---
_id: '4011'
abstract:
- lang: eng
  text: The size and shape of macromolecules such as proteins and nucleic acids play
    an important role in their functions. Prior efforts to quantify these properties
    have been based on various discretization or tessellation procedures involving
    analytical or numerical computations. In this article, we present an analytically
    exact method for computing the metric properties of macromolecules based on the
    alpha shape theory. This method uses the duality between alpha complex and the
    weighted Voronoi decomposition of a molecule. We describe the intuitive ideas
    and concepts behind the alpha shape theory and the algorithm for computing areas
    and volumes of macromolecules. We apply our method to compute areas and volumes
    of a number of protein systems. We also discuss several difficulties commonly
    encountered in molecular shape computations and outline methods to overcome these
    problems. (C) 1998 Wiley-Liss, Inc.
acknowledgement: We thank Michael Facello for the torus area formula and suggestion
  regarding computation of MS model from  SA model. We thank Nataraj Akkiraju, Patrick
  Moran, and Marcus Wagner for interesting discussionson the topic of this article
  and for help in the generationof two- and three-dimensional illustrations. We thank
  NSF Meta Center Allocation  for providing computational resources. The software
  VOLBL is available at:http://alpha.ncsa.uiuc.edu/alpha.
article_processing_charge: No
article_type: original
author:
- first_name: Jie
  full_name: Liang, Jie
  last_name: Liang
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Ping
  full_name: Fu, Ping
  last_name: Fu
- first_name: Pamidighantam
  full_name: Sudhakar, Pamidighantam
  last_name: Sudhakar
- first_name: Shankar
  full_name: Subramaniam, Shankar
  last_name: Subramaniam
citation:
  ama: 'Liang J, Edelsbrunner H, Fu P, Sudhakar P, Subramaniam S. Analytical shape
    computation of macromolecules: I. molecular area and volume through alpha shape.
    <i>Proteins: Structure, Function and Bioinformatics</i>. 1998;33(1):1-17. doi:<a
    href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O">10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O</a>'
  apa: 'Liang, J., Edelsbrunner, H., Fu, P., Sudhakar, P., &#38; Subramaniam, S. (1998).
    Analytical shape computation of macromolecules: I. molecular area and volume through
    alpha shape. <i>Proteins: Structure, Function and Bioinformatics</i>. Wiley-Blackwell.
    <a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O">https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O</a>'
  chicago: 'Liang, Jie, Herbert Edelsbrunner, Ping Fu, Pamidighantam Sudhakar, and
    Shankar Subramaniam. “Analytical Shape Computation of Macromolecules: I. Molecular
    Area and Volume through Alpha Shape.” <i>Proteins: Structure, Function and Bioinformatics</i>.
    Wiley-Blackwell, 1998. <a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O">https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O</a>.'
  ieee: 'J. Liang, H. Edelsbrunner, P. Fu, P. Sudhakar, and S. Subramaniam, “Analytical
    shape computation of macromolecules: I. molecular area and volume through alpha
    shape,” <i>Proteins: Structure, Function and Bioinformatics</i>, vol. 33, no.
    1. Wiley-Blackwell, pp. 1–17, 1998.'
  ista: 'Liang J, Edelsbrunner H, Fu P, Sudhakar P, Subramaniam S. 1998. Analytical
    shape computation of macromolecules: I. molecular area and volume through alpha
    shape. Proteins: Structure, Function and Bioinformatics. 33(1), 1–17.'
  mla: 'Liang, Jie, et al. “Analytical Shape Computation of Macromolecules: I. Molecular
    Area and Volume through Alpha Shape.” <i>Proteins: Structure, Function and Bioinformatics</i>,
    vol. 33, no. 1, Wiley-Blackwell, 1998, pp. 1–17, doi:<a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O">10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;1::AID-PROT1&#38;gt;3.0.CO;2-O</a>.'
  short: 'J. Liang, H. Edelsbrunner, P. Fu, P. Sudhakar, S. Subramaniam, Proteins:
    Structure, Function and Bioinformatics 33 (1998) 1–17.'
date_created: 2018-12-11T12:06:25Z
date_published: 1998-10-01T00:00:00Z
date_updated: 2022-08-25T13:32:59Z
day: '01'
doi: 10.1002/(SICI)1097-0134(19981001)33:1&lt;1::AID-PROT1&gt;3.0.CO;2-O
extern: '1'
intvolume: '        33'
issue: '1'
language:
- iso: eng
month: '10'
oa_version: None
page: 1 - 17
publication: 'Proteins: Structure, Function and Bioinformatics'
publication_identifier:
  issn:
  - 0887-3585
publication_status: published
publisher: Wiley-Blackwell
publist_id: '2112'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Analytical shape computation of macromolecules: I. molecular area and volume
  through alpha shape'
type: journal_article
user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17
volume: 33
year: '1998'
...
