estrone

Estrone
  • 文章类型: Journal Article
    秀丽隐杆线虫中肿瘤抑制因子PTEN同源物daf-18的丢失(C.线虫)在L1停滞期间触发滞育细胞分裂。虽然先前的研究已经深入研究了既定的途径,我们的调查采取了创新的路线。通过秀丽隐杆线虫的正向遗传筛查,我们确定了一个新玩家,F12E12.11,受daf-18调节,影响细胞增殖,与PTEN典型磷酸酶活性无关。F12E12.11是人雌二醇17-β-脱氢酶8(HSD17B8)的直系同源物,它通过其NAD依赖性17-β-羟基类固醇脱氢酶活性将雌二醇转化为雌酮。我们发现PTEN与HSD17B8进行物理相互作用,引入了独特的抑制机制。雌酮水平的降低和雌二醇的积累可以通过MAPK/ERK将肿瘤细胞阻滞在细胞周期的G2/M期。我们的研究阐明了一种非常规的蛋白质相互作用,提供有关PTEN如何通过复杂的分子相互作用抑制细胞分裂来调节肿瘤抑制的见解。
    Loss of the tumor suppressor PTEN homolog daf-18 in Caenorhabditis elegans (C. elegans) triggers diapause cell division during L1 arrest. While prior studies have delved into established pathways, our investigation takes an innovative route. Through forward genetic screening in C. elegans, we pinpoint a new player, F12E12.11, regulated by daf-18, impacting cell proliferation independently of PTEN\'s typical phosphatase activity. F12E12.11 is an ortholog of human estradiol 17-beta-dehydrogenase 8 (HSD17B8), which converts estradiol to estrone through its NAD-dependent 17-beta-hydroxysteroid dehydrogenase activity. We found that PTEN engages in a physical interplay with HSD17B8, introducing a distinctive suppression mechanism. The reduction in estrone levels and accumulation of estradiol may arrest tumor cells in the G2/M phase of the cell cycle through MAPK/ERK. Our study illuminates an unconventional protein interplay, providing insights into how PTEN modulates tumor suppression by restraining cell division through intricate molecular interactions.
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  • 文章类型: Journal Article
    孕酮(PROG)和雌酮(E1)是奶牛典型的生殖激素。评估体内这些激素的水平可以帮助发情识别。在目前的工作中,初步探讨了利用太赫兹时域光谱技术(THz-TDS)和超材料技术对PROG和E1进行定性和定量检测的可行性。首先,时域光谱,频域频谱,收集并分析了PROG和E1样品的吸收系数。使用密度泛函理论(DFT)进行振动分析。随后,利用CSTStudioSuite(CST)软件中的频域求解算法,设计并仿真了一种双环(DR)超材料结构。这旨在确保DR的双共振峰与PROG和E1的吸收峰相似。最后,对DR对不同浓度PROG/E1的响应进行了分析和定量建模。结果表明,可以通过比较各种浓度下PROG和E1样品中相应的DR共振峰变化来进行定性分析。PROG定量模型的最佳R2为0.9872,而E1为0.9828。这表明太赫兹光谱-超材料技术用于奶牛典型生殖激素PROG和E1的定性定量检测是可行的,值得深入探索。本研究为奶牛发情鉴定提供了参考。
    Progesterone (PROG) and estrone (E1) are typical reproductive hormones in dairy cows. Assessing the levels of these hormones in vivo can aid in estrus identification. In the present work, the feasibility of the qualitative and quantitative detection of PROG and E1 using terahertz time-domain spectroscopy (THz-TDS) and metamaterial technology was preliminarily investigated. First, the time domain spectra, frequency domain spectra, and absorption coefficients of PROG and E1 samples were collected and analyzed. A vibration analysis was conducted using density functional theory (DFT). Subsequently, a double-ring (DR) metamaterial structure was designed and simulated using the frequency domain solution algorithm in CST Studio Suite (CST) software. This aimed to ensure that the double resonance peaks of DR were similar to the absorption peaks of PROG and E1. Finally, the response of DR to different concentrations of PROG/E1 was analyzed and quantitatively modeled. The results show that a qualitative analysis can be conducted by comparing the corresponding DR resonance peak changes in PROG and E1 samples at various concentrations. The best R2 for the PROG quantitative model was 0.9872, while for E1, it was 0.9828. This indicates that terahertz spectral-metamaterial technology for the qualitative and quantitative detection of the typical reproductive hormones PROG and E1 in dairy cows is feasible and worthy of in-depth exploration. This study provides a reference for the identification of dairy cow estrus.
