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7. METHODS IN ENZYMOLOGY
Editors-in-Chief
JOHN N. ABELSON AND MELVIN I. SIMON
Division of Biology
California Institute of Technology
Pasadena, California, USA
Founding Editors
SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
8. Academic Press is an imprint of Elsevier
525 B Street, Suite 1900, San Diego, CA 92101-4495, USA
30 Corporate Drive, Suite 400, Burlington, MA 01803, USA
32 Jamestown Road, London NW1 7BY, UK
First edition 2010
Copyright # 2010, Elsevier Inc. All Rights Reserved.
No part of this publication may be reproduced, stored in a retrieval system or transmitted in any
form or by any means electronic, mechanical, photocopying, recording or otherwise without the
prior written permission of the publisher
Permissions may be sought directly from Elsevier’s Science & Technology Rights Department
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elsevier.com. Alternatively you can submit your request online by visiting the Elsevier web site at
http:/
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Notice
No responsibility is assumed by the publisher for any injury and/or damage to persons or
property as a matter of products liability, negligence or otherwise, or from any use or operation
of any methods, products, instructions or ideas contained in the material herein. Because of rapid
advances in the medical sciences, in particular, independent verification of diagnoses and drug
dosages should be made
For information on all Academic Press publications
visit our website at elsevierdirect.com
ISBN: 978-0-12-381347-3
ISSN: 0076-6879
Printed and bound in United States of America
10 11 12 10 9 8 7 6 5 4 3 2 1
9. CONTRIBUTORS
Adrián F. Alvarez
Departamento de Genética Molecular, Instituto de Fisiologı́a Celular, Universidad
Nacional Autónoma de México, México D.F., México
Babak Andi
Department of Chemistry and Biochemistry, University of Oklahoma, Norman,
Oklahoma, USA
Paul V. Attwood
School of Biomedical, Biomolecular and Chemical Sciences (M310), The University
of Western Australia, Crawley, Western Australia, Australia
Paul G. Besant
School of Biomedical, Biomolecular and Chemical Sciences (M310), The University
of Western Australia, Crawley, Western Australia, Australia
Roberto A. Bogomolni
Department of Chemistry and Biochemistry, University of California, Santa Cruz,
California, USA
Katherine A. Borkovich
Department of Plant Pathology and Microbiology, University of California,
Riverside, California, USA
Robert B. Bourret
Departments of Microbiology and Immunology, University of North Carolina,
Chapel Hill, North Carolina, USA
Winslow R. Briggs
Department of Plant Biology, Carnegie Institution for Science, Stanford, Califor-
nia, USA
Edmundo Calva
Departamento de Microbiologı́a Molecular, Instituto de Biotecnologı́a, Universi-
dad Nacional Autónoma de México AP 510-3, Cuernavaca, Morelos, Mexico
Paul F. Cook
Department of Chemistry and Biochemistry, University of Oklahoma, Norman,
Oklahoma, USA
xiii
10. Rachel L. Creager-Allen
Departments of Biochemistry and Biophysics, University of North Carolina,
Chapel Hill, North Carolina, USA
Nabanita De
Department of Molecular Medicine, College of Veterinary Medicine, Cornell
University, Ithaca, New York, USA
Jan S. Fassler
Department of Biology, University of Iowa, Iowa City, Iowa, USA
Marcus A. Frederickson
Department of Chemistry and Biochemistry, University of California, Santa Cruz,
California, USA
Sumire Fujiwara
Department of Plant Cellular and Molecular Biology, Ohio State University,
Columbus, Ohio, USA
Dimitris Georgellis
Departamento de Genética Molecular, Instituto de Fisiologı́a Celular, Universidad
Nacional Autónoma de México, México D.F., México
Eric Giraud
LaboratoiredesSymbiosesTropicalesetMéditerranéennes,IRD,CIRAD,AGRO-M,
INRA, UM2, TA A-82/J, Campus de Baillarguet, Montpellier Cedex 5, France
Zemer Gitai
DepartmentofMolecularBiology,PrincetonUniversity,Princeton,NewJersey,USA
Erin A. Gontang
Department of Microbiology and Molecular Genetics, Harvard Medical School,
Boston, Massachusetts, USA
Mark Goulian
Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania,
USA
Penelope I. Higgs
Department of Ecophysiology, Max Planck Institute for Terrestrial Microbiology,
Marburg, Germany
Hans-Jörg Hippe
Medizinische Klinik III, Universitätsklinikum, Universität Heidelberg, Heidelberg,
Germany
James A. Hoch
Department of Molecular and Experimental Medicine, The Scripps Research
Institute, La Jolla, California, USA
xiv Contributors
11. Terence Hwa
Center for Theoretical Biological Physics, University of California San Diego,
La Jolla, California, USA
Sakthimala Jagadeesan
Department of Molecular Biology, Max Planck Institute for Infection Biology,
Berlin, Germany
Carol A. Jones
Department of Plant Pathology and Microbiology, University of California,
Riverside, California, USA
Alla O. Kaserer
Department of Chemistry and Biochemistry, University of Oklahoma, Norman,
Oklahoma, USA
Woe-Yeon Kim
Department of Plant Cellular and Molecular Biology, Ohio State University,
Columbus, Ohio, USA, and Division of Applied Life Science (BK21 Program)
and Environmental Biotechnology National Core Research Center, Gyeongsang
