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Related Concept Videos

Introduction to Functional Groups02:08

Introduction to Functional Groups


Functional groups are group of atoms with specific chemical properties that occur within organic molecules and sometimes denoted as “R”. Functional groups are found along the carbon backbone of macromolecules can form chains or rings of carbon atoms. Functional groups can “functionalize” a compound by enabling it to adopt different physical and chemical properties.
Types of common functional groups
The table below summarizes some of the major functional groups in organic chemistry. (The...
Functional Groups02:45

Functional Groups

Functional groups are a group of atoms with characteristic properties, which when linked to the carbon skeleton of a molecule, alter the properties of that molecule. For example, the presence of certain functional groups on a molecule will make them hydrophilic, whereas others will make them hydrophobic. These functional groups are an indispensable part of organic chemistry and important components of biological molecules, such as carbohydrates, proteins, lipids, and nucleic acids. Each...
Functional Groups02:45

Functional Groups

Functional groups are a group of atoms with characteristic properties, which when linked to the carbon skeleton of a molecule, alter the properties of that molecule. For example, the presence of certain functional groups on a molecule will make them hydrophilic, whereas others will make them hydrophobic. These functional groups are an indispensable part of organic chemistry and important components of biological molecules, such as carbohydrates, proteins, lipids, and nucleic acids. Each...
Functional Groups02:45

Functional Groups

Functional groups are a group of atoms with characteristic properties, which when linked to the carbon skeleton of a molecule, alter the properties of that molecule. For example, the presence of certain functional groups on a molecule will make them hydrophilic, whereas others will make them hydrophobic. These functional groups are an indispensable part of organic chemistry and important components of biological molecules, such as carbohydrates, proteins, lipids, and nucleic acids. Each...
Overview of Advanced Functional Groups02:22

Overview of Advanced Functional Groups


Functional groups are groups of atoms with specific chemical properties that occur within organic molecules and are sometimes denoted as “R”. Functional groups can “functionalize” a compound by enabling it to adopt different physical and chemical properties.
Types of Advanced Functional Groups
The table below summarizes some of the major functional groups in organic chemistry.
Overview of Functional Groups01:19

Overview of Functional Groups

Functional groups are a group of atoms with characteristic properties, which when linked to the carbon skeleton of a molecule, alter the properties of that molecule. For example, certain functional groups will make a molecule hydrophilic, whereas others will make them hydrophobic. These functional groups are an indispensable part of organic chemistry and important components of biological molecules, such as carbohydrates, proteins, lipids, and nucleic acids. Each functional group is a unique...

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Related Experiment Video

Updated: Jul 2, 2026

Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
08:09

Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics

Published on: June 17, 2012

Prediction of compounds' biological function (metabolic pathways) based on functional group composition.

Yu-Dong Cai1, Ziliang Qian, Lin Lu

  • 1CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, People's Republic of China. cyd@picb.ac.cn

Molecular Diversity
|August 16, 2008
PubMed
Summary

This study introduces a machine learning method to predict compound functions in metabolic pathways. The approach accurately maps chemical compounds to their biological pathways using functional group analysis.

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A Protocol for Computer-Based Protein Structure and Function Prediction
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Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
08:09

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Published on: June 17, 2012

A Protocol for Computer-Based Protein Structure and Function Prediction
16:41

A Protocol for Computer-Based Protein Structure and Function Prediction

Published on: November 3, 2011

Area of Science:

  • Computational chemistry
  • Bioinformatics
  • Systems biology

Background:

  • In silico screening aids in identifying compound functions for research and drug discovery.
  • Understanding compound-metabolic pathway relationships is crucial for biological research.

Purpose of the Study:

  • To develop and evaluate a machine learning method for mapping chemical compounds to metabolic pathways.
  • To assess the utility of functional group composition in predicting biological functions.

Main Methods:

  • Utilized the Nearest Neighbor Algorithm, a machine learning approach.
  • Analyzed the functional group composition of chemical compounds.
  • Mapped 2,764 compounds across 11 major metabolic pathway classes.

Main Results:

  • Achieved an overall prediction rate of 73.3%.
  • Demonstrated a significant correlation between compound functional groups and metabolic pathway functions.
  • Successfully mapped small molecules to relevant metabolic pathways.

Conclusions:

  • Functional group composition is a reliable indicator of a compound's biological metabolic function.
  • The developed machine learning method offers an efficient approach for compound-pathway mapping.
  • This method can accelerate basic research in metabolic pathways and drug discovery efforts.