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  • 文章类型: Journal Article
    天然产物的定向结构修饰为开发选择性作用的候选药物提供了极好的机会。天然产物杂种代表特定的化合物组。由不同分子实体构建的杂化物的组分可导致协同作用,且副作用减少。类固醇同源或异二聚体由于其潜在的高抗癌作用而值得特别关注。受我们最近描述的抗增殖核心修饰的雌酮衍生物的启发,在这里,我们通过Cu(I)催化的叠氮化物-炔环加成反应将它们组合成异二聚体。将两种反式-16-叠氮基-3-(O-苄基)-17-羟基-13α-雌酮衍生物与3-O-炔丙基-D-塞科雌酮醇或肟反应。针对一组人贴壁妇科癌细胞系(宫颈:Hela,SiHa,C33A;乳腺:MCF-7,T47D,MDA-MB-231,MDA-MB-361;卵巢:A2780)。一个异二聚体(12)对亚微摩尔或低微摩尔范围内的所有研究细胞系均具有实质性的抗增殖活性。通过荧光双重染色和流式细胞术对三种宫颈细胞系观察到明显的促凋亡作用。此外,检测到G2/M期的细胞周期阻滞,这可能是二聚体对微管蛋白聚合的影响的结果。对微管蛋白的紫杉烷结合位点的计算计算揭示了两种类固醇结构单元的潜在结合,主要与疏水相互作用和水桥。
    Directed structural modifications of natural products offer excellent opportunities to develop selectively acting drug candidates. Natural product hybrids represent a particular compound group. The components of hybrids constructed from different molecular entities may result in synergic action with diminished side effects. Steroidal homo- or heterodimers deserve special attention owing to their potentially high anticancer effect. Inspired by our recently described antiproliferative core-modified estrone derivatives, here, we combined them into heterodimers via Cu(I)-catalyzed azide-alkyne cycloaddition reactions. The two trans-16-azido-3-(O-benzyl)-17-hydroxy-13α-estrone derivatives were reacted with 3-O-propargyl-D-secoestrone alcohol or oxime. The antiproliferative activities of the four newly synthesized dimers were evaluated against a panel of human adherent gynecological cancer cell lines (cervical: Hela, SiHa, C33A; breast: MCF-7, T47D, MDA-MB-231, MDA-MB-361; ovarian: A2780). One heterodimer (12) exerted substantial antiproliferative activity against all investigated cell lines in the submicromolar or low micromolar range. A pronounced proapoptotic effect was observed by fluorescent double staining and flow cytometry on three cervical cell lines. Additionally, cell cycle blockade in the G2/M phase was detected, which might be a consequence of the effect of the dimer on tubulin polymerization. Computational calculations on the taxoid binding site of tubulin revealed potential binding of both steroidal building blocks, mainly with hydrophobic interactions and water bridges.
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  • 文章类型: Journal Article
    由于大量的人为使用,淡水系统面临的压力越来越大,这在纳米比亚中北部及其集水区是一个巨大的挑战,库内内河和卡万戈河,还有Cuvelai-Etosha盆地,为100多万人提供水。到目前为止,关于生态状况没有全面的知识,关于水质的知识很少。因此,了解生态系统的状况和污染物的生态影响对于确保这些资源的安全使用至关重要。对三个系统的地表水进行了采样,在三个营养水平上应用了三种生物测定:藻类,水蚤,和斑马鱼胚胎。此外,进行体外测定以分析诱变性(Ames波动),二恶英样潜力(微EROD),和雌激素性(是)通过机制特异性效应。结果表明,对鱼类胚胎和水蚤的急性毒性主要在三个集水区的所有地点检测到。这些系统彼此明显不同,Iishana系统中的站点显示出最高的急性毒性。在细胞层面,只有微弱的影响被确定,尽管这些在Iishana系统中比在两个常年系统中更强。藻类生长没有受到抑制,并且在任何样品中都没有检测到细胞毒性作用。在Iishana系统的三个位置检测到诱变作用和雌激素潜力。这些发现对水资源管理至关重要,因为这种影响可能会对水生生态系统及其内部生物的健康产生不利影响。
    The increasing pressure on freshwater systems due to intensive anthropogenic use is a big challenge in central-northern Namibia and its catchment areas, the Kunene and the Kavango Rivers, and the Cuvelai-Etosha Basin, that provide water for more than 1 million people. So far, there is no comprehensive knowledge about the ecological status and only few knowledge about the water quality. Therefore, it is crucial to learn about the state of the ecosystem and the ecological effects of pollutants to ensure the safe use of these resources. The surface waters of the three systems were sampled, and three bioassays were applied on three trophic levels: algae, daphnia, and zebrafish embryos. Additionally, in vitro assays were performed to analyze mutagenicity (Ames fluctuation), dioxin-like potential (micro-EROD), and estrogenicity (YES) by mechanism-specific effects. The results show that acute toxicity to fish embryos and daphnia has mainly been detected at all sites in the three catchment areas. The systems differ significantly from each other, with the sites in the Iishana system showing the highest acute toxicity. At the cellular level, only weak effects were identified, although these were stronger in the Iishana system than in the two perennial systems. Algae growth was not inhibited, and no cytotoxic effects could be detected in any of the samples. Mutagenic effects and an estrogenic potential were detected at three sites in the Iishana system. These findings are critical in water resource management as the effects can adversely impact the health of aquatic ecosystems and the organisms within them.
