SLCO1B3

SLCO1B3
  • 文章类型: Journal Article
    目的:在评估肝功能时,必须区分结构性吲哚菁绿(ICG)排泄缺陷。最近有报道称,由于SLCO1B3基因的同源改变而导致的OATP1B3表达缺失可诱导ICG排泄缺陷;然而,其与临床检查的相关性以及异质性SLCO1B3基因改变的临床意义尚不清楚.
    方法:在评估15分钟ICG保留率(ICGR15)和tech-99m-半乳糖基血清白蛋白(99mTc-GSA)肝闪烁显像后,在49例接受肝切除术的患者中评估了OATP1B3的表达。此外,在无OATP1B3表达的患者中分析了SLCO1B3的改变.随后,对59例接受肝切除术治疗的结直肠癌肝转移(CRLM)患者进行分析。
    结果:在49例患者中,6(12%)的OATP1B3表达缺失。他们的ICGR15值明显更高(74.7%vs.23.5%;p<0.0001),更好的修饰白蛋白-胆红素(ALBI)等级(≤2A级,100%vs.42%;p=0.010),更正常的99mTc-GSA肝闪烁显像(100%vs.28%;p=0.0003),和更好的病理性肝纤维化(F0-1,100%vs.49%;p=0.027)与具有OATP1B3表达的那些相比。三个可用的无OATP1B3表达的病例冷冻块显示SLCO1B3纯合改变。在59例正常肝脏背景的CRLM患者中,5例(8.5%)在SLCO1B3中有杂合插入,但与其他患者相比,他们的ICGR15值或其他临床表现没有差异.
    结论:结构性ICG排泄缺陷可能由OATP1B3表达的完全缺失定义。改良的ALBI等级和99mTc-GSA肝闪烁显像可用于检测结构性ICG排泄缺陷。
    OBJECTIVE: Constitutional indocyanine green (ICG) excretory defects must be distinguished when assessing liver function. The absence of OATP1B3 expression due to homogenous alterations in the SLCO1B3 gene has been recently reported to induce ICG excretory defects; however, its association with the clinical examinations and the clinical implications of heterogeneous SLCO1B3 gene alteration remain unclear.
    METHODS: OATP1B3 expression was evaluated in 49 patients who underwent hepatectomy after evaluation of the ICG retention rate at 15 min (ICGR15) and technetium-99 m-galactosyl serum albumin (99mTc-GSA) hepatic scintigraphy. Additionally, alterations in SLCO1B3 were analyzed in patients without OATP1B3 expression. Subsequently, 59 patients who underwent hepatectomy for colorectal liver metastasis (CRLM) were analyzed.
    RESULTS: Of 49 patients, 6 (12%) had absent OATP1B3 expression. They had significantly higher ICGR15 value (74.7% vs. 23.5%; p < 0.0001), better modified albumin-bilirubin (ALBI) grade (≤grade 2A, 100% vs. 42%; p = 0.010), more normal 99mTc-GSA hepatic scintigraphy (100% vs. 28%; p = 0.0003), and better pathological liver fibrosis (F0-1, 100% vs. 49%; p = 0.027) compared to those with OATP1B3 expression. Three available frozen blocks of cases without OATP1B3 expression showed homozygous alterations in SLCO1B3. Of 59 patients with CRLM in normal liver background, five (8.5%) had heterozygous insertion in SLCO1B3, however they had no difference in ICGR15 values or other clinical findings compared to the other patients.
    CONCLUSIONS: Constitutional ICG excretory defects may be defined by the complete absence of OATP1B3 expression. The modified ALBI grade and 99mTc-GSA hepatic scintigraphy were useful for detecting constitutional ICG excretory defects.