National University, Jinju, Korea
Susanne Klumppw
Institut für Pharmazeutische und Medizinische Chemie, Westfälische Wilhelms-
Universität, Münster, Germany
Roberto Kolter
Department of Microbiology and Molecular Genetics, Harvard Medical School,
Boston, Massachusetts, USA
Michael Korth
Institut für Pharmakologie für Pharmazeuten, Universitätsklinikum Hamburg-
Eppendorf, Hamburg, Germany
Petya V. Krasteva
Department of Molecular Medicine, College of Veterinary Medicine, Cornell
University, Ithaca, New York, USA
Jérôme Lavergne
CEA, DSV, IBEB, Laboratoire de Bioénergétique Cellulaire, and CNRS, UMR
6191, Biologie Végétale et Microbiologie Environnementales, and Aix-Marseille
Université, Saint-Paul-lez-Durance, France
Bongsoo Lee
Department of Ecophysiology, Max Planck Institute for Terrestrial Microbiology,
Marburg, Germany
w
Deceased June 17, 2009
Contributors xv
12. Jürgen U. Linder
Pharmaceutical Institute, University of Tübingen, Tübingen, Germany
Daniel López
Department of Microbiology and Molecular Genetics, Harvard Medical School,
Boston, Massachusetts, USA
Katrin Ludwig
Institut für Pharmazeutische und Medizinische Chemie, Westfälische Wilhelms-
Universität, Münster, Germany
Bryan Lunt
Institute for Scientific Interchange, Viale S. Severo 65, Torino, Italy
C. Robertson McClung
Department of Biological Sciences, Dartmouth College, Hanover, New Hamp-
shire, USA
Takeshi Mizuno
Laboratory of Molecular Microbiology, School of Agriculture, Nagoya University,
Chikusa-ku, Nagoya, Japan
Aaron M. Moore
Departments of Microbiology and Immunology, University of North Carolina,
Chapel Hill, North Carolina, USA
Susumu Morigasaki
Department of Microbiology, University of California, Davis, California, USA,
and Graduate School of Biological Sciences, Nara Institute of Science and Tech-
nology, Ikoma, Nara, Japan
Marcos V. A. S. Navarro
Department of Molecular Medicine, College of Veterinary Medicine, Cornell
University, Ithaca, New York, USA
Jose N. Onuchic
Center for Theoretical Biological Physics, University of California San Diego,
La Jolla, California, USA
Ricardo Oropeza
Departamento de Microbiologı́a Molecular, Instituto de Biotecnologı́a, Universidad
Nacional Autónoma de México AP 510-3, Cuernavaca, Morelos, Mexico
Stephani C. Page
Departments of Biochemistry and Biophysics, University of North Carolina,
Chapel Hill, North Carolina, USA
Andrea Procaccini
Institute for Scientific Interchange, Viale S. Severo 65, Torino, Italy
xvi Contributors
13. Patrice A. Salomé
Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire,
USA
Andreas Schramm
Department of Ecophysiology, Max Planck Institute for Terrestrial Microbiology,
Marburg, Germany
Alexander Schug
Center for Theoretical Biological Physics, University of California San Diego,
La Jolla, California, USA
Joachim E. Schultz
Pharmaceutical Institute, University of Tübingen, Tübingen, Germany
Kazuhiro Shiozaki
Department of Microbiology, University of California, Davis, California, USA
Ruth E. Silversmith
Departments of Microbiology and Immunology, University of North Carolina,
Chapel Hill, North Carolina, USA
Albert Siryaporn
Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania,
USA
David E. Somers
Department of Plant Cellular and Molecular Biology, Ohio State University,
Columbus, Ohio, USA
Holger Sondermann
Department of Molecular Medicine, College of Veterinary Medicine, Cornell
University, Ithaca, New York, USA
Hendrik Szurmant
Department of Molecular and Experimental Medicine, The Scripps Research
Institute, La Jolla, California, USA
Stephanie A. Thomas
Departments of Microbiology and Immunology, University of North Carolina,
Chapel Hill, North Carolina, USA
Tong-Seung Tseng
Department of Plant Biology, Carnegie Institution for Science, Stanford, Califor-
nia, USA
André Verméglio
CEA, DSV, IBEB, Laboratoire de Bioénergétique Cellulaire, and CNRS, UMR
6191, Biologie Végétale et Microbiologie Environnementales, and Aix-Marseille
Université, Saint-Paul-lez-Durance, France
Contributors xvii
14. Qi Wang
Department of Molecular Medicine, College of Veterinary Medicine, Cornell
University, Ithaca, New York, USA
Martin Weigt
Institute for Scientific Interchange, Viale S. Severo 65, Torino, Italy
John N. Werner
DepartmentofMolecularBiology,PrincetonUniversity,Princeton,NewJersey,USA
Ann H. West
Department of Chemistry and Biochemistry, University of Oklahoma, Norman,
Oklahoma, USA
Thomas Wieland
Institut für Experimentelle und Klinische Pharmakologie und Toxikologie,
Medizinische Fakultät Mannheim, Universität Heidelberg, Mannheim, Germany
Takafumi Yamashino
Laboratory of Molecular Microbiology, School of Agriculture, Nagoya University,
Chikusa-ku, Nagoya, Japan
Xiao-Bo Zhou
Institut für Pharmakologie für Pharmazeuten, Universitätsklinikum Hamburg-
Eppendorf, Hamburg, Germany
xviii Contributors
15. METHODS IN ENZYMOLOGY
VOLUME I. Preparation and Assay of Enzymes
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME II. Preparation and Assay of Enzymes
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME III. Preparation and Assay of Substrates
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME IV. Special Techniques for the Enzymologist
