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Updated: Jul 31, 2026

Characterization of In Vitro Differentiation of Human Primary Keratinocytes by RNA-Seq Analysis
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利用自编码模型和数据增强,在单细胞分析中发现牙角质细胞的转录组多样性

Pradeep Kumar Yadalam1, Prabhu Manickam Natarajan2, Carlos M Ardila3

  • 1Department of Periodontics, Saveetha Institute of Medical and Technical Sciences, Saveetha Dental College and Hospital, Saveetha University, Chennai, 600077, Tamil Nadu, India.

Scientific reports
|July 2, 2025
PubMed
概括

这项研究使用了先进的计算模型来分析单细胞RNA测序数据从牙角质细胞. 研究结果揭示了不同的细胞类型和基因表达模式,这对于了解牙周病和炎症至关重要.

关键词:
自动编码器模型深度学习是一种深度学习.角质细胞的多样性牙周病是牙周病的一种疾病.单细胞RNA测序的一个细胞.文字转录学 (Transcriptomics) 是一个学科.

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相关概念视频

Transcription01:17

Transcription

Transcription is the synthesis of RNA from a DNA sequence by RNA polymerase. It is the first step in producing a protein from a gene sequence. Additionally, many other proteins and regulatory sequences are involved in correctly synthesizing messenger RNA (mRNA). Transcriptional regulation is responsible for the differentiation of different types of cells and often for the proper cellular response to environmental signals.
Transcription Can Produce Different Kinds of RNA Molecules
In eukaryotes,...