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  • 文章类型: Journal Article
    有机阴离子药物跨细胞膜的运动部分受与肠道中SLC和ABC转运蛋白相互作用的控制。肝脏,肾,血脑屏障,胎盘,乳房,和其他组织。涉及的主要转运蛋白包括有机阴离子转运蛋白(OATs,SLC22系列),有机阴离子转运多肽(OATPs,SLCO系列),和多药耐药蛋白(MRPs,ABCC家族)。然而,与OATs相互作用所必需的药物的分子特性集(OAT1,OAT3)与OATPs(OATP1B1,OATP1B3)与MRP(MRP2,MRP4)尚未得到很好的理解。定义这些分子特性对于更好地理解药物和代谢物在肠-肝-肾轴上的处理是必要的。肠-脑轴,和其他多器官轴。它还可用于小分子药物的组织靶向和预测药物-药物相互作用和药物-代谢物相互作用。这里,我们整理了一个显示在体外与这些转运蛋白相互作用的药物数据库,并使用化学信息学方法描述了它们的分子特性。然后,我们试图定义区分与OAT相互作用的药物的分子特性集,OATPs,和使用机器学习和人工智能方法的二元分类中的MRP。我们确定了关键分子特性的集合(例如,可旋转债券计数,亲脂性,环状结构的数量)用于分类OAT与MRP和OAT与OATPs。然而,区分OATP与OATP的分子特性集MRP底物不太明显,因为与MRP2和MRP4相互作用的药物由于与两种转运蛋白相互作用的不同疏水性和分子复杂性而不形成紧密基团。如果内源性代谢物的结果也成立,他们可能会加深我们对管风琴相声的了解,如遥感和信号理论所述。该结果还为理解有机小分子如何与OAT进行差异相互作用提供了分子基础。OATPs,和MRP。
    The movement of organic anionic drugs across cell membranes is partly governed by interactions with SLC and ABC transporters in the intestine, liver, kidney, blood-brain barrier, placenta, breast, and other tissues. Major transporters involved include organic anion transporters (OATs, SLC22 family), organic anion transporting polypeptides (OATPs, SLCO family), and multidrug resistance proteins (MRPs, ABCC family). However, the sets of molecular properties of drugs that are necessary for interactions with OATs (OAT1, OAT3) vs. OATPs (OATP1B1, OATP1B3) vs. MRPs (MRP2, MRP4) are not well-understood. Defining these molecular properties is necessary for a better understanding of drug and metabolite handling across the gut-liver-kidney axis, gut-brain axis, and other multi-organ axes. It is also useful for tissue targeting of small molecule drugs and predicting drug-drug interactions and drug-metabolite interactions. Here, we curated a database of drugs shown to interact with these transporters in vitro and used chemoinformatic approaches to describe their molecular properties. We then sought to define sets of molecular properties that distinguish drugs interacting with OATs, OATPs, and MRPs in binary classifications using machine learning and artificial intelligence approaches. We identified sets of key molecular properties (e.g., rotatable bond count, lipophilicity, number of ringed structures) for classifying OATs vs. MRPs and OATs vs. OATPs. However, sets of molecular properties differentiating OATP vs. MRP substrates were less evident, as drugs interacting with MRP2 and MRP4 do not form a tight group owing to differing hydrophobicity and molecular complexity for interactions with the two transporters. If the results also hold for endogenous metabolites, they may deepen our knowledge of organ crosstalk, as described in the Remote Sensing and Signaling Theory. The results also provide a molecular basis for understanding how small organic molecules differentially interact with OATs, OATPs, and MRPs.
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  • 文章类型: Journal Article
    确定合适的他克莫司初始剂量对于及时达到目标浓度,避免不良反应和不良预后至关重要。然而,试错法仍然是常见的做法。本研究旨在建立肺移植患者他克莫司初始给药算法的预测模型。共纳入210例肺移植受者,对可能影响他克莫司药代动力学的18个基因的26个单核苷酸多态性(SNP)进行了基因分型。分析了SNP与他克莫司浓度/剂量比之间的关联。将在药物基因组分析中仍然显著的SNP与临床因素进一步组合以构建他克莫司初始剂量的预测模型。使用达到稳态他克莫司浓度和达到目标范围所需的剂量来验证模型预测效率。我们的最终模型包括7个预测因子-CYP3A5rs776746,SLCO1B3rs4149117,SLC2A2rs1499821,NFATc4rs1955915,丙氨酸转氨酶,直接胆红素,和血细胞比容-解释了他克莫司浓度/剂量比的41.4%的差异。它实现了0.804(95%置信区间,0.746-0.861)。Hosmer-Lemeshow检验得出的P值不显著为.790,表明模型拟合良好。预测剂量与术后早期观察剂量具有良好的相关性(r=0.748,P小于0.001)。我们的研究为他克莫司初始剂量提供了基因型指导的预测模型,这可能有助于指导临床实践中他克莫司在肺移植人群中的个体化给药。