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  • 文章类型: Journal Article
    肝肠循环和肠道微生物群之间的相互作用是决定雌激素及其代谢物全身水平的主要驱动因素。然而,到目前为止,尚未研究潜在的益生菌微生物在雌激素代谢中的作用。在这项工作中,我们已经探索了从人乳和阴道样品中分离出的6种唾液利拉杆菌菌株在体外和有氧条件下降解和/或缀合亲本雌激素的能力。通过LC-QQQ-MS在无细胞上清液中进行雌激素及其衍生物的定量。所有测试的唾液乳杆菌菌株对雌酮和雌三醇的平均降解率为98%和55%,分别,而17β-雌二醇优先缀合(高达40%)。通过PCR进一步证实了十个基因中的七个编码与雌激素代谢有关的酶的存在,突出它们退化的遗传潜力,共轭和/或去共轭雌激素。所测试的唾液乳杆菌菌株可以被认为是影响内源性雌激素命运的潜在益生菌。需要针对雌激素依赖性疾病人群的临床试验,以阐明这些菌株恢复和维持健康宿主雌激素的真正潜力。
    The interplay between enterohepatic circulation and the gut microbiota is the main driver determining systemic levels of estrogens and their metabolites. Nevertheless, the role of potentially probiotic microorganisms in estrogen metabolism has not been investigated so far. In this work, we have explored the ability of six Ligilactobacillus salivarius strains isolated from human milk and vaginal samples to degrade and/or conjugate parental estrogens in vitro and under aerobic conditions. The quantification of estrogens and their derivatives was carried out in cell-free supernatants by LC-QQQ-MS. All the tested L. salivarius strains achieved an average degradation rate of estrone and estriol of 98% and 55%, respectively, whereas 17β-estradiol was preferentially conjugated (up to 40%). The presence of seven out of ten genes encoding enzymes relevant for estrogen metabolism was further confirmed by PCR, highlighting their genetic potential for degrading, conjugating and/or deconjugating estrogens. The tested L. salivarius strains may be considered potential probiotics affecting the fate of endogenous estrogens. Clinical trials targeting populations with estrogen-dependent conditions will be required to elucidate the true potential of these strains for the restoration and maintenance of a healthy host estrobolome.