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME V. Preparation and Assay of Enzymes
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME VI. Preparation and Assay of Enzymes (Continued)
Preparation and Assay of Substrates
Special Techniques
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME VII. Cumulative Subject Index
Edited by SIDNEY P. COLOWICK AND NATHAN O. KAPLAN
VOLUME VIII. Complex Carbohydrates
Edited by ELIZABETH F. NEUFELD AND VICTOR GINSBURG
VOLUME IX. Carbohydrate Metabolism
Edited by WILLIS A. WOOD
VOLUME X. Oxidation and Phosphorylation
Edited by RONALD W. ESTABROOK AND MAYNARD E. PULLMAN
VOLUME XI. Enzyme Structure
Edited by C. H. W. HIRS
VOLUME XII. Nucleic Acids (Parts A and B)
Edited by LAWRENCE GROSSMAN AND KIVIE MOLDAVE
VOLUME XIII. Citric Acid Cycle
Edited by J. M. LOWENSTEIN
VOLUME XIV. Lipids
Edited by J. M. LOWENSTEIN
VOLUME XV. Steroids and Terpenoids
Edited by RAYMOND B. CLAYTON
xix
16. VOLUME XVI. Fast Reactions
Edited by KENNETH KUSTIN
VOLUME XVII. Metabolism of Amino Acids and Amines (Parts A and B)
Edited by HERBERT TABOR AND CELIA WHITE TABOR
VOLUME XVIII. Vitamins and Coenzymes (Parts A, B, and C)
Edited by DONALD B. MCCORMICK AND LEMUEL D. WRIGHT
VOLUME XIX. Proteolytic Enzymes
Edited by GERTRUDE E. PERLMANN AND LASZLO LORAND
VOLUME XX. Nucleic Acids and Protein Synthesis (Part C)
Edited by KIVIE MOLDAVE AND LAWRENCE GROSSMAN
VOLUME XXI. Nucleic Acids (Part D)
Edited by LAWRENCE GROSSMAN AND KIVIE MOLDAVE
VOLUME XXII. Enzyme Purification and Related Techniques
Edited by WILLIAM B. JAKOBY
VOLUME XXIII. Photosynthesis (Part A)
Edited by ANTHONY SAN PIETRO
VOLUME XXIV. Photosynthesis and Nitrogen Fixation (Part B)
Edited by ANTHONY SAN PIETRO
VOLUME XXV. Enzyme Structure (Part B)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME XXVI. Enzyme Structure (Part C)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME XXVII. Enzyme Structure (Part D)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME XXVIII. Complex Carbohydrates (Part B)
Edited by VICTOR GINSBURG
VOLUME XXIX. Nucleic Acids and Protein Synthesis (Part E)
Edited by LAWRENCE GROSSMAN AND KIVIE MOLDAVE
VOLUME XXX. Nucleic Acids and Protein Synthesis (Part F)
Edited by KIVIE MOLDAVE AND LAWRENCE GROSSMAN
VOLUME XXXI. Biomembranes (Part A)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME XXXII. Biomembranes (Part B)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME XXXIII. Cumulative Subject Index Volumes I-XXX
Edited by MARTHA G. DENNIS AND EDWARD A. DENNIS
VOLUME XXXIV. Affinity Techniques (Enzyme Purification: Part B)
Edited by WILLIAM B. JAKOBY AND MEIR WILCHEK
xx Methods in Enzymology
17. VOLUME XXXV. Lipids (Part B)
Edited by JOHN M. LOWENSTEIN
VOLUME XXXVI. Hormone Action (Part A: Steroid Hormones)
Edited by BERT W. O’MALLEY AND JOEL G. HARDMAN
VOLUME XXXVII. Hormone Action (Part B: Peptide Hormones)
Edited by BERT W. O’MALLEY AND JOEL G. HARDMAN
VOLUME XXXVIII. Hormone Action (Part C: Cyclic Nucleotides)
Edited by JOEL G. HARDMAN AND BERT W. O’MALLEY
VOLUME XXXIX. Hormone Action (Part D: Isolated Cells, Tissues,
and Organ Systems)
Edited by JOEL G. HARDMAN AND BERT W. O’MALLEY
VOLUME XL. Hormone Action (Part E: Nuclear Structure and Function)
Edited by BERT W. O’MALLEY AND JOEL G. HARDMAN
VOLUME XLI. Carbohydrate Metabolism (Part B)
Edited by W. A. WOOD
VOLUME XLII. Carbohydrate Metabolism (Part C)
Edited by W. A. WOOD
VOLUME XLIII. Antibiotics
Edited by JOHN H. HASH
VOLUME XLIV. Immobilized Enzymes
Edited by KLAUS MOSBACH
VOLUME XLV. Proteolytic Enzymes (Part B)
Edited by LASZLO LORAND
VOLUME XLVI. Affinity Labeling
Edited by WILLIAM B. JAKOBY AND MEIR WILCHEK
VOLUME XLVII. Enzyme Structure (Part E)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME XLVIII. Enzyme Structure (Part F)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME XLIX. Enzyme Structure (Part G)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME L. Complex Carbohydrates (Part C)
Edited by VICTOR GINSBURG
VOLUME LI. Purine and Pyrimidine Nucleotide Metabolism
Edited by PATRICIA A. HOFFEE AND MARY ELLEN JONES
VOLUME LII. Biomembranes (Part C: Biological Oxidations)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
Methods in Enzymology xxi
18. VOLUME LIII. Biomembranes (Part D: Biological Oxidations)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME LIV. Biomembranes (Part E: Biological Oxidations)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME LV. Biomembranes (Part F: Bioenergetics)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME LVI. Biomembranes (Part G: Bioenergetics)
Edited by SIDNEY FLEISCHER AND LESTER PACKER
VOLUME LVII. Bioluminescence and Chemiluminescence
Edited by MARLENE A. DELUCA
VOLUME LVIII. Cell Culture
Edited by WILLIAM B. JAKOBY AND IRA PASTAN
VOLUME LIX. Nucleic Acids and Protein Synthesis (Part G)
Edited by KIVIE MOLDAVE AND LAWRENCE GROSSMAN
VOLUME LX. Nucleic Acids and Protein Synthesis (Part H)
Edited by KIVIE MOLDAVE AND LAWRENCE GROSSMAN
VOLUME 61. Enzyme Structure (Part H)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME 62. Vitamins and Coenzymes (Part D)
Edited by DONALD B. MCCORMICK AND LEMUEL D. WRIGHT
VOLUME 63. Enzyme Kinetics and Mechanism (Part A: Initial Rate and
Inhibitor Methods)
Edited by DANIEL L. PURICH
