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首页> 外文期刊>Veterinary Sciences >Quantitative Single-Cell Transcript Assessment of Biomarkers Supports Cellular Heterogeneity in the Bovine IVD
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Quantitative Single-Cell Transcript Assessment of Biomarkers Supports Cellular Heterogeneity in the Bovine IVD

机译:生物标志物的定量单细胞转录评估支持牛IVD中的细胞异质性

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Severe and chronic low back pain is often associated with intervertebral disc (IVD) degeneration. While imposing a considerable socio-economic burden worldwide, IVD degeneration is also severely impacting on the quality of life of affected individuals. Cell-based regenerative medicine approaches have moved into clinical trials, yet IVD cell identities in the mature disc remain to be fully elucidated and tissue heterogeneity exists, requiring a better characterization of IVD cells. The bovine coccygeal IVD is an accepted research model to study IVD mechano-biology and disc homeostasis. Recently, we identified novel IVD biomarkers in the outer annulus fibrosus (AF) and nucleus pulposus (NP) of the mature bovine coccygeal IVD through RNA in situ hybridization (AP-RISH) and z-proportion test. Here we follow up on Lam1 , Thy1 , Gli1 , Gli3 , Noto , Ptprc , Scx , Sox2 and Zscan10 with fluorescent RNA in situ hybridization (FL-RISH) and confocal microscopy. This permits sub-cellular transcript localization and the addition of quantitative single-cell derived values of mRNA expression levels to our previous analysis. Lastly, we used a Gaussian mixture modeling approach for the exploratory analysis of IVD cells. This work complements our earlier cell population proportion-based study, confirms the previously proposed biomarkers and indicates even further heterogeneity of cells in the outer AF and NP of a mature IVD.
机译:严重和慢性下腰痛通常与椎间盘退变有关。 IVD退化不仅给全世界带来了巨大的社会经济负担,而且还严重影响了受影响个体的生活质量。基于细胞的再生医学方法已经进入临床试验,但是成熟椎间盘中的IVD细胞身份仍有待充分阐明,并且存在组织异质性,需要对IVD细胞进行更好的表征。牛尾静脉IVD是研究IVD力学生物学和椎间盘稳态的公认模型。最近,我们通过RNA原位杂交(AP-RISH)和z比例测试,在成熟的牛尾骨IVD的外侧纤维环(AF)和髓核(NP)中鉴定了新的IVD生物标记。在这里我们跟进Lam1,Thy1,Gli1,Gli3,Noto,Ptprc,Scx,Sox2和Zscan10与荧光RNA原位杂交(FL-RISH)和共聚焦显微镜。这允许亚细胞转录本的定位,以及将mRNA表达水平的定量单细胞衍生值添加到我们之前的分析中。最后,我们使用高斯混合建模方法对IVD细胞进行探索性分析。这项工作补充了我们先前基于细胞群体比例的研究,证实了先前提出的生物标记,并表明了成熟IVD的外部AF和NP中细胞的进一步异质性。

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