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  • 文章类型: Journal Article
    Estrone(E1),作为内源性雌激素,人体具有多种生理功能,对人体健康具有重要意义。另一方面,它是一种广泛分布和高度令人不安的环境内分泌干扰物。因此,迫切需要发展一种敏感的,快速,和便宜的方法,用于现场确定E1,这不仅是临床诊断和治疗,还用于环境水中内源性雌激素污染的调查和监测。在这项研究中,通过表面静电吸附和离子交换制备了Ru(bpy)32+/MWCNTs/Nafion/金电极。通过溶胶-凝胶法制备了具有识别E1分子能力的分子印迹膜(MIP),并用MIP修饰电极以形成电化学发光传感器(MIP-ECL)。该方法同时具有ECL的高灵敏度优势和MIP的高选择性优势。此外,羧化多壁碳纳米管(MWCNT-COOH)的加入改善了金电极表面的功能化并增加了MIP的结合位点。同时,MWCNTs良好的导电性促进了电子转移,进一步提高了传感器的灵敏度。传感器显示了一个宽的线性区间,其中E1浓度范围从0.1μg/L到200μg/L,具有较高的线性相关系数(R2=0.999)。传感器的线性回归方程为Y=243.64x-79.989,检出限(LOD)为0.0047μg/L。为了验证我们的传感器,实际样品也通过参考方法(LC-MS/MS)测量,两种方法定量结果的相对偏差均小于4.1%。这表明该传感器获得的定量结果准确,可用于临床样品和环境水中E1的快速原位测定。
    Estrone (E1), as an endogenous estrogen, has a variety of physiological functions in human body and is of great significance to human health. On the other hand, it is a widely distributed and highly disturbing environmental endocrine disruptor in water. Therefore, there is an urgent need to develop a sensitive, rapid, and inexpensive method for the on-site determination of E1, which is not only for clinical diagnosis and treatment, but also for the investigation and monitoring of endogenous estrogen pollution in environmental water. In this study, Ru(bpy)3 2+/MWCNTs/Nafion/gold electrodes were prepared by surface electrostatic adsorption and ion exchange. A molecularly imprinted membrane (MIP) with the capability to recognize E1 molecules was prepared by sol-gel method, and the electrodes were modified with MIP to form an electrochemical luminescence sensor (MIP-ECL). This method simultaneously possesses ECL\'s advantage of high sensitivity and MIP\'s advantage of high selectivity. Moreover, the addition of carboxylated multi-walled carbon nanotubes (MWCNT-COOH) improved the functionalization of the gold electrode surface and increased the binding sites of MIP. Meanwhile, the good conductivity of MWCNTs promoted electron transfer and further improved the sensitivity of the sensor. The sensor showed a wide linear interval in which the E1 concentrations can range from 0.1 μg/L to 200 μg/L, along with a high linear correlation coefficient (R 2 = 0.999). The linear regression equation of the sensor was Y = 243.64x-79.989, and the detection limit (LOD) was 0.0047 μg/L. To validate our sensor, actual samples were also measured by the reference method (LC-MS/MS), and it was found that the relative deviation of quantitative results of the two different methods was less than 4.1%. This indicates that the quantitative results obtained by this sensor are accurate and can be used for rapid in situ determination of E1 in clinical samples and environmental water.
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  • 文章类型: Journal Article
    苦参是一种在日本广泛分布的药用植物,已被用于治疗各种疾病和症状。探讨其药理用途,我们检查了四种异戊烯化类黄酮的雌激素活性,即kurarinone,KushenolsA和我,和苦参酮G,其特征在于环A的8位的lavandulyl基团,但在3位(环C)的羟基上有变化,5(环A)和4'(环B)。这些异戊烯化的类黄酮通过细胞增殖试验使用磺基罗丹明B,西方印迹,和RT-PCR,对应于单元格,蛋白质,和转录测定,分别,基于雌激素作用机制。此处使用的所有测定法都发现所检查的异戊烯化类黄酮的雌激素活性弱但明显。此外,这些活动被雌激素受体拮抗剂抑制,这表明这些活动可能是由雌激素受体介导的。然而,活动有差异,归因于4'位的羟基,这是不存在于kushenolA.虽然以前已经报道过kurarinone和sophoraflavanoneG的雌激素活性,据我们所知,没有关于KushenolsA和I的此类报告。因此,这项研究代表了它们的雌激素活性的首次报道。
    Sophora flavescens is a medicinal herb distributed widely in Japan and it has been used to treat various diseases and symptoms. To explore its pharmacological use, we examined the estrogenic activity of four prenylated flavonoids, namely kurarinone, kushenols A and I, and sophoraflavanone G, which are characterized by the lavandulyl group at position 8 of ring A, but have variations in the hydroxyl group at positions 3 (ring C), 5 (ring A) and 4\' (ring B). These prenylated flavonoids were examined via cell proliferation assays using sulforhodamine B, Western blotting, and RT-PCR, corresponding to cell, protein, and transcription assays, respectively, based on estrogen action mechanisms. All the assays employed here found weak but clear estrogenic activities for the prenylated flavonoids examined. Furthermore, the activities were inhibited by an estrogen receptor antagonist, suggesting that the activities were likely being mediated by the estrogen receptors. However, there were differences in the activity, attributable to the hydroxyl group at position 4\', which is absent in kushenol A. While the estrogenic activity of kurarinone and sophoraflavanone G has been reported before, to the best of our knowledge, there are no such reports on kushenols A and I. Therefore, this study represents the first report of their estrogenic activity.