VOLUME 64. Enzyme Kinetics and Mechanism
(Part B: Isotopic Probes and Complex Enzyme Systems)
Edited by DANIEL L. PURICH
VOLUME 65. Nucleic Acids (Part I)
Edited by LAWRENCE GROSSMAN AND KIVIE MOLDAVE
VOLUME 66. Vitamins and Coenzymes (Part E)
Edited by DONALD B. MCCORMICK AND LEMUEL D. WRIGHT
VOLUME 67. Vitamins and Coenzymes (Part F)
Edited by DONALD B. MCCORMICK AND LEMUEL D. WRIGHT
VOLUME 68. Recombinant DNA
Edited by RAY WU
VOLUME 69. Photosynthesis and Nitrogen Fixation (Part C)
Edited by ANTHONY SAN PIETRO
VOLUME 70. Immunochemical Techniques (Part A)
Edited by HELEN VAN VUNAKIS AND JOHN J. LANGONE
xxii Methods in Enzymology
19. VOLUME 71. Lipids (Part C)
Edited by JOHN M. LOWENSTEIN
VOLUME 72. Lipids (Part D)
Edited by JOHN M. LOWENSTEIN
VOLUME 73. Immunochemical Techniques (Part B)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 74. Immunochemical Techniques (Part C)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 75. Cumulative Subject Index Volumes XXXI, XXXII, XXXIV–LX
Edited by EDWARD A. DENNIS AND MARTHA G. DENNIS
VOLUME 76. Hemoglobins
Edited by ERALDO ANTONINI, LUIGI ROSSI-BERNARDI, AND EMILIA CHIANCONE
VOLUME 77. Detoxication and Drug Metabolism
Edited by WILLIAM B. JAKOBY
VOLUME 78. Interferons (Part A)
Edited by SIDNEY PESTKA
VOLUME 79. Interferons (Part B)
Edited by SIDNEY PESTKA
VOLUME 80. Proteolytic Enzymes (Part C)
Edited by LASZLO LORAND
VOLUME 81. Biomembranes (Part H: Visual Pigments and Purple Membranes, I)
Edited by LESTER PACKER
VOLUME 82. Structural and Contractile Proteins (Part A: Extracellular Matrix)
Edited by LEON W. CUNNINGHAM AND DIXIE W. FREDERIKSEN
VOLUME 83. Complex Carbohydrates (Part D)
Edited by VICTOR GINSBURG
VOLUME 84. Immunochemical Techniques (Part D: Selected Immunoassays)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 85. Structural and Contractile Proteins (Part B: The Contractile Apparatus
and the Cytoskeleton)
Edited by DIXIE W. FREDERIKSEN AND LEON W. CUNNINGHAM
VOLUME 86. Prostaglandins and Arachidonate Metabolites
Edited by WILLIAM E. M. LANDS AND WILLIAM L. SMITH
VOLUME 87. Enzyme Kinetics and Mechanism (Part C: Intermediates,
Stereo-chemistry, and Rate Studies)
Edited by DANIEL L. PURICH
VOLUME 88. Biomembranes (Part I: Visual Pigments and Purple Membranes, II)
Edited by LESTER PACKER
Methods in Enzymology xxiii
20. VOLUME 89. Carbohydrate Metabolism (Part D)
Edited by WILLIS A. WOOD
VOLUME 90. Carbohydrate Metabolism (Part E)
Edited by WILLIS A. WOOD
VOLUME 91. Enzyme Structure (Part I)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME 92. Immunochemical Techniques (Part E: Monoclonal Antibodies and
General Immunoassay Methods)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 93. Immunochemical Techniques (Part F: Conventional Antibodies, Fc
Receptors, and Cytotoxicity)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 94. Polyamines
Edited by HERBERT TABOR AND CELIA WHITE TABOR
VOLUME 95. Cumulative Subject Index Volumes 61–74, 76–80
Edited by EDWARD A. DENNIS AND MARTHA G. DENNIS
VOLUME 96. Biomembranes [Part J: Membrane Biogenesis: Assembly and
Targeting (General Methods; Eukaryotes)]
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 97. Biomembranes [Part K: Membrane Biogenesis: Assembly and
Targeting (Prokaryotes, Mitochondria, and Chloroplasts)]
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 98. Biomembranes (Part L: Membrane Biogenesis: Processing
and Recycling)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 99. Hormone Action (Part F: Protein Kinases)
Edited by JACKIE D. CORBIN AND JOEL G. HARDMAN
VOLUME 100. Recombinant DNA (Part B)
Edited by RAY WU, LAWRENCE GROSSMAN, AND KIVIE MOLDAVE
VOLUME 101. Recombinant DNA (Part C)
Edited by RAY WU, LAWRENCE GROSSMAN, AND KIVIE MOLDAVE
VOLUME 102. Hormone Action (Part G: Calmodulin and
Calcium-Binding Proteins)
Edited by ANTHONY R. MEANS AND BERT W. O’MALLEY
VOLUME 103. Hormone Action (Part H: Neuroendocrine Peptides)
Edited by P. MICHAEL CONN
VOLUME 104. Enzyme Purification and Related Techniques (Part C)
Edited by WILLIAM B. JAKOBY
xxiv Methods in Enzymology
21. VOLUME 105. Oxygen Radicals in Biological Systems
Edited by LESTER PACKER
VOLUME 106. Posttranslational Modifications (Part A)
Edited by FINN WOLD AND KIVIE MOLDAVE
VOLUME 107. Posttranslational Modifications (Part B)
Edited by FINN WOLD AND KIVIE MOLDAVE
VOLUME 108. Immunochemical Techniques (Part G: Separation and
Characterization of Lymphoid Cells)
Edited by GIOVANNI DI SABATO, JOHN J. LANGONE, AND HELEN VAN VUNAKIS
VOLUME 109. Hormone Action (Part I: Peptide Hormones)
Edited by LUTZ BIRNBAUMER AND BERT W. O’MALLEY
VOLUME 110. Steroids and Isoprenoids (Part A)
Edited by JOHN H. LAW AND HANS C. RILLING
VOLUME 111. Steroids and Isoprenoids (Part B)
Edited by JOHN H. LAW AND HANS C. RILLING
VOLUME 112. Drug and Enzyme Targeting (Part A)
Edited by KENNETH J. WIDDER AND RALPH GREEN
VOLUME 113. Glutamate, Glutamine, Glutathione, and Related Compounds
Edited by ALTON MEISTER
VOLUME 114. Diffraction Methods for Biological Macromolecules (Part A)
Edited by HAROLD W. WYCKOFF, C. H. W. HIRS, AND SERGE N. TIMASHEFF
VOLUME 115. Diffraction Methods for Biological Macromolecules (Part B)
Edited by HAROLD W. WYCKOFF, C. H. W. HIRS, AND SERGE N. TIMASHEFF