    The determination of the appropriate initial dose for tacrolimus is crucial in achieving the target concentration promptly and avoiding adverse effects and poor prognosis. However, the trial-and-error approach is still common practice. This study aimed to establish a prediction model for an initial dosing algorithm of tacrolimus in patients receiving a lung transplant. A total of 210 lung transplant recipients were enrolled, and 26 single nucleotide polymorphisms (SNP) from 18 genes that could potentially affect tacrolimus pharmacokinetics were genotyped. Associations between SNPs and tacrolimus concentration/dose ratio were analyzed. SNPs that remained significant in pharmacogenomic analysis were further combined with clinical factors to construct a prediction model for tacrolimus initial dose. The dose needed to reach steady state tacrolimus concentrations and achieve the target range was used to validate model prediction efficiency. Our final model consisted of 7 predictors-CYP3A5 rs776746, SLCO1B3 rs4149117, SLC2A2 rs1499821, NFATc4 rs1955915, alanine aminotransferase, direct bilirubin, and hematocrit-and explained 41.4% variance in the tacrolimus concentration/dose ratio. It achieved an area under the receiver operating characteristic curve of 0.804 (95% confidence interval, 0.746-0.861). The Hosmer-Lemeshow test yielded a nonsignificant P value of .790, suggesting good fit of the model. The predicted dose exhibited good correlation with the observed dose in the early postoperative period (r = 0.748, P less than .001). Our study provided a genotype-guided prediction model for tacrolimus initial dose, which may help to guide individualized dosing of tacrolimus in the lung transplant population in clinical practice.
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  • 文章类型: Journal Article
    背景:严重的新生儿高胆红素血症可导致核黄疸和新生儿死亡。本研究旨在分析胆红素代谢相关基因的单核苷酸多态性与重度高胆红素血症发病的相关性。
    方法:在2019年至2020年期间,共纳入3个机构的144例重度高胆红素血症新生儿和50例无或轻度高胆红素血症新生儿。5个基因的12个多态性(UGT1A1,SLCO1B1,SLCO1B3,BLVRA,和HMOX1)通过基因组DNA的PCR扩增进行分析。使用基于连接酶检测反应的改进的多重连接检测反应技术进行基因分型。
    结果:重度高胆红素血症组UGT1A1-rs4148323中A等位基因和SLCO1B3-rs2417940中C等位基因的频率(30.2%和90.6%,分别)显著高于对照组(30.2%vs.13.0%,90.6%与78.0%,分别,两者p<0.05)。单倍型分析显示UGT1A1的ACG单倍型与高胆红素血症风险增加相关(OR3.122,p=0.001),而GCG单倍型与风险降低相关(OR0.523,p=0.018)。
    结论:rs4148323和rs2417940的A等位基因频率与中国汉族新生儿重度高胆红素血症的发生率高度相关。
    背景:试用注册号:ChiCTR1800020424;注册日期:2018-12-29。
    BACKGROUND: Severe neonatal hyperbilirubinemia could lead to kernicterus and neonatal death. This study aimed to analyze the association between single nucleotide polymorphisms in genes involved in bilirubin metabolism and the incidence of severe hyperbilirubinemia.
    METHODS: A total of 144 neonates with severe hyperbilirubinemia and 50 neonates without or mild hyperbilirubinemia were enrolled in 3 institutions between 2019 and 2020. Twelve polymorphisms of 5 genes (UGT1A1, SLCO1B1, SLCO1B3, BLVRA, and HMOX1) were analyzed by PCR amplification of genomic DNA. Genotyping was performed using an improved multiplex ligation detection reaction technique based on ligase detection reaction.
    RESULTS: The frequencies of the A allele in UGT1A1-rs4148323 and the C allele in SLCO1B3-rs2417940 in the severe hyperbilirubinemia group (30.2% and 90.6%, respectively) were significantly higher than those in the controls (30.2% vs.13.0%, 90.6% vs. 78.0%, respectively, both p < 0.05). Haplotype analysis showed the ACG haplotype of UGT1A1 were associated with an increased hyperbilirubinemia risk (OR 3.122, p = 0.001), whereas the GCG haplotype was related to a reduced risk (OR 0.523, p = 0.018).
    CONCLUSIONS: The frequencies of the A allele in rs4148323 and the C allele in rs2417940 are highly associated with the incidence of severe hyperbilirubinemia in Chinese Han neonates.
    BACKGROUND: Trial registration number:ChiCTR1800020424; Date of registration:2018-12-29.
