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DNA甲基化分析作为再生医学质量控制的新工具。

DNA methylation analysis as novel tool for quality control in regenerative medicine.

作者信息

Rapko Stephen, Baron Udo, Hoffmüller Ulrich, Model Fabian, Wolfe Leslie, Olek Sven

机构信息

Genzyme Biosurgery Corp., Cambridge, Massachusetts, USA.

出版信息

Tissue Eng. 2007 Sep;13(9):2271-80. doi: 10.1089/ten.2006.0444.

Abstract

Cell-based regenerative medicine, including tissue engineering, is a novel approach to reconstituting tissues that do not spontaneously heal, such as damaged cartilage, and to curing diseases caused by malfunctioning cells. Typically, manufacturing processes to generate cartilage for replacement therapies involve isolation and expansion of cells from cartilage biopsies. A challenge in the field is potential contamination by other cell types (e.g., fibroblast-like cells), which can overgrow the desired cells during culturing and may ultimately compromise clinical efficacy. No standard analytical system has been absolutely effective in ensuring the identity of these cell-based products. Therefore, we tested deoxyribonucleic acid methylation analysis as a quality assessment tool, applying it to Genzyme's Carticel product, a chondrocyte implant that the Food and Drug Administration has approved. We identified 7 potent discriminators by assaying candidate genomic regions derived from methylation discovery approaches and literature searches regarding a functional role of genes in chondrocyte biology. Using a support vector machine, we trained an optimal cell type classifier that was absolutely effective in discriminating chondrocytes from synovial membrane derived cells, the major potential contaminant of chondrocyte cultures. The abundant marker availability and high quality of this assay format also suggest it as a potential quality control test for other cell types grown or manipulated in vitro.

摘要

包括组织工程在内的基于细胞的再生医学,是一种重建无法自发愈合的组织(如受损软骨)以及治疗由细胞功能异常引起的疾病的新方法。通常,用于替代疗法的软骨制造过程涉及从软骨活检中分离和扩增细胞。该领域的一个挑战是可能受到其他细胞类型(如成纤维细胞样细胞)的污染,这些细胞在培养过程中可能会过度生长,超过所需细胞,并最终可能影响临床疗效。目前尚无绝对有效的标准分析系统来确保这些基于细胞的产品的一致性。因此,我们测试了脱氧核糖核酸甲基化分析作为一种质量评估工具,并将其应用于基因泰克公司的Carticel产品,这是一种已获美国食品药品监督管理局批准的软骨细胞植入物。通过对源自甲基化发现方法和有关软骨细胞生物学中基因功能作用的文献检索所获得的候选基因组区域进行检测,我们确定了7个有效的鉴别指标。我们使用支持向量机训练了一个最佳细胞类型分类器,该分类器在区分软骨细胞和滑膜来源细胞(软骨细胞培养的主要潜在污染物)方面绝对有效。这种检测形式丰富的标记可用性和高质量也表明它可作为对体外培养或操作的其他细胞类型进行潜在质量控制检测的方法。

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