VOLUME 116. Immunochemical Techniques
(Part H: Effectors and Mediators of Lymphoid Cell Functions)
Edited by GIOVANNI DI SABATO, JOHN J. LANGONE, AND HELEN VAN VUNAKIS
VOLUME 117. Enzyme Structure (Part J)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME 118. Plant Molecular Biology
Edited by ARTHUR WEISSBACH AND HERBERT WEISSBACH
VOLUME 119. Interferons (Part C)
Edited by SIDNEY PESTKA
VOLUME 120. Cumulative Subject Index Volumes 81–94, 96–101
VOLUME 121. Immunochemical Techniques (Part I: Hybridoma Technology and
Monoclonal Antibodies)
Edited by JOHN J. LANGONE AND HELEN VAN VUNAKIS
VOLUME 122. Vitamins and Coenzymes (Part G)
Edited by FRANK CHYTIL AND DONALD B. MCCORMICK
Methods in Enzymology xxv
22. VOLUME 123. Vitamins and Coenzymes (Part H)
Edited by FRANK CHYTIL AND DONALD B. MCCORMICK
VOLUME 124. Hormone Action (Part J: Neuroendocrine Peptides)
Edited by P. MICHAEL CONN
VOLUME 125. Biomembranes (Part M: Transport in Bacteria, Mitochondria, and
Chloroplasts: General Approaches and Transport Systems)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 126. Biomembranes (Part N: Transport in Bacteria, Mitochondria, and
Chloroplasts: Protonmotive Force)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 127. Biomembranes (Part O: Protons and Water: Structure
and Translocation)
Edited by LESTER PACKER
VOLUME 128. Plasma Lipoproteins (Part A: Preparation, Structure, and
Molecular Biology)
Edited by JERE P. SEGREST AND JOHN J. ALBERS
VOLUME 129. Plasma Lipoproteins (Part B: Characterization, Cell Biology,
and Metabolism)
Edited by JOHN J. ALBERS AND JERE P. SEGREST
VOLUME 130. Enzyme Structure (Part K)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME 131. Enzyme Structure (Part L)
Edited by C. H. W. HIRS AND SERGE N. TIMASHEFF
VOLUME 132. Immunochemical Techniques (Part J: Phagocytosis and
Cell-Mediated Cytotoxicity)
Edited by GIOVANNI DI SABATO AND JOHANNES EVERSE
VOLUME 133. Bioluminescence and Chemiluminescence (Part B)
Edited by MARLENE DELUCA AND WILLIAM D. MCELROY
VOLUME 134. Structural and Contractile Proteins (Part C: The Contractile
Apparatus and the Cytoskeleton)
Edited by RICHARD B. VALLEE
VOLUME 135. Immobilized Enzymes and Cells (Part B)
Edited by KLAUS MOSBACH
VOLUME 136. Immobilized Enzymes and Cells (Part C)
Edited by KLAUS MOSBACH
VOLUME 137. Immobilized Enzymes and Cells (Part D)
Edited by KLAUS MOSBACH
VOLUME 138. Complex Carbohydrates (Part E)
Edited by VICTOR GINSBURG
xxvi Methods in Enzymology
23. VOLUME 139. Cellular Regulators (Part A: Calcium- and
Calmodulin-Binding Proteins)
Edited by ANTHONY R. MEANS AND P. MICHAEL CONN
VOLUME 140. Cumulative Subject Index Volumes 102–119, 121–134
VOLUME 141. Cellular Regulators (Part B: Calcium and Lipids)
Edited by P. MICHAEL CONN AND ANTHONY R. MEANS
VOLUME 142. Metabolism of Aromatic Amino Acids and Amines
Edited by SEYMOUR KAUFMAN
VOLUME 143. Sulfur and Sulfur Amino Acids
Edited by WILLIAM B. JAKOBY AND OWEN GRIFFITH
VOLUME 144. Structural and Contractile Proteins (Part D: Extracellular Matrix)
Edited by LEON W. CUNNINGHAM
VOLUME 145. Structural and Contractile Proteins (Part E: Extracellular Matrix)
Edited by LEON W. CUNNINGHAM
VOLUME 146. Peptide Growth Factors (Part A)
Edited by DAVID BARNES AND DAVID A. SIRBASKU
VOLUME 147. Peptide Growth Factors (Part B)
Edited by DAVID BARNES AND DAVID A. SIRBASKU
VOLUME 148. Plant Cell Membranes
Edited by LESTER PACKER AND ROLAND DOUCE
VOLUME 149. Drug and Enzyme Targeting (Part B)
Edited by RALPH GREEN AND KENNETH J. WIDDER
VOLUME 150. Immunochemical Techniques (Part K: In Vitro Models of B and
T Cell Functions and Lymphoid Cell Receptors)
Edited by GIOVANNI DI SABATO
VOLUME 151. Molecular Genetics of Mammalian Cells
Edited by MICHAEL M. GOTTESMAN
VOLUME 152. Guide to Molecular Cloning Techniques
Edited by SHELBY L. BERGER AND ALAN R. KIMMEL
VOLUME 153. Recombinant DNA (Part D)
Edited by RAY WU AND LAWRENCE GROSSMAN
VOLUME 154. Recombinant DNA (Part E)
Edited by RAY WU AND LAWRENCE GROSSMAN
VOLUME 155. Recombinant DNA (Part F)
Edited by RAY WU
VOLUME 156. Biomembranes (Part P: ATP-Driven Pumps and Related Transport:
The Na, K-Pump)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
Methods in Enzymology xxvii
24. VOLUME 157. Biomembranes (Part Q: ATP-Driven Pumps and Related Transport:
Calcium, Proton, and Potassium Pumps)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 158. Metalloproteins (Part A)
Edited by JAMES F. RIORDAN AND BERT L. VALLEE
VOLUME 159. Initiation and Termination of Cyclic Nucleotide Action
Edited by JACKIE D. CORBIN AND ROGER A. JOHNSON
VOLUME 160. Biomass (Part A: Cellulose and Hemicellulose)
Edited by WILLIS A. WOOD AND SCOTT T. KELLOGG
VOLUME 161. Biomass (Part B: Lignin, Pectin, and Chitin)
Edited by WILLIS A. WOOD AND SCOTT T. KELLOGG
VOLUME 162. Immunochemical Techniques (Part L: Chemotaxis
and Inflammation)
Edited by GIOVANNI DI SABATO
VOLUME 163. Immunochemical Techniques (Part M: Chemotaxis
and Inflammation)
Edited by GIOVANNI DI SABATO
VOLUME 164. Ribosomes
Edited by HARRY F. NOLLER, JR., AND KIVIE MOLDAVE
VOLUME 165. Microbial Toxins: Tools for Enzymology
Edited by SIDNEY HARSHMAN
VOLUME 166. Branched-Chain Amino Acids
Edited by ROBERT HARRIS AND JOHN R. SOKATCH
