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Genomics and AI: Cancer Research, Limits and Privacy

3 February 20251 min read
SCIENCE & TECHNOLOGYGenomics and AI:Cancer Research,Limits and Privacy3 February 2025safalsetu.com

Why in the news

AI is speeding up genomics and cancer research, while doubts about accuracy, ethics and data safety grow.

About genomics

  • Studies a genome’s structure, function and sequence, and how genes link to the phenotype.

AI advances

  • Faster gene analysis enables broader studies.
  • Johns Hopkins University (March 2024): machine learning examined 1,200+ ‘junk DNA’ elements, opening routes for therapy, diagnosis and screening.
  • Gene Box startup uses AI for genetic predispositions and personalised advice.

Limits

  • Genetics drives only about 30% of characteristics; environment and lifestyle dominate.
  • Findings often labelled ‘of unknown significance’; Alzheimer’s risk genes do not guarantee the disease.
  • Predictions on depression or heart disease need tougher guidelines.

Privacy concerns

  • Nucleus (backed by Peter Thiel and Alexis Ohanian) wants genomes on every iPhone.
  • October 2023 breach: 6.9 million users affected, $30 million fines, board and staff largely lost.
  • Withdrawing data is hard; no HIPAA cover for consumer genetic data.

Exam angle

  • Terms: genome, phenotype, junk DNA, HIPAA.

Test yourself

1. Genomics is the study of which of the following?

Genomics covers the structure, function and sequence of a genome.

2. Researchers at which university used machine learning on over 1,200 'junk DNA' elements linked to cancer in March 2024?

The study in March 2024 was by Johns Hopkins University researchers.

3. Roughly what share of characteristics is influenced by genetics, according to the notes on AI in genomics?

Genetics influences only about 30%; environment and lifestyle dominate the rest.

This topic is part of Daily Current Affairs 3 February 2025 (26 topics).

All topics of the dayDay quizFebruary 2025

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