---
_id: '4012'
abstract:
- lang: eng
  text: The structures of proteins are well-packed, yet they contain numerous cavities
    which play key roles in accommodating small molecules, or enabling conformational
    changes. From high-resolution structures it is possible to identify these cavities.
    We have developed a precise algorithm based on alpha shapes for measuring space-filling-based
    molecular models (such as van der Waals, solvent accessible, and molecular surface
    descriptions). We applied this method for accurate computation of the surface
    area and volume of cavities in several proteins. In addition, all of the atoms/residues
    Lining the cavities are identified, We use this method to study the structure
    and the stability of proteins, as well as to locate cavities that could contain
    structural water molecules in the proton transport pathway in the membrane protein
    bacteriorhodopsin.
acknowledgement: The software for constructing weighted Delaunay complexes and the
  alpha shape filters was written by Ernst Mücke and Michael Facello. We thank them
  forcreating reliable and robust software so that wecan build on their results. The
  authors thank NSF Meta Center Allocation for providing computational resources.
  The software VOLBL is part of the standard distribution of the alpha shapes software,
  andis available at http://alpha.ncsa.uiuc.edu/alpha.
article_processing_charge: No
article_type: original
author:
- first_name: Jie
  full_name: Liang, Jie
  last_name: Liang
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Ping
  full_name: Fu, Ping
  last_name: Fu
- first_name: Pamidighantam
  full_name: Sudhakar, Pamidighantam
  last_name: Sudhakar
- first_name: Shankar
  full_name: Subramaniam, Shankar
  last_name: Subramaniam
citation:
  ama: 'Liang J, Edelsbrunner H, Fu P, Sudhakar P, Subramaniam S. Analytical shape
    computation of macromolecules: II. Inaccessible cavities in proteins. <i>Proteins:
    Structure, Function and Bioinformatics</i>. 1998;33(1):18-29. doi:<a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H">10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H</a>'
  apa: 'Liang, J., Edelsbrunner, H., Fu, P., Sudhakar, P., &#38; Subramaniam, S. (1998).
    Analytical shape computation of macromolecules: II. Inaccessible cavities in proteins.
    <i>Proteins: Structure, Function and Bioinformatics</i>. Wiley-Blackwell. <a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H">https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H</a>'
  chicago: 'Liang, Jie, Herbert Edelsbrunner, Ping Fu, Pamidighantam Sudhakar, and
    Shankar Subramaniam. “Analytical Shape Computation of Macromolecules: II. Inaccessible
    Cavities in Proteins.” <i>Proteins: Structure, Function and Bioinformatics</i>.
    Wiley-Blackwell, 1998. <a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H">https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H</a>.'
  ieee: 'J. Liang, H. Edelsbrunner, P. Fu, P. Sudhakar, and S. Subramaniam, “Analytical
    shape computation of macromolecules: II. Inaccessible cavities in proteins,” <i>Proteins:
    Structure, Function and Bioinformatics</i>, vol. 33, no. 1. Wiley-Blackwell, pp.
    18–29, 1998.'
  ista: 'Liang J, Edelsbrunner H, Fu P, Sudhakar P, Subramaniam S. 1998. Analytical
    shape computation of macromolecules: II. Inaccessible cavities in proteins. Proteins:
    Structure, Function and Bioinformatics. 33(1), 18–29.'
  mla: 'Liang, Jie, et al. “Analytical Shape Computation of Macromolecules: II. Inaccessible
    Cavities in Proteins.” <i>Proteins: Structure, Function and Bioinformatics</i>,
    vol. 33, no. 1, Wiley-Blackwell, 1998, pp. 18–29, doi:<a href="https://doi.org/10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H">10.1002/(SICI)1097-0134(19981001)33:1&#38;lt;18::AID-PROT2&#38;gt;3.0.CO;2-H</a>.'
  short: 'J. Liang, H. Edelsbrunner, P. Fu, P. Sudhakar, S. Subramaniam, Proteins:
    Structure, Function and Bioinformatics 33 (1998) 18–29.'
date_created: 2018-12-11T12:06:26Z
date_published: 1998-10-01T00:00:00Z
date_updated: 2022-08-25T13:35:41Z
day: '01'
doi: 10.1002/(SICI)1097-0134(19981001)33:1&lt;18::AID-PROT2&gt;3.0.CO;2-H
extern: '1'
intvolume: '        33'
issue: '1'
language:
- iso: eng
month: '10'
oa_version: None
page: 18 - 29
publication: 'Proteins: Structure, Function and Bioinformatics'
publication_identifier:
  issn:
  - 0887-3585
publication_status: published
publisher: Wiley-Blackwell
publist_id: '2113'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Analytical shape computation of macromolecules: II. Inaccessible cavities
  in proteins'
type: journal_article
user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17
volume: 33
year: '1998'
...