VOLUME 167. Cyanobacteria
Edited by LESTER PACKER AND ALEXANDER N. GLAZER
VOLUME 168. Hormone Action (Part K: Neuroendocrine Peptides)
Edited by P. MICHAEL CONN
VOLUME 169. Platelets: Receptors, Adhesion, Secretion (Part A)
Edited by JACEK HAWIGER
VOLUME 170. Nucleosomes
Edited by PAUL M. WASSARMAN AND ROGER D. KORNBERG
VOLUME 171. Biomembranes (Part R: Transport Theory: Cells and Model
Membranes)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 172. Biomembranes (Part S: Transport: Membrane Isolation
and Characterization)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
xxviii Methods in Enzymology
25. VOLUME 173. Biomembranes [Part T: Cellular and Subcellular Transport:
Eukaryotic (Nonepithelial) Cells]
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 174. Biomembranes [Part U: Cellular and Subcellular Transport:
Eukaryotic (Nonepithelial) Cells]
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 175. Cumulative Subject Index Volumes 135–139, 141–167
VOLUME 176. Nuclear Magnetic Resonance (Part A: Spectral Techniques and
Dynamics)
Edited by NORMAN J. OPPENHEIMER AND THOMAS L. JAMES
VOLUME 177. Nuclear Magnetic Resonance (Part B: Structure and Mechanism)
Edited by NORMAN J. OPPENHEIMER AND THOMAS L. JAMES
VOLUME 178. Antibodies, Antigens, and Molecular Mimicry
Edited by JOHN J. LANGONE
VOLUME 179. Complex Carbohydrates (Part F)
Edited by VICTOR GINSBURG
VOLUME 180. RNA Processing (Part A: General Methods)
Edited by JAMES E. DAHLBERG AND JOHN N. ABELSON
VOLUME 181. RNA Processing (Part B: Specific Methods)
Edited by JAMES E. DAHLBERG AND JOHN N. ABELSON
VOLUME 182. Guide to Protein Purification
Edited by MURRAY P. DEUTSCHER
VOLUME 183. Molecular Evolution: Computer Analysis of Protein and
Nucleic Acid Sequences
Edited by RUSSELL F. DOOLITTLE
VOLUME 184. Avidin-Biotin Technology
Edited by MEIR WILCHEK AND EDWARD A. BAYER
VOLUME 185. Gene Expression Technology
Edited by DAVID V. GOEDDEL
VOLUME 186. Oxygen Radicals in Biological Systems (Part B: Oxygen Radicals and
Antioxidants)
Edited by LESTER PACKER AND ALEXANDER N. GLAZER
VOLUME 187. Arachidonate Related Lipid Mediators
Edited by ROBERT C. MURPHY AND FRANK A. FITZPATRICK
VOLUME 188. Hydrocarbons and Methylotrophy
Edited by MARY E. LIDSTROM
VOLUME 189. Retinoids (Part A: Molecular and Metabolic Aspects)
Edited by LESTER PACKER
Methods in Enzymology xxix
26. VOLUME 190. Retinoids (Part B: Cell Differentiation and Clinical Applications)
Edited by LESTER PACKER
VOLUME 191. Biomembranes (Part V: Cellular and Subcellular Transport:
Epithelial Cells)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 192. Biomembranes (Part W: Cellular and Subcellular Transport:
Epithelial Cells)
Edited by SIDNEY FLEISCHER AND BECCA FLEISCHER
VOLUME 193. Mass Spectrometry
Edited by JAMES A. MCCLOSKEY
VOLUME 194. Guide to Yeast Genetics and Molecular Biology
Edited by CHRISTINE GUTHRIE AND GERALD R. FINK
VOLUME 195. Adenylyl Cyclase, G Proteins, and Guanylyl Cyclase
Edited by ROGER A. JOHNSON AND JACKIE D. CORBIN
VOLUME 196. Molecular Motors and the Cytoskeleton
Edited by RICHARD B. VALLEE
VOLUME 197. Phospholipases
Edited by EDWARD A. DENNIS
VOLUME 198. Peptide Growth Factors (Part C)
Edited by DAVID BARNES, J. P. MATHER, AND GORDON H. SATO
VOLUME 199. Cumulative Subject Index Volumes 168–174, 176–194
VOLUME 200. Protein Phosphorylation (Part A: Protein Kinases: Assays,
Purification, Antibodies, Functional Analysis, Cloning, and Expression)
Edited by TONY HUNTER AND BARTHOLOMEW M. SEFTON
VOLUME 201. Protein Phosphorylation (Part B: Analysis of Protein
Phosphorylation, Protein Kinase Inhibitors, and Protein Phosphatases)
Edited by TONY HUNTER AND BARTHOLOMEW M. SEFTON
VOLUME 202. Molecular Design and Modeling: Concepts and Applications
(Part A: Proteins, Peptides, and Enzymes)
Edited by JOHN J. LANGONE
VOLUME 203. Molecular Design and Modeling: Concepts and Applications
(Part B: Antibodies and Antigens, Nucleic Acids, Polysaccharides, and Drugs)
Edited by JOHN J. LANGONE
VOLUME 204. Bacterial Genetic Systems
Edited by JEFFREY H. MILLER
VOLUME 205. Metallobiochemistry (Part B: Metallothionein and
Related Molecules)
Edited by JAMES F. RIORDAN AND BERT L. VALLEE
xxx Methods in Enzymology
27. VOLUME 206. Cytochrome P450
Edited by MICHAEL R. WATERMAN AND ERIC F. JOHNSON
VOLUME 207. Ion Channels
Edited by BERNARDO RUDY AND LINDA E. IVERSON
VOLUME 208. Protein–DNA Interactions
Edited by ROBERT T. SAUER
VOLUME 209. Phospholipid Biosynthesis
Edited by EDWARD A. DENNIS AND DENNIS E. VANCE
VOLUME 210. Numerical Computer Methods
Edited by LUDWIG BRAND AND MICHAEL L. JOHNSON
VOLUME 211. DNA Structures (Part A: Synthesis and Physical Analysis of DNA)
Edited by DAVID M. J. LILLEY AND JAMES E. DAHLBERG
VOLUME 212. DNA Structures (Part B: Chemical and Electrophoretic
Analysis of DNA)
Edited by DAVID M. J. LILLEY AND JAMES E. DAHLBERG
VOLUME 213. Carotenoids (Part A: Chemistry, Separation, Quantitation,
and Antioxidation)
Edited by LESTER PACKER
VOLUME 214. Carotenoids (Part B: Metabolism, Genetics, and Biosynthesis)
Edited by LESTER PACKER
VOLUME 215. Platelets: Receptors, Adhesion, Secretion (Part B)
Edited by JACEK J. HAWIGER
VOLUME 216. Recombinant DNA (Part G)
Edited by RAY WU
