通过使用现代计算工具对协作网络和主题进行30年后期分析,绘制太平洋座谈会对生物计算的演变和变革性影响
Leah Zhang1, Sameeksha Garg2, Edward Zhang3
1Thomas Jefferson High School for Science & Technology, Alexandria, VA, USA, 2025lzhang@tjhsst.edu.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
|December 13, 2024
概括
太平洋生物计算研讨会 (PSB) 已经培养了30年的计算生物学合作,机器学习和整合性分析越来越重要. 一个新的网络应用程序有助于探索PSB程序.
科学领域:
- 计算生物学 计算生物学
- 生物信息学是一种生物信息学.
- 生物计算是一种生物计算.
背景情况:
- 太平洋生物计算研讨会 (PSB) 已经有30年的历史,促进了计算生物学领域的协作研究.
- 会议强调了新兴的主题,反映了该领域不断扩大的跨学科性质.
研究的目的:
- 探索三十年来太平洋生物计算研讨会 (PSB) 的合作和主题动态.
- 确定关键主题,分析研究和合作的趋势.
主要方法:
- 用主题建模和网络分析来分析PSB话语.
- 使用检索增强生成和大型语言模型来探索诉讼程序,开发了一个Web应用程序.
主要成果:
- 确定了标志着PSB话语的14个核心主题.
- 显著的趋势表明机器学习和整合性分析的相关性越来越大.
- 观察到合作关系的扩大以及PSB在促进跨学科性方面的作用.
结论:
- 在促进计算生物学领域的跨学科合作方面,PSB发挥着至关重要的作用.
- 提高跨学科性的驱动因素 (会议,外部趋势或社会转变) 需要进一步调查.
- 未来的分析方法和开发的Web应用程序可以为这些动态提供更深入的见解.
相关概念视频
Evolutionary Relationships through Genome Comparisons
5.7K
Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
5.7K
Genomics
35.9K
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...
35.9K
Convergent Evolution
27.5K
Evolution shapes the features of organisms over time, ensuring that they are suited for the environments in which they live. Sometimes, selection pressure leads to the rise of similar but unrelated adaptations in organisms with no recent common ancestors, a process known as convergent evolution.
27.5K
Next-generation Sequencing
87.4K
The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
87.4K
Sanger Sequencing
752.8K
DNA sequencing is a fundamental technique that is routinely used in the biological sciences. This method can be applied to a range of questions at different scales - from the sequencing of a cloned DNA fragment or the study of a mutation in a gene up to whole-genome sequencing. However, despite the widespread use of sequencing today, it was not until 1977 that Fredrick Sanger and his collaborators developed the chain-termination method to decode DNA sequences. It relies on the separation of a...
752.8K
The Fossil Record
25.0K
The fossil record documents only a small fraction of all organisms that have ever inhabited Earth. Fossilization is a rare process, and most organisms never become fossils. Moreover, the fossil record only exhibits fossils that have been discovered. Nevertheless, sedimentary rock fossils of long-lived, abundant, hard-bodied organisms dominate the fossil record. These fossils offer valuable information, such as an organism's physical form, behavior, and age. Studying the fossil record helps...
25.0K


