A Survey of Quantitative Descriptions of Molecular Structure

Author(s): Rajarshi Guha, Egon Willighagen.

Journal Name:Current Topics in Medicinal Chemistry

Volume 12 , Issue 18 , 2012

Abstract:

Numerical characterization of molecular structure is a first step in many computational analysis of chemical structure data. These numerical representations, termed descriptors, come in many forms, ranging from simple atom counts and invariants of the molecular graph to distribution of properties, such as charge, across a molecular surface. In this article we first present a broad categorization of descriptors and then describe applications and toolkits that can be employed to evaluate them. We highlight a number of issues surrounding molecular descriptor calculations such as versioning and reproducibility and describe how some toolkits have attempted to address these problems.

Keywords: Descriptor, QSAR, toolkit, predictive model.

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Article Details

VOLUME: 12
ISSUE: 18
Year: 2012
Page: [1946 - 1956]
Pages: 11
DOI: 10.2174/1568026611212180002