VOLUME 217. Recombinant DNA (Part H)
Edited by RAY WU
VOLUME 218. Recombinant DNA (Part I)
Edited by RAY WU
VOLUME 219. Reconstitution of Intracellular Transport
Edited by JAMES E. ROTHMAN
VOLUME 220. Membrane Fusion Techniques (Part A)
Edited by NEJAT DÜZGÜNES,
VOLUME 221. Membrane Fusion Techniques (Part B)
Edited by NEJAT DÜZGÜNES,
VOLUME 222. Proteolytic Enzymes in Coagulation, Fibrinolysis, and Complement
Activation (Part A: Mammalian Blood Coagulation Factors and Inhibitors)
Edited by LASZLO LORAND AND KENNETH G. MANN
Methods in Enzymology xxxi
28. VOLUME 223. Proteolytic Enzymes in Coagulation, Fibrinolysis, and Complement
Activation (Part B: Complement Activation, Fibrinolysis, and Nonmammalian
Blood Coagulation Factors)
Edited by LASZLO LORAND AND KENNETH G. MANN
VOLUME 224. Molecular Evolution: Producing the Biochemical Data
Edited by ELIZABETH ANNE ZIMMER, THOMAS J. WHITE, REBECCA L. CANN,
AND ALLAN C. WILSON
VOLUME 225. Guide to Techniques in Mouse Development
Edited by PAUL M. WASSARMAN AND MELVIN L. DEPAMPHILIS
VOLUME 226. Metallobiochemistry (Part C: Spectroscopic and Physical Methods
for Probing Metal Ion Environments in Metalloenzymes and Metalloproteins)
Edited by JAMES F. RIORDAN AND BERT L. VALLEE
VOLUME 227. Metallobiochemistry (Part D: Physical and Spectroscopic Methods
for Probing Metal Ion Environments in Metalloproteins)
Edited by JAMES F. RIORDAN AND BERT L. VALLEE
VOLUME 228. Aqueous Two-Phase Systems
Edited by HARRY WALTER AND GÖTE JOHANSSON
VOLUME 229. Cumulative Subject Index Volumes 195–198, 200–227
VOLUME 230. Guide to Techniques in Glycobiology
Edited by WILLIAM J. LENNARZ AND GERALD W. HART
VOLUME 231. Hemoglobins (Part B: Biochemical and Analytical Methods)
Edited by JOHANNES EVERSE, KIM D. VANDEGRIFF, AND ROBERT M. WINSLOW
VOLUME 232. Hemoglobins (Part C: Biophysical Methods)
Edited by JOHANNES EVERSE, KIM D. VANDEGRIFF, AND ROBERT M. WINSLOW
VOLUME 233. Oxygen Radicals in Biological Systems (Part C)
Edited by LESTER PACKER
VOLUME 234. Oxygen Radicals in Biological Systems (Part D)
Edited by LESTER PACKER
VOLUME 235. Bacterial Pathogenesis (Part A: Identification and Regulation of
Virulence Factors)
Edited by VIRGINIA L. CLARK AND PATRIK M. BAVOIL
VOLUME 236. Bacterial Pathogenesis (Part B: Integration of Pathogenic Bacteria
with Host Cells)
Edited by VIRGINIA L. CLARK AND PATRIK M. BAVOIL
VOLUME 237. Heterotrimeric G Proteins
Edited by RAVI IYENGAR
VOLUME 238. Heterotrimeric G-Protein Effectors
Edited by RAVI IYENGAR
xxxii Methods in Enzymology
29. VOLUME 239. Nuclear Magnetic Resonance (Part C)
Edited by THOMAS L. JAMES AND NORMAN J. OPPENHEIMER
VOLUME 240. Numerical Computer Methods (Part B)
Edited by MICHAEL L. JOHNSON AND LUDWIG BRAND
VOLUME 241. Retroviral Proteases
Edited by LAWRENCE C. KUO AND JULES A. SHAFER
VOLUME 242. Neoglycoconjugates (Part A)
Edited by Y. C. LEE AND REIKO T. LEE
VOLUME 243. Inorganic Microbial Sulfur Metabolism
Edited by HARRY D. PECK, JR., AND JEAN LEGALL
VOLUME 244. Proteolytic Enzymes: Serine and Cysteine Peptidases
Edited by ALAN J. BARRETT
VOLUME 245. Extracellular Matrix Components
Edited by E. RUOSLAHTI AND E. ENGVALL
VOLUME 246. Biochemical Spectroscopy
Edited by KENNETH SAUER
VOLUME 247. Neoglycoconjugates (Part B: Biomedical Applications)
Edited by Y. C. LEE AND REIKO T. LEE
VOLUME 248. Proteolytic Enzymes: Aspartic and Metallo Peptidases
Edited by ALAN J. BARRETT
VOLUME 249. Enzyme Kinetics and Mechanism (Part D: Developments in
Enzyme Dynamics)
Edited by DANIEL L. PURICH
VOLUME 250. Lipid Modifications of Proteins
Edited by PATRICK J. CASEY AND JANICE E. BUSS
VOLUME 251. Biothiols (Part A: Monothiols and Dithiols, Protein Thiols, and
Thiyl Radicals)
Edited by LESTER PACKER
VOLUME 252. Biothiols (Part B: Glutathione and Thioredoxin; Thiols in Signal
Transduction and Gene Regulation)
Edited by LESTER PACKER
VOLUME 253. Adhesion of Microbial Pathogens
Edited by RON J. DOYLE AND ITZHAK OFEK
VOLUME 254. Oncogene Techniques
Edited by PETER K. VOGT AND INDER M. VERMA
VOLUME 255. Small GTPases and Their Regulators (Part A: Ras Family)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
Methods in Enzymology xxxiii
30. VOLUME 256. Small GTPases and Their Regulators (Part B: Rho Family)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 257. Small GTPases and Their Regulators (Part C: Proteins Involved
in Transport)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 258. Redox-Active Amino Acids in Biology
Edited by JUDITH P. KLINMAN
VOLUME 259. Energetics of Biological Macromolecules
Edited by MICHAEL L. JOHNSON AND GARY K. ACKERS
VOLUME 260. Mitochondrial Biogenesis and Genetics (Part A)
Edited by GIUSEPPE M. ATTARDI AND ANNE CHOMYN
VOLUME 261. Nuclear Magnetic Resonance and Nucleic Acids
Edited by THOMAS L. JAMES
VOLUME 262. DNA Replication
Edited by JUDITH L. CAMPBELL
VOLUME 263. Plasma Lipoproteins (Part C: Quantitation)
Edited by WILLIAM A. BRADLEY, SANDRA H. GIANTURCO, AND JERE P. SEGREST
VOLUME 264. Mitochondrial Biogenesis and Genetics (Part B)
Edited by GIUSEPPE M. ATTARDI AND ANNE CHOMYN
VOLUME 265. Cumulative Subject Index Volumes 228, 230–262
VOLUME 266. Computer Methods for Macromolecular Sequence Analysis
Edited by RUSSELL F. DOOLITTLE
VOLUME 267. Combinatorial Chemistry
