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Human Genetics01:28

Human Genetics

570
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...
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What is Genetic Engineering?00:49

What is Genetic Engineering?

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Overview
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Genetic Screens02:46

Genetic Screens

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Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which...
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Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Behavioral Genetics and Its Designs01:23

Behavioral Genetics and Its Designs

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Behavior genetics explores how genetic inheritance influences human behavior. It focuses on how genes, passed from parents to offspring, contribute to the development of behavioral traits and tendencies. This branch of genetics seeks to understand the complex interplay between inherited genetic factors and environmental influences in shaping our behaviors.
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
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Synthetic Biology02:55

Synthetic Biology

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Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
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Related Experiment Video

Updated: Jul 3, 2025

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
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Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation

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Artificial Intelligence in Genetics.

Rohit S Vilhekar1, Alka Rawekar2

  • 1Medical Genetics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND.

Cureus
|February 12, 2024
PubMed
Summary

Artificial intelligence (AI) and machine learning (ML) are revolutionizing genetics, offering powerful tools for gene research, disease detection, and drug discovery. Challenges remain, but AI promises advancements in precision genetic medicine.

Keywords:
artificial intelligenceartificial neural networksdeep learningdrug repurposinggenetic diseasemachine learning

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Area of Science:

  • Genetics and Genomics
  • Artificial Intelligence (AI)
  • Machine Learning (ML)

Background:

  • Artificial intelligence (AI) simulates human intelligence in machines, enabling them to think and learn.
  • AI and machine learning (ML) are increasingly vital in scientific research, including genetics and drug discovery.
  • Genetics research benefits from AI's ability to analyze complex data, generate hypotheses, and aid experimental techniques.

Purpose of the Study:

  • To review the current applications of AI and ML in the field of genetics.
  • To examine AI's potential in advancing precision genetic disease treatment and clinical care.
  • To provide insights into AI's future applications in genetic disorders.

Main Methods:

  • Review of existing literature on AI and ML applications in genetics.
  • Analysis of AI's role in gene therapy, genetic disorder detection, and drug discovery.
  • Exploration of deep learning techniques for autonomous feature extraction in gene research.

Main Results:

  • AI significantly aids in the detection of hereditary and gene-related disorders.
  • AI and ML are crucial for rational drug discovery and design, impacting human health.
  • Deep learning, a branch of AI, is increasingly used in basic and applied gene research.

Conclusions:

  • AI holds immense potential for advancing genetic research and precision medicine.
  • Challenges related to understanding AI's complexities may hinder future patient benefits.
  • Continued exploration of AI in genetics is essential for unlocking its full potential in clinical care and disease treatment.