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  • 文章类型: Journal Article
    细胞外囊泡(EV)为已经接受前列腺切除术的患者提供了肿瘤特异性标志物的微创液体活检来源。我们的实验室先前已经证明了抗去势细胞系(CRPC)中癌症型溶质载体有机阴离子转运蛋白家族1B3(ct-SLCO1B3)和ATP结合盒亚家族成员C(ABCC3)的富集。然而,它们在电动汽车中的表达还有待探索。我们的研究表明,ct-SLCO1B3和ABCC3在CRPC细胞系衍生的EV中高度可检测到。我们还显示ct-SLCO1B3和ABCC3在CRPC异种移植小鼠模型中可检测到,肿瘤内和血浆衍生的电动汽车。我们的研究结果为含EV的ct-SLCO1B3和ABCC3提供了新的证据,前列腺癌进展的基于EV的肿瘤标志物。
    Extracellular vesicles (EVs) provide a minimally invasive liquid biopsy source of tumor-specific markers for patients who have already undergone prostatectomies. Our laboratory has previously demonstrated enrichment of the cancer-type solute carrier organic anion transporter family 1B3 (ct-SLCO1B3) and the ATP Binding Cassette Subfamily Member C (ABCC3) in castration-resistant cell lines (CRPC). However, their expression in EVs has yet to be explored. Our study demonstrated that ct-SLCO1B3 and ABCC3 are highly detectable in CRPC cell line-derived EVs. We also showed that ct-SLCO1B3 and ABCC3 were detectable in a CRPC xenograft mouse model, both intratumorally and in plasma-derived EVs. Our results provide evidence for EV-contained ct-SLCO1B3 and ABCC3 as novel, EV-based tumor markers for prostate cancer progression.
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  • 文章类型: Journal Article
    具有颜色均匀外壳的表蛋在视觉上对消费者具有吸引力。略阳黑骨鸡(LBC)产下五颜六色的鸡蛋,这对于出售食用鸡蛋来说是不可取的,但提供了一个分离的群体,用于映射影响蛋壳颜色的功能变体。SLCO1B3被鉴定为东乡和Araucana鸡蓝蛋的致病基因。这项研究的目的是在SLCO1B3中绘制与鸡蛋壳颜色相关的功能变体。使用L*a*b颜色空间测量LBC的蛋壳颜色(n=383)。使用383个样品的子集(n=30)对SLCO1B3进行重测序。分析了139个SNP之间的连锁不平衡。SLCO1B3中16个SNP和CPOX中8个SNP的关联,通过多基因模型(LMM)和多基因/寡基因混合模型(BSLMM)测试了具有L*a*b的ALAS1和ABCG2基因。从UCSC数据库检索染色质状态注释。使用双荧光素酶报告基因测定分析了分布在作图和上游1.6kb区域中的SLCO1B3变体对启动子活性的影响。一百三十九个变体保持低连锁不平衡,其中80%的r2小于0.226。15个SLCO1B3变体与a*显著相关,其中1B3_SNP108对a*的关联最强,影响最大。在BSLMM中,1B3_SNP108单独出现在马尔可夫链蒙特卡洛中作为100%后验包涵概率的主要变体。CPOX中没有任何变体,ALAS1和ABCG2与颜色指数显着相关,除了2个ALAS1变体与L*相关。1B3_SNP108分布在富集了6个活性增强剂和1个ATAC岛的Intron4中。然而,含有1B3_SNP108的构建体在报告测定中显示可忽略的活性。对于五个5'缺失的启动子构建体,单倍型之间的活性没有显着差异。数据将1B3_SNP108识别为用于蛋壳颜色育种的有价值的标记。由于LBC中的低连锁不平衡,功能变体位于与1B3_SNP108相邻的区域中。我们的发现将SLCO1B3的作用从蓝蛋的致病基因扩展到驱动LBC蛋壳颜色连续变化的主要调节剂。
    Table eggs with color-uniformity shell are visually attractive for consumers. Lueyang black-boned chicken (LBC) lays colorful eggs, which is undesirable for sale of table eggs, but provides a segregating population for mapping functional variants affecting eggshell color. SLCO1B3 was identified as the causative gene for blue eggs in the Dongxiang and Araucana chickens. The aim of this study is to map functional variants associated with chicken eggshell color in the SLCO1B3. Eggshell color of LBC (n = 383) was measured using the L*a*b color space. SLCO1B3 was resequencing using a subset (n = 30) of 383 samples. Linkage disequilibrium among 139 SNP was analyzed. Association of 16 SNP in the SLCO1B3 and 8 in CPOX, ALAS1, and ABCG2 genes with L*a*b were tested by a polygenic model (LMM) and a polygenic/oligogenic mixed model (BSLMM). Chromatin state annotations were retrieved from the UCSC database. Effect of SLCO1B3 variants distributed in mapping and