim, Jongkyoo
    • Animal Bioscience
    • /
    • 제35권10호
    • /
    • pp.1545-1555
    • /
    • 2022
  • Objective: Our study aimed to investigate the effects of a 2% increase in dietary total digestible nutrients (TDN) value during the growing (7 to 12 mo of age) and fattening (13 to 30 mo of age) period of Hanwoo steers. Methods: Two hundred and twenty Hanwoo steers were assigned to one of two treatments: i) a control group (basal TDN, BTDN, n = 111 steers, growing = 70.5%, early fattening = 71.0%, late fattening = 74.0%) or high TDN (HTDN, n = 109 steers, growing = 72.6%, early = 73.1%, late = 76.2%). Growth performance, carcass traits, blood parameters, and gene expression of longissimus dorsi (LD) (7, 18, and 30 mo) were quantified. Results: Steers on the BTDN diets had increased (p≤0.02) DMI throughout the feeding trial compared to HTDN, but gain did not differ appreciably. A greater proportion of cattle in HTDN received Korean quality grade 1 (82%) or greater compared to BTDN (77%), while HTDN had a greater yield grade (29%) than BTDN (20%). Redness (a*) of LD muscle was improved (p = 0.021) in steers fed HTDN. Feeding the HTDN diet did not alter blood parameters. Steers fed HTDN diet increased (p = 0.015) the proportion of stearic acid and tended to alter linoleic acid. Overall, saturated, unsaturated, monounsaturated, and polyunsaturated fatty acids of LD muscle were not impacted by the HTDN treatment. A treatment by age interaction was noted for mRNA expression of myosin heavy chain (MHC) IIA, IIX, and stearoyl CoA desaturase (SCD) (p≤0.026). No treatment effect was detected on gene expression from LD muscle biopsies at 7, 18, and 30 mo of age; however, an age effect was detected for all variables measured (p≤0.001). Conclusion: Our results indicated that feeding HTDN diet could improve overall quality grade while minimum effects were noted in gene expression, blood parameters, and growing performance. Cattle performance prediction in the feedlot is a critical decision-making tool for optimal planning of cattle fattening and these data provide both benchmark physiological parameters and growth performance measures for Hanwoo cattle feeding enterprises.

MiR-188-5p regulates the proliferation and differentiation of goat skeletal muscle satellite cells by targeting calcium/calmodulin dependent protein kinase II beta

  • Jing Jing;Sihuan Zhang;Jinbo Wei;Yuhang Yang;Qi Zheng;Cuiyun Zhu;Shuang Li;Hongguo Cao;Fugui Fang;Yong Liu;Ying-hui Ling
    • Animal Bioscience
    • /
    • 제36권12호
    • /
    • pp.1775-1784
    • /
    • 2023
  • Objective: The aim of this study was to reveal the role and regulatory mechanism of miR-188-5p in the proliferation and differentiation of goat muscle satellite cells. Methods: Goat skeletal muscle satellite cells isolated in the pre-laboratory were used as the test material. First, the expression of miR-188-5p in goat muscle tissues at different developmental stages was detected by quantitative reverse transcription polymerase chain reaction (qRT-PCR). In addition, miR-188-5p was transfected into goat skeletal muscle satellite cells by constructing mimics and inhibitors of miR-188-5p, respectively. The changes of differentiation marker gene expression were detected by qPCR method. Results: It was highly expressed in adult goat latissimus dorsi and leg muscles, goat fetal skeletal muscle, and at the differentiation stage of muscle satellite cells. Overexpression and interference of miR-188-5p showed that miR-188-5p inhibited the proliferation and promoted the differentiation of goat muscle satellite cells. Target gene prediction and dual luciferase assays showed that miR-188-5p could target the 3'untranslated region of the calcium/calmodulin dependent protein kinase II beta (CAMK2B) gene and inhibit luciferase activity. Further functional studies revealed that CAMK2B promoted the proliferation and inhibited the differentiation of goat muscle satellite cells, whereas si-CAMK2B restored the function of miR-188-5p inhibitor. Conclusion: These results suggest that miR-188-5p inhibits the proliferation and promotes the differentiation of goat muscle satellite cells by targeting CAMK2B. This study will provide a theoretical reference for future studies on the molecular mechanisms of skeletal muscle development in goats.