新特征的致病性途径在全身性红血性狼中的转化影响
Mariele Gatto1, Roberto Depascale2, Ana Luisa Stefanski3
1Unit of Rheumatology, Department of Clinical and Biological Sciences, University of Turin, Turin, Italy.
Best practice & research. Clinical rheumatology
|August 25, 2023
概括
系统性红斑狼 (SLE) 治疗的最新进展准了关键的免疫通路,如干扰素 (IFN) 信号传递和B细胞向. 使用omics数据和机器学习的个性化医疗承诺在这种复杂的自身免疫性疾病中改善患者的治疗结果.
科学领域:
- 免疫学和风湿病学
- 遗传学和基因组学 遗传学和基因组学
- 计算生物学 计算生物学
背景情况:
- 系统性红斑狼 (SLE) 病原体的理解已经得到了进展,导致有针对性的疗法.
- 像贝利马布和阿尼弗罗马布这样的新疗法准干扰素 (IFN) 信号传导和B细胞通路.
- SLE的特点是独特的IFN和B血统签名.
研究的目的:
- 审查SLE病原和治疗策略的最新进展.
- 探索大数据,机器学习和omics分析在个性化SLE治疗中的作用.
- 讨论SLE临床试验方法的改进.
主要方法:
- 针对患者概况和反应预测进行全面的omics分析.
- 对包括贝利马布,阿尼弗罗马布和CAR T细胞在内的向疗法的审查.
- 在SLE研究中分析大数据和机器学习应用.
主要成果:
- 准先天性和适应性免疫路径在SLE治疗中已经被证明是成功的.
- 通过omics数据进行患者分析,可以预测治疗反应.
- IFN和B谱签名为选择性SLE治疗提供了基础.
结论:
- 整合大数据的个性化治疗策略对于管理SLE至关重要.
- 需要进一步的研究来澄清患者子组之间的差异性治疗反应.
- 整合omics,大数据和改进的临床试验的翻译性研究是改善SLE患者结果的关键.
更多相关视频
相关概念视频
Translation
15.0K
Translation is the process of synthesizing proteins from the genetic information carried by messenger RNA (mRNA). Following transcription, it constitutes the final step in the expression of genes. This process is carried out by ribosomes, complexes of protein and specialized RNA molecules. Ribosomes, transfer RNA (tRNA), and other proteins produce a chain of amino acids—the polypeptide—as the end product of translation.
Translation Produces the Building Blocks of Life
Proteins are...
Translation Produces the Building Blocks of Life
Proteins are...
15.0K
Leaky Scanning
5.2K
During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA. Marilyn Kozak discovered that the sequence RCCAUGG (where R...
5.2K
The JAK-STAT Signaling Pathway
9.0K
Several cytokine receptors have tightly bound Janus kinase or JAK proteins attached at their cytosolic tail. Small signaling molecules such as cytokines, growth hormones, or prolactins bind to the cytokine receptors and initiate their dimerization. The dimerization brings the cytosolic JAKs together that trans-phosphorylate and activates each other. The activated JAKs now phosphorylate cytosolic tails of the cytokine receptors, which serve as binding sites for adaptor proteins such as SH2...
9.0K
Translational Regulation
44
Translational regulation in prokaryotes ensures efficient protein synthesis by controlling ribosome access to mRNA. This regulation is mediated by secondary RNA structures, including translational riboswitches, RNA thermometers, and small RNAs (sRNAs), which respond to intracellular and environmental signals to modulate gene expression.Translational RiboswitchesRiboswitches in the leader region of mRNAs can regulate translation by altering the accessibility of the Shine-Dalgarno (SD) sequence,...
44
NF-κB-dependent Signaling Pathway
7.5K
The transcription factor NF-κB was discovered in 1986 in the lab of Nobel laureate Professor David Baltimore, for its interaction with the immunoglobulin light chain enhancer in B-cells. After more than three decades of study, it is now evident that NF-κB regulates the expression of over 100 genes. Most of these genes play an essential role in the innate and adaptive immune responses as well as the inflammatory responses of animals.
NF-κB-dependent Signaling Mechanism
The...
NF-κB-dependent Signaling Mechanism
The...
7.5K
Ribosome Profiling
3.6K
Ribosome profiling or ribo-sequencing is a deep sequencing technique that produces a snapshot of active translation in a cell. It selectively sequences the mRNAs protected by ribosomes to get an insight into a cell’s translation landscape at any given point in time.
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
The technique...
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
The technique...
3.6K