upstream 1.6-kb regions on promoter activities were analyzed using dual-luciferase reporter assay. One hundred and thirty-nine variants maintained low linkage disequilibrium with 80% of r2 less than 0.226. Fifteen SLCO1B3 variants were significantly associated with a*, of which 1B3_SNP108 was showed the strongest association and the largest effect on a*. In the BSLMM, 1B3_SNP108 alone appeared in the Markov chain Monte Carlo as major variants in 100% of posterior inclusion probability. None of variants in CPOX, ALAS1, and ABCG2 were significantly associated with color indexes except that 2 ALAS1 variants were associated with L*. 1B3_SNP108 distributes in the Intron4 where 6 active enhancers and 1 ATAC island were enriched. However, 1B3_SNP108-containing constructs showed negligible activities in the reporter assay. No significant differences of activities between haplotypes were found for five 5\'-deleted promoter constructs. The data recognizes 1B3_SNP108 as a valuable marker for breeding of eggshell color. Functional variants are localized in the region adjacent to the 1B3_SNP108 due to low linkage disequilibrium in the LBC. Our findings extend the role of SLCO1B3 from a causative gene for blue eggs to a major regulator driving continuous variation of LBC eggshell color.
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  • 文章类型: Journal Article
    肝脏是脂质代谢的中枢器官,使其成为鸡生理学的重要组成部分。然而,复杂的脂质吸收调节,合成,分解,肝脏内的运输受各种因素的影响,如环境条件,饮食,和遗传学。最近的研究表明,许多功能基因和转录因子通过不同的分子机制在肝脏代谢中起关键作用。在这项研究中,为了更好地了解功能基因在鸡肝脏脂肪代谢中的作用,我们检测了健康和脂肪鸡肝脏的转录组。我们对RNA-seq数据的生物信息学分析揭示了SLCO1B3在健康肝脏和脂肪肝中的差异表达。在脂肪肝中观察到较低的表达水平。为了进一步研究SLCO1B3在肝脏代谢中的潜在作用,我们进行了体外实验,以降低其在原代肝细胞中的表达。我们的结果表明,SLCO1B3可以抑制脂肪生成,肝细胞凋亡,和炎症。这些发现为了解SLCO1B3作为能够调节鸡肝脂肪代谢的功能基因的分子机制提供了新的见解。并可能有助于解决鸡脂肪肝的问题。
    The liver serves as the central organ for lipid metabolism, making it a crucial component of chicken physiology. However, the intricate regulation of lipid absorption, synthesis, decomposition, and transport within the liver is influenced by various factors, such as environmental conditions, diet, and genetics. Recent research has suggested that numerous functional genes and transcription factors play a pivotal role in liver metabolism via different molecular mechanisms. In this study, we examined the transcriptomes of both healthy and fatty chicken livers to better understand the role of functional genes in chicken liver fat metabolism. Our bioinformatics analysis of RNA-seq data revealed differential expression of SLCO1B3 in healthy liver and fatty liver, with lower ex-pression levels observed in fatty liver. To further investigate the potential role of SLCO1B3 in liver metabolism, we conducted in vitro experiments to knock down its expression in primary hepatocytes. Our results indicated that SLCO1B3 could suppress lipogenesis, hepatocyte apoptosis, and inflammation. These findings provide insight into the molecular mechanism of SLCO1B3 as a functional gene capable of regulating fat metabolism in chicken liver, and may contribute to ad-dressing the issue of fatty liver in chicken.
