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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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Genome Size and the Evolution of New Genes03:21

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While every living organism has a genome of some kind (be it RNA, or DNA), there is considerable variation in the sizes of these blueprints. One major factor that impacts genome size is whether the organism is prokaryotic or eukaryotic. In prokaryotes, the genome contains little to no non-coding sequence, such that genes are tightly clustered in groups or operons sequentially along the chromosome. Conversely, the genes in eukaryotes are punctuated by long stretches of non-coding sequence.
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Design Consideration01:22

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Designing a structure involves a series of considerations, primarily the material's ultimate strength, calculated through tests that measure changes under increased force until the material reaches its breaking point or limit. The ultimate load, where the material breaks, is divided by its original cross-sectional area, resulting in the ultimate normal stress or strength. The ultimate shearing stress is another significant factor taken into account.
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Considering the tensile strength of concrete involves recognizing that the theoretical strength of cement paste can be up to a thousand times higher than what is observed in practical applications. This significant discrepancy is largely attributed to the presence of microscopic cracks within the concrete. These cracks tend to amplify stress at their tips when a load is applied, a phenomenon explained by Griffith's theory of brittle fracture.
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Transmission Line Design Considerations01:23

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Aluminum has become the material of choice for overhead transmission lines, surpassing copper due to its abundance and cost-effectiveness. The most prevalent type is the aluminum conductor, steel-reinforced (ACSR), which combines aluminum strands around a steel core. Other variants include all-aluminum conductors (AAC), all-aluminum alloy conductors (AAAC), aluminum conductor alloy-reinforced (ACAR), and aluminum-clad steel conductors. Advanced designs, such as aluminum conductors with steel...
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Diploid organisms inherit genetic material through chromosomes from both parents. Copies of the same gene are known as alleles. In most cases, both alleles are simultaneously expressed and allow various cellular processes to function optimally. If one of the alleles is missing or mutated, the expression of the other allele can compensate; however, this is not true for all genes.
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Next-generation sequencing generates vast genomic data. This review explores cloud computing solutions for managing this data, addressing challenges and ensuring regulatory compliance for genetic information in research and clinical care.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Cloud Computing

Background:

  • Next-generation sequencing (NGS) generates substantial data volumes, posing significant management challenges.
  • Inadequate internal IT infrastructure often necessitates external solutions for handling NGS data.
  • Public cloud repositories are increasingly used for storing human genetic variation data through crowdsourcing.

Purpose of the Study:

  • To review the challenges of managing genomic data in cloud environments.
  • To discuss strategies for compliant genomic data management in the cloud.
  • To outline regulatory considerations for genetic information in the US.

Main Methods:

  • Review of current cloud computing practices for genomic data.
  • Analysis of regulatory frameworks for genetic data in the US.
  • Discussion of compliance strategies for research and clinical applications.

Main Results:

  • Cloud services offer scalable solutions for NGS data management.
  • Crowdsourcing populates public variant repositories, enhancing genomic databases.
  • Strategies for compliant data handling in cloud environments are essential.

Conclusions:

  • Cloud computing is vital for managing large-scale genomic data from next-generation sequencing.
  • Addressing regulatory compliance is crucial for utilizing cloud services for genetic information.
  • Effective strategies can overcome cloud-based genomic data management challenges.