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AI and the Human Genome UPSC NOTE

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  The Human Genome Project  The Human Genome Project, launched in 1990 and completed in 2003 , mapped human DNA, helping understand genetic ...

 The Human Genome Project 

  • The Human Genome Project, launched in 1990 and completed in 2003, mapped human DNA, helping understand genetic disorders and disease risks.

  • Initial genetic tests were expensive and rare, focused mainly on detecting fetal chromosomal abnormalities or identifying effective cancer treatments.

How AI Has Transformed Genomics

  • AI has accelerated the processing of genetic data, enabling faster and more extensive analysis of human DNA.

  • John Hopkins University (2024) used AI to discover hidden genetic sequences linked to tumors, expanding research for cancer diagnostics and treatments.

  • Gene Box, a startup, uses AI to quickly process genetic data, predicting genetic risks, interpreting gene-environment interactions, and offering personalized health recommendations.

Potential Pitfalls of AI in Genomics

  • AI tools can't provide definitive answers for complex traits like academic success or career achievements, as genetics only contribute around 30%.

  • Tests may produce ambiguous results, labeled as "variations of unknown significance." Further family testing may be needed for clarity.

  • Risk prediction isn't certainty: For example, genetic tests may identify genes linked to Alzheimer's but don’t guarantee the condition will develop.

  • AI in genomics, particularly with sensitive conditions like mental health, must follow strict ethical guidelines to avoid harm.

Why Users Should Be Cautious

  • Companies like Nucleus promise to analyze genetic traits, but concerns about data security arise, as seen in the 23andMe data breach of 2023, where personal information was stolen and sold.

  • Data retention issues: Once genetic data is submitted, it might be impossible to withdraw, and consumer genetic testing companies often don’t adhere to strict data protection laws like HIPAA.

  • Declining trust in companies: 23andMe faced major setbacks after a security breach, leading to a drop in trust and customer panic about the safety of their genetic data.

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Learnerz IAS | Concept oriented UPSC Classes in Malayalam: AI and the Human Genome UPSC NOTE
AI and the Human Genome UPSC NOTE
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Learnerz IAS | Concept oriented UPSC Classes in Malayalam
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