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  • 文章类型: Journal Article
    鸡蓝绿色着色(BGC)被认为是由SLCO1B3基因中的逆转录病毒(EAV-HP)插入引起的经典孟德尔性状。略阳黑骨鸡(LBC)BGC是轻的,并且不断变化,暗示LBCBGC可能受一种新的分子机制控制。这项研究的目的是提供对LBCBGC的分子基础的见解。使用基于PCR的方法在BGC(n=105)和非BGCLBC(n=474)中检测EAV-HP。研究了壳腺中SLCO1B3的表达与SLCO1B3转录起始位点上游1.6kb区域中的序列变体与蛋壳颜色和胆绿素(BGC的色素)浓度的关联。通过荧光素酶报告基因测定分析1.6kb区域中单倍型的启动子活性。本研究未在BGC和非BGCLBC中发现EAV-HP,但检测到壳腺中SLCO1B3表达水平与胆绿素浓度之间存在强正相关。在1.6kb区域中发现了总共31个SNP。在重新测序的样品中,31个SNP中有22个形成了42种单倍型(n=94)。单倍型4在BGC中的存在频率(52%)高于非BGC(3%)。单倍型13与非BGC显著相关(Non-BGCvs.BGC=26%vs.6%)。根据上述协会,单倍型4在壳腺中SLCO1B3表达水平较高(P<0.05),胆绿素浓度,和启动子活性比单倍型13。这项研究证实,LBCBGC不是由EAV-HP引起的,但仍与SLCO1B3表达式的变化有关。单倍型4在一定程度上解释了LBCBGC的分子基础。新的分子机制支持LBCBGC独立进化。
    Chicken blue-greenish coloration (BGC) was known as a classic Mendel trait caused by a retrovirus (EAV-HP) insertion in the SLCO1B3 gene. Lueyang black-boned chicken (LBC) BGC is light and varies continuously, implying that LBC BGC may be controlled by a new molecular mechanism. The aim of this study was to provide an insight into the molecular basis of LBC BGC. The EAV-HP was detected in the BGC (n = 105) and non-BGC LBC (n = 474) using a PCR-based method. The association of SLCO1B3 expression in shell glands and sequence variants in a 1.6-kb region upstream from the transcription start site of SLCO1B3 with eggshell color and biliverdin (pigment for BGC) concentration was studied. Promoter activities of haplotypes in the 1.6-kb region were analyzed by luciferase reporter assay. This study did not found the EAV-HP in BGC and Non-BGC LBC, but detected a strong positive correlation between levels of SLCO1B3 expression in shell glands and biliverdin concentrations. A total of 31 SNP were found in the 1.6-kb region. Twenty-two of 31 SNP formed 42 types of haplotypes in the re-sequenced samples (n = 94). Haplotype 4 was present in higher frequency in the BGC (52%) than Non-BGC (3%). Haplotype 13 was significantly associated with Non-BGC (Non-BGC vs. BGC = 26% vs. 6%). In line with the above associations, Haplotype 4 showed higher (P < 0.05) levels of SLCO1B3 expression in shell glands, biliverdin concentration, and promoter activity than Haplotype 13. This study confirms that LBC BGC is not caused by the EAV-HP, but remains to be associated with the change of SLCO1B3 expression. Haplotype 4 accounts to some extents for the molecular basis of LBC BGC. The new molecular mechanism supports LBC BGC independently evolved.
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  • 文章类型: Journal Article
    背景:肝细胞癌(HCC)是世界上最常见的死亡率高的癌症之一。HCC筛查和诊断模型正在成为降低死亡率和改善患者总体生存(OS)的有效策略。这里,我们期望基于新基因建立有效的新型诊断模型,并探索肝癌治疗的潜在药物.方法:从基因表达综合(GEO)数据集下载HCC和正常样本(GSE14811,GSE60502,GSE84402,GSE101685,GSE102079,GSE113996和GSE45436)的基因表达数据。进行生物信息学分析以区分两个差异表达基因(DEG),诊断候选基因,和功能富集途径。QRT-PCR用于验证诊断候选基因的表达。通过人工神经网络(ANN)建立了基于候选基因的诊断模型。药物敏感性分析用于探索肝癌的潜在药物。用CCK-8法检测HepG2在各种化疗药物下的活力。结果:与正常组织相比,癌组织中有82个DEGs。蛋白质-蛋白质相互作用(PPI),基因本体论(GO),和京都基因和基因组百科全书(KEGG)富集分析和浸润免疫细胞分析进行了管理和分析。MT1M的诊断相关基因,从DEGs中选择SPINK1、AKR1B10和SLCO1B3并用于构建诊断模型。在训练和测试队列中,受试者工作特征(ROC)曲线分别为0.910和0.953,分别。潜在的药物,包括Vemurafenib,LOXO-101,dabrafenib,selumetinib,还发现了Arry-162和NMS-E628。Vemurafenib,Dabrafenib,和司美替尼观察到显著影响HepG2细胞活力。结论:基于4个诊断相关基因的ANN诊断模型对HCC患者的诊断具有预测意义。值得临床推广应用。此外,潜在的化疗药物可能对肝癌治疗有效。