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  • 文章类型: Journal Article
    背景:雌雄同体,主要由脂肪制成,是女性绝经后产生雌二醇的主要循环雌激素和重要靶组织。本研究是为了确定血液雌酮的遗传调节,精密测量,在绝经后妇女中,探索已确定的遗传位点与子宫内膜癌之间的关联,独立队列。
    方法:对年龄在70岁以上的女性进行了全基因组关联研究(GWAS),以确定通过液相色谱和串联质谱测量的血液雌酮浓度与遗传关联。GWAS包括来自老年女性性激素(SHOW)研究的参与者,纵向ASPREE(ASPirin减少老年人事件)随机试验的子研究。在注册时提供生物样本的6358名妇女中,4951名欧洲血统的无关女性,不服用性激素,抗雌激素,抗雄激素或全身性糖皮质激素纳入GWAS.然后在一个独立的队列(英国生物银行)中测试了来自低于全基因组显著性阈值的基因座的单核苷酸多态性(SNP)与子宫内膜癌风险的关联。使用逻辑回归和调整年龄,体重指数(BMI)和前10个遗传主成分。
    结果:纳入GWAS的4951名女性的中位年龄为75.9岁(范围70-94.8岁)。GWAS鉴定了与雌酮浓度相关的四个独立SNP(p<5×10-8)。其中,效应(次要)等位基因rs34670419-T,rs2846729-T和rs2414098-T与较低的雌酮浓度相关。携带这些效应等位基因与较低的雌酮浓度呈剂量依赖性。效应等位基因rs56400819-A与更高的雌酮浓度相关。当应用于英国生物银行时,与编码雌激素合成所需芳香化酶的CYP19A1基因相关的rs2414098-T的携带者状态与较低的子宫内膜癌风险显著相关(调整后的奇数比[aOR]0.87[95%CI0.82-0.93];所有年龄段的女性p=6.69×10-5,aOR为0.89[95%CI0.83-0.96];绝经后女性p=0.003).没有包括年龄的模型,体重指数(BMI),十大遗传主成分,产次和糖尿病解释了超过7.6%的风险变化。
    结论:我们已经显示了绝经后女性雌酮浓度的遗传调控,与雌酮相关的SNP也与子宫内膜癌风险相关,独立于BMI,胎次和糖尿病。尽管明显的贡献是微不足道的,通过子宫内膜组织中转化为雌二醇,雌酮浓度的生物学影响可能更大。
    背景:ASPREE试验得到了国家老龄化研究所和美国国立卫生研究院国家癌症研究所(GrantU01AG029824);澳大利亚国家健康与医学研究委员会(NHMRC)(Grant34047,1127060);莫纳什大学(澳大利亚)和维多利亚癌症局(澳大利亚)的支持。ASPREE健康老龄化生物银行由CSIRO(旗舰赠款)资助,国家癌症研究所(GrantU01AG029824)和莫纳什大学。这项性激素分析是由澳大利亚NHMRC项目赠款资助的(编号1105305).SRD持有NHMRC调查员补助金(2016627)。PL由国家心脏基金会未来领袖奖学金(102604)支持。
    BACKGROUND: Oestrone, predominantly made in fat, is the main circulating oestrogen and important for target tissue oestradiol production in women after menopause. The present study was undertaken to determine the genetic regulation of blood oestrone, measured with precision, in postmenopausal women and to explore associations between the identified genetic loci and endometrial cancer in a large, independent cohort.
    METHODS: A genome-wide association study (GWAS) was undertaken in women aged at least 70 years to identify genetic associations with blood oestrone concentrations measured by liquid chromatography and tandem mass spectrometry. The GWAS included participants from the Sex Hormones in Older Women (SHOW) study, a sub-study of the longitudinal ASPREE (ASPirin in Reducing Events in the Elderly) randomised trial. Of the 6358 women providing a biobank sample at enrolment, 4951 unrelated women of European ancestry, not taking sex hormones, anti-oestrogens, anti-androgens or systemic glucocorticoids were included in the GWAS. Single nucleotide polymorphisms (SNPs) from loci identified below the genome-wide significance threshold were then tested in an independent cohort (the UK Biobank) for association with endometrial cancer risk, using logistic regression and adjusting for age, body mass index (BMI) and the top 10 genetic principal components.
