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首页> 外文期刊>Frontiers in Cell and Developmental Biology >Genome-Wide Analysis of Differentially Expressed miRNAs and Their Associated Regulatory Networks in Lenses Deficient for the Congenital Cataract-Linked Tudor Domain Containing Protein TDRD7
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Genome-Wide Analysis of Differentially Expressed miRNAs and Their Associated Regulatory Networks in Lenses Deficient for the Congenital Cataract-Linked Tudor Domain Containing Protein TDRD7

机译:含有蛋白质TDRD7的先天性白内障联系铎域缺乏差异表达MIRNA及其相关调控网络的基因组分析

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Mutations/deficiency of TDRD7, encoding a tudor domain protein involved in post-transcriptional gene expression control, causes early-onset cataract in humans. While Tdrd7 is implicated in the control of key lens mRNAs, the impact of Tdrd7 deficiency on microRNAs (miRNAs) and how this contributes to transcriptome misexpression and to cataracts, is undefined. We address this critical knowledge-gap by investigating Tdrd7-targeted knockout (Tdrd7-/-) mice that exhibit fully penetrant juvenile cataracts. We performed Affymetrix miRNA 3.0 microarray analysis on Tdrd7-/- mouse lenses at postnatal day (P) 4, a stage preceding cataract formation. This analysis identifies 22 miRNAs (14 over-expressed (miR-15a, miR-19a, miR-138, miR-328, miR-339, miR-345, miR-378b, miR-384, miR-467a, miR-1224, miR-1935, miR-1946a, miR-3102, miR-3107), 8 reduced (let-7b, miR-34c, miR-298, miR-382, miR-409, miR-1198, miR-1947, miR-3092)) to be significantly misexpressed (fold-change ≥ ±1.2, p-value 0.05) in Tdrd7-/- lenses. To understand how these misexpressed miRNAs impact Tdrd7-/- cataract, we predicted their mRNA targets and examined their misexpression upon Tdrd7-deficiency by performing comparative transcriptomics analysis on P4 and P30 Tdrd7-/- lens. To prioritize these target mRNAs, we used various stringency filters (e.g. fold-change in Tdrd7-/- lens, iSyTE-based lens-enriched expression) and identified 98 reduced and 89 elevated mRNA targets for overexpressed and reduced miRNAs, respectively, which were classified as “top-priority”, “high-priority” and “promising” candidates. For Tdrd7-/- lens overexpressed miRNAs, this approach identified 18 top-priority reduced target mRNAs: Alad, Ankrd46, Ceacam10, Dgat2, Ednrb, H2-Eb1, Klhl22, Lin7a, Loxl1, Lpin1, Npc1, Olfm1, Ppm1e, Ppp1r1a, Rgs8, Shisa4, Snx22 and Wnk2. Majority of these targets were also altered in other gene-specific perturbation mouse models (e.g. Brg1, E2f1/E2f2/E2f3, Foxe3, Hsf4, Klf4, Mafg/Mafk, Notch) of lens defects/cataract, suggesting their importance to lens biology. Gene ontology (GO) provided further insight into their relevance to lens pathology. For example, the Tdrd7-deficient lens capsule defect may be explained by reduced mRNA targets (e.g. Col4a3, Loxl1, Timp2, Timp3) associated with “basement membrane”. GO analysis also identified new genes (e.g. Casz1, Rasgrp1) recently linked to lens biology/pathology. Together, these analyses define a new Tdrd7-downstream miRNA-mRNA network, in turn, uncovering several new mRNA targets and their associated pathways relevant to lens biology and offering molecular insights into the pathology of congenital cataract.
机译:TDRD7的突变/缺乏编码参与转录后基因表达控制的铎域蛋白质,导致人类早期发作的白内障。虽然TDRD7涉及控制关键镜头MRNA,但TDRD7缺乏对MicroRNAS(miRNA)的影响以及这是有助于转录组Misex抑制和白内障的影响。通过调查表现出完全渗透少年白内障的TDRD7目标淘汰(TDRD7 - / - )小鼠来解决这种关键知识差距。在后期(P)4的TDRD7 - / - 小鼠镜片上进行了Affymetrix miRNA 3.0微阵列分析,其前一种白内障地层前一级。该分析识别22 miRNA(14个过表达(miR-15a,miR-19a,miR-138,miR-328,miR-338,miR-345,miR-378b,miR-384,miR-467a,mir-1224 ,miR-1935,miR-1946a,miR-3102,miR-3107),8减少(Let-7B,MIR-34C,MIR-298,MIR-382,MIR-409,MIR-1198,MIR-1947,MIR -3092))在TDRD7 - / - 镜片中显着咀嚼(折叠变化≥±1.2,p值& 0.05)。要了解这些Misex抑制的miRNA如何影响TDRD7 - / - 白内障,我们预测其mRNA靶标并通过对P4和P30 TDRD7 - / - 镜头进行比较转录源分析来检查其Misexpression。为了优先考虑这些目标MRNA,我们使用各种严格滤波器(例如,TDRD7 - / - 镜头,富含晶体的富含表达)的折叠变化,并鉴定为过表达和减少MIRNA的89个升高的mRNA靶标,即归类为“首要任务”,“高优先级”和“有前途”候选人。对于TDRD7 - / - 镜头过表达MIRNA,该方法确定了18个顶级优先级降低目标MRNA:ALAD,ANKRD46,CEACAM10,DGAT2,EDNRB,H2-EB1,KLHL22,LIN7A,LOXL1,LPIN1,NPC1,OLFM1,PPM1E,PPP1R1A, RGS8,Shisa4,SNX22和WNK2。这些靶标的大多数也在其他基因特异性扰动小鼠模型中改变(例如,BRG1,E2F1 / E2F2 / E2F3,Foxe3,HSF4,KLF4,MAFG / MAFK,NOTCH)的镜片缺陷/白内障,表明他们对镜头生物学的重要性。基因本体(GO)进一步了解其与镜片病理学的相关性。例如,TDRD7缺陷型镜片胶囊缺损可以通过减小的mRNA靶(例如COL4A3,LOXL1,TIMP2,TIMP3)来解释与“基底膜”相关解释。 GO分析还确定了最近与镜头生物学/病理学相关的新基因(例如CASZ1,RASGRP1)。这些分析在一起定义了新的TDRD7-下游miRNA-mRNA网络,依次揭示了与镜头生物学相关的几种新的mRNA靶标和它们相关的途径,并向先天性白内障的病理学提供分子见解。

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