    Background: Hepatocellular carcinoma (HCC) is one of the most common cancers with high mortality in the world. HCC screening and diagnostic models are becoming effective strategies to reduce mortality and improve the overall survival (OS) of patients. Here, we expected to establish an effective novel diagnostic model based on new genes and explore potential drugs for HCC therapy. Methods: The gene expression data of HCC and normal samples (GSE14811, GSE60502, GSE84402, GSE101685, GSE102079, GSE113996, and GSE45436) were downloaded from the Gene Expression Omnibus (GEO) dataset. Bioinformatics analysis was performed to distinguish two differentially expressed genes (DEGs), diagnostic candidate genes, and functional enrichment pathways. QRT-PCR was used to validate the expression of diagnostic candidate genes. A diagnostic model based on candidate genes was established by an artificial neural network (ANN). Drug sensitivity analysis was used to explore potential drugs for HCC. CCK-8 assay was used to detect the viability of HepG2 under various presentative chemotherapy drugs. Results: There were 82 DEGs in cancer tissues compared to normal tissue. Protein-protein interaction (PPI), Gene Ontology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses and infiltrating immune cell analysis were administered and analyzed. Diagnostic-related genes of MT1M, SPINK1, AKR1B10, and SLCO1B3 were selected from DEGs and used to construct a diagnostic model. The receiver operating characteristic (ROC) curves were 0.910 and 0.953 in the training and testing cohorts, respectively. Potential drugs, including vemurafenib, LOXO-101, dabrafenib, selumetinib, Arry-162, and NMS-E628, were found as well. Vemurafenib, dabrafenib, and selumetinib were observed to significantly affect HepG2 cell viability. Conclusion: The diagnostic model based on the four diagnostic-related genes by the ANN could provide predictive significance for diagnosis of HCC patients, which would be worthy of clinical application. Also, potential chemotherapy drugs might be effective for HCC therapy.
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  • 文章类型: Journal Article
    有机阴离子的协调运动(例如,毒品,代谢物,信号分子,营养素,抗氧化剂,组织和体液之间的肠道微生物组产品)取决于,在很大程度上,在有机阴离子转运蛋白(OAT)[溶质载体22(SLC22)]上,有机阴离子转运多肽(OATPs)[有机溶质载体(SLCO)],和多药耐药蛋白(MRPs)[ATP结合盒,亚科C(ABCC)]。根据底物的范围,这些家族中的转运蛋白可以被认为是多特异性的,寡聚特异性,或(相对)单特异性。在表达模式的背景下对这些转运蛋白进行的系统生物学分析表明,它们是参与器官间和生物体间交流的网络中的枢纽。遥感和信号理论解释了药物转运蛋白的协调功能,药物代谢酶,和调节蛋白在优化重要内源性小分子的系统和局部水平中发挥作用。我们专注于OATs的作用,OATPs,和MRP在内源性代谢中的作用以及它们的底物(例如,胆汁酸,短链脂肪酸,urate,尿毒症毒素)介导器官间和生物体间的交流,并帮助维持和恢复健康和疾病状态的稳态。
    The coordinated movement of organic anions (e.g., drugs, metabolites, signaling molecules, nutrients, antioxidants, gut microbiome products) between tissues and body fluids depends, in large part, on organic anion transporters (OATs) [solute carrier 22 (SLC22)], organic anion transporting polypeptides (OATPs) [solute carrier organic (SLCO)], and multidrug resistance proteins (MRPs) [ATP-binding cassette, subfamily C (ABCC)]. Depending on the range of substrates, transporters in these families can be considered multispecific, oligospecific, or (relatively) monospecific. Systems biology analyses of these transporters in the context of expression patterns reveal they are hubs in networks involved in interorgan and interorganismal communication. The remote sensing and signaling theory explains how the coordinated functions of drug transporters, drug-metabolizing enzymes, and regulatory proteins play a role in optimizing systemic and local levels of important endogenous small molecules. We focus on the role of OATs, OATPs, and MRPs in endogenous metabolism and how their substrates (e.g., bile acids, short chain fatty acids, urate, uremic toxins) mediate interorgan and interorganismal communication and help maintain and restore homeostasis in healthy and disease states.
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