    RESULTS: The median age of the 4951 women included in the GWAS was 75.9 years (range 70-94.8 years). The GWAS identified four independent SNPs associated with oestrone concentrations (p < 5 × 10-8). Among them, the effect (minor) alleles rs34670419-T, rs2846729-T and rs2414098-T were associated with lower oestrone concentrations. Carrying these effect alleles was associated with lower oestrone concentrations in a dose-dependent manner. The effect allele rs56400819-A was associated with higher oestrone concentrations. When applied to UK Biobank, carrier status for rs2414098-T associated with the CYP19A1 gene which encodes the aromatase enzyme required for oestrogen synthesis was significantly associated with lower endometrial cancer risk (adjusted odd ratio [aOR] 0.87 [95% CI 0.82-0.93]; p = 6.69 × 10-5 for women across all ages and aOR 0.89 [95% CI 0.83-0.96]; p = 0.003 for postmenopausal women). None of the models that included age, body mass index (BMI), the top 10 genetic principal components, parity and diabetes mellitus explained more than 7.6% of the variation in risk.
    CONCLUSIONS: We have shown genetic regulation of oestrone concentrations in postmenopausal women, and that SNPs associated with oestrone were also associated with endometrial cancer risk, independent of BMI, parity and diabetes mellitus. Although the apparent contribution was modest, the biological influence of oestrone concentrations may be greater through conversion to oestradiol in endometrial tissue.
    BACKGROUND: The ASPREE trial was supported by the National Institute on Aging and the National Cancer Institute at the National Institutes of Health (Grant U01AG029824); the National Health and Medical Research Council (NHMRC) of Australia (Grant 34047, 1127060); Monash University (Australia); and the Victorian Cancer Agency (Australia). The ASPREE Healthy Ageing Biobank was funded by the CSIRO (Flagship Grant), the National Cancer Institute (Grant U01 AG029824) and Monash University. This analysis of sex hormones was funded by an NHMRC of Australia Project Grant (No. 1105305). SRD holds an NHMRC Investigator Grant (2016627). PL is supported by a National Heart Foundation Future Leader Fellowship (102604).
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  • 文章类型: Journal Article
    内分泌干扰化学物质(EDC)对人类福祉和生态系统构成重大威胁。然而,在管理成千上万个未表征的化学实体时,使用相关生物学终点对EDCs进行高通量筛选仍然具有挑战性.三维(3D)培养技术可以在更现实的生化微环境中开发更多生理相关的系统。高含量和定量成像技术能够定量与细胞形态相关的终点,细胞-细胞相互作用,和微组织组织。在本研究中,将MCF-7乳腺癌细胞形成的3D微组织暴露于模型EDC雌二醇(E2)和丙基吡唑三醇(PPT)。建立了3D成像和图像分析管道,以从暴露于雌激素的微组织中提取定量图像特征。此外,利用雌激素相关差异成像特征建立了机器学习分类模型.根据E2和PPT组之间找到的140个常见差分图像特征,分类模型预测E2和PPT暴露,AUC-ROC分别为0.9528和0.9513。开发了深度学习辅助分析软件来表征微组织腺腔形成。全自动工具可以准确地表征所识别的腔的数量和每个微组织的总腔体积。总的来说,当前的研究通过结合非监督图像特征分析和监督腔体积表征建立了一种集成方法,这反映了功能性ER信号的复杂性,并强调了一个有前途的雌激素EDC风险评估概念框架。
    Endocrine-disrupting chemicals (EDCs) pose a significant threat to human well-being and the ecosystem. However, in managing the many thousands of uncharacterized chemical entities, the high-throughput screening of EDCs using relevant biological endpoints remains challenging. Three-dimensional (3D) culture technology enables the development of more physiologically relevant systems in more realistic biochemical microenvironments. The high-content and quantitative imaging techniques enable quantifying endpoints associated with cell morphology, cell-cell interaction, and microtissue organization. In the present study, 3D microtissues formed by MCF-7 breast cancer cells were exposed to the model EDCs estradiol (E2) and propyl pyrazole triol (PPT). A 3D imaging and image analysis pipeline was established to extract quantitative image features from estrogen-exposed microtissues. Moreover, a machine-learning classification model was built using estrogenic-associated differential imaging features. Based on 140 common differential image features found between the E2 and PPT group, the classification model predicted E2 and PPT exposure with AUC-ROC at 0.9528 and 0.9513, respectively. Deep learning-assisted analysis software was developed to characterize microtissue gland lumen formation. The fully automated tool can accurately characterize the number of identified lumens and the total luminal volume of each microtissue. Overall, the current study established an integrated approach by combining non-supervised image feature profiling and supervised luminal volume characterization, which reflected the complexity of functional ER signaling and highlighted a promising conceptual framework for estrogenic EDC risk assessment.
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  • 文章类型: Editorial
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