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Genomics02:02

Genomics

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Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
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Human Genetics01:28

Human Genetics

1.4K
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
1.4K
Genetic Material01:20

Genetic Material

3.2K
Within the human body, a complex and detailed system of trillions of cells works in unison to sustain life. Each cell houses a nucleus, which contains 46 chromosomes divided into 23 pairs. Chromosomes are highly coiled structures made of the genetic material DNA. These chromosomes are essential carriers of genetic information, with half inherited from the mother through her egg and the other half from the father's sperm, combining to create the unique genetic makeup of an individual.
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What is Genetic Engineering?00:49

What is Genetic Engineering?

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Overview
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Organization of Genes02:07

Organization of Genes

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Overview
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Genomic DNA in Eukaryotes00:58

Genomic DNA in Eukaryotes

52.2K
Eukaryotes have large genomes compared to prokaryotes. To fit their genomes into a cell, eukaryotic DNA is packaged extraordinarily tightly inside the nucleus. To achieve this, DNA is tightly wound around proteins called histones, which are packaged into nucleosomes that are joined by linker DNA and coil into chromatin fibers. Additional fibrous proteins further compact the chromatin, which is recognizable as chromosomes during certain phases of cell division.
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Updated: Jan 14, 2026

Navigating MARRVEL, a Web-Based Tool that Integrates Human Genomics and Model Organism Genetics Information
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基因组:以人为中心的基因组基础模型.

Adi Lin1, Bin Xie1, Cheng Ye1

  • 1Genos Team, West Lake District, Hangzhou 310012, China.

GigaScience
|October 22, 2025
PubMed
概括

基因组是一个新的以人为中心的基因组基础模型,能够分析百万基因对序列. 这种先进的模型超越了人类基因组学基准和临床推断中的现有方法.

关键词:
基础模型的基础模型.人类基因组人类基因组这是一个混合的专家组合.

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科学领域:

  • 基因组学就是基因组学.
  • 人工智能的人工智能
  • 生物信息学是一种生物信息学.

背景情况:

  • 现有的基础模型与超长的人类基因组序列和人口多样性作斗争.
  • 目前的模型缺乏人体特异性表示和高效的临床推理能力.

研究的目的:

  • 介绍Genos,一个以人为中心的基因组基础模型,设计用于百万基对序列建模.
  • 解决当前模型在序列长度,种群多样性和临床实用性方面的局限性.

主要方法:

  • 开发了Genos (Genos-1.2B/Genos-10B),使用了针对1Mb环境优化的专家结构组合.
  • 接受了来自全球不同人口的高质量的人类de novo组件的培训 (人类基因组参考联盟,人类基因组结构变异联盟).
  • 实施了优化策略,以提高培训稳定性,计算效率和降低成本.

主要成果:

  • 基诺斯实现了单核酸分辨率分析,并模拟了RNA表达的非编码变异效应.
  • 在关键的人类基因组学基准上表现优于最新的模型.
  • 显示强大的omics-text跨模式诊断能力.

结论:

  • 基因组为下一代高效基因组基础模型提供蓝图.
  • 模型权重,推理代码和文档在GitHub和 Hugging Face Hub上公开提供.
  • 建立了基因组基础模型的新性能基准.