Edited by JOHN N. ABELSON
VOLUME 268. Nitric Oxide (Part A: Sources and Detection of NO; NO Synthase)
Edited by LESTER PACKER
VOLUME 269. Nitric Oxide (Part B: Physiological and Pathological Processes)
Edited by LESTER PACKER
VOLUME 270. High Resolution Separation and Analysis of Biological
Macromolecules (Part A: Fundamentals)
Edited by BARRY L. KARGER AND WILLIAM S. HANCOCK
VOLUME 271. High Resolution Separation and Analysis of Biological
Macromolecules (Part B: Applications)
Edited by BARRY L. KARGER AND WILLIAM S. HANCOCK
VOLUME 272. Cytochrome P450 (Part B)
Edited by ERIC F. JOHNSON AND MICHAEL R. WATERMAN
VOLUME 273. RNA Polymerase and Associated Factors (Part A)
Edited by SANKAR ADHYA
xxxiv Methods in Enzymology
31. VOLUME 274. RNA Polymerase and Associated Factors (Part B)
Edited by SANKAR ADHYA
VOLUME 275. Viral Polymerases and Related Proteins
Edited by LAWRENCE C. KUO, DAVID B. OLSEN, AND STEVEN S. CARROLL
VOLUME 276. Macromolecular Crystallography (Part A)
Edited by CHARLES W. CARTER, JR., AND ROBERT M. SWEET
VOLUME 277. Macromolecular Crystallography (Part B)
Edited by CHARLES W. CARTER, JR., AND ROBERT M. SWEET
VOLUME 278. Fluorescence Spectroscopy
Edited by LUDWIG BRAND AND MICHAEL L. JOHNSON
VOLUME 279. Vitamins and Coenzymes (Part I)
Edited by DONALD B. MCCORMICK, JOHN W. SUTTIE, AND CONRAD WAGNER
VOLUME 280. Vitamins and Coenzymes (Part J)
Edited by DONALD B. MCCORMICK, JOHN W. SUTTIE, AND CONRAD WAGNER
VOLUME 281. Vitamins and Coenzymes (Part K)
Edited by DONALD B. MCCORMICK, JOHN W. SUTTIE, AND CONRAD WAGNER
VOLUME 282. Vitamins and Coenzymes (Part L)
Edited by DONALD B. MCCORMICK, JOHN W. SUTTIE, AND CONRAD WAGNER
VOLUME 283. Cell Cycle Control
Edited by WILLIAM G. DUNPHY
VOLUME 284. Lipases (Part A: Biotechnology)
Edited by BYRON RUBIN AND EDWARD A. DENNIS
VOLUME 285. Cumulative Subject Index Volumes 263, 264, 266–284, 286–289
VOLUME 286. Lipases (Part B: Enzyme Characterization and Utilization)
Edited by BYRON RUBIN AND EDWARD A. DENNIS
VOLUME 287. Chemokines
Edited by RICHARD HORUK
VOLUME 288. Chemokine Receptors
Edited by RICHARD HORUK
VOLUME 289. Solid Phase Peptide Synthesis
Edited by GREGG B. FIELDS
VOLUME 290. Molecular Chaperones
Edited by GEORGE H. LORIMER AND THOMAS BALDWIN
VOLUME 291. Caged Compounds
Edited by GERARD MARRIOTT
VOLUME 292. ABC Transporters: Biochemical, Cellular, and Molecular Aspects
Edited by SURESH V. AMBUDKAR AND MICHAEL M. GOTTESMAN
Methods in Enzymology xxxv
32. VOLUME 293. Ion Channels (Part B)
Edited by P. MICHAEL CONN
VOLUME 294. Ion Channels (Part C)
Edited by P. MICHAEL CONN
VOLUME 295. Energetics of Biological Macromolecules (Part B)
Edited by GARY K. ACKERS AND MICHAEL L. JOHNSON
VOLUME 296. Neurotransmitter Transporters
Edited by SUSAN G. AMARA
VOLUME 297. Photosynthesis: Molecular Biology of Energy Capture
Edited by LEE MCINTOSH
VOLUME 298. Molecular Motors and the Cytoskeleton (Part B)
Edited by RICHARD B. VALLEE
VOLUME 299. Oxidants and Antioxidants (Part A)
Edited by LESTER PACKER
VOLUME 300. Oxidants and Antioxidants (Part B)
Edited by LESTER PACKER
VOLUME 301. Nitric Oxide: Biological and Antioxidant Activities (Part C)
Edited by LESTER PACKER
VOLUME 302. Green Fluorescent Protein
Edited by P. MICHAEL CONN
VOLUME 303. cDNA Preparation and Display
Edited by SHERMAN M. WEISSMAN
VOLUME 304. Chromatin
Edited by PAUL M. WASSARMAN AND ALAN P. WOLFFE
VOLUME 305. Bioluminescence and Chemiluminescence (Part C)
Edited by THOMAS O. BALDWIN AND MIRIAM M. ZIEGLER
VOLUME 306. Expression of Recombinant Genes in Eukaryotic Systems
Edited by JOSEPH C. GLORIOSO AND MARTIN C. SCHMIDT
VOLUME 307. Confocal Microscopy
Edited by P. MICHAEL CONN
VOLUME 308. Enzyme Kinetics and Mechanism (Part E: Energetics of
Enzyme Catalysis)
Edited by DANIEL L. PURICH AND VERN L. SCHRAMM
VOLUME 309. Amyloid, Prions, and Other Protein Aggregates
Edited by RONALD WETZEL
VOLUME 310. Biofilms
Edited by RON J. DOYLE
xxxvi Methods in Enzymology
33. VOLUME 311. Sphingolipid Metabolism and Cell Signaling (Part A)
Edited by ALFRED H. MERRILL, JR., AND YUSUF A. HANNUN
VOLUME 312. Sphingolipid Metabolism and Cell Signaling (Part B)
Edited by ALFRED H. MERRILL, JR., AND YUSUF A. HANNUN
VOLUME 313. Antisense Technology
(Part A: General Methods, Methods of Delivery, and RNA Studies)
Edited by M. IAN PHILLIPS
VOLUME 314. Antisense Technology (Part B: Applications)
Edited by M. IAN PHILLIPS
VOLUME 315. Vertebrate Phototransduction and the Visual Cycle (Part A)
Edited by KRZYSZTOF PALCZEWSKI
VOLUME 316. Vertebrate Phototransduction and the Visual Cycle (Part B)
Edited by KRZYSZTOF PALCZEWSKI
VOLUME 317. RNA–Ligand Interactions (Part A: Structural Biology Methods)
Edited by DANIEL W. CELANDER AND JOHN N. ABELSON
VOLUME 318. RNA–Ligand Interactions (Part B: Molecular Biology Methods)
Edited by DANIEL W. CELANDER AND JOHN N. ABELSON
VOLUME 319. Singlet Oxygen, UV-A, and Ozone
Edited by LESTER PACKER AND HELMUT SIES
VOLUME 320. Cumulative Subject Index Volumes 290–319
VOLUME 321. Numerical Computer Methods (Part C)
Edited by MICHAEL L. JOHNSON AND LUDWIG BRAND
VOLUME 322. Apoptosis
Edited by JOHN C. REED
VOLUME 323. Energetics of Biological Macromolecules (Part C)
Edited by MICHAEL L. JOHNSON AND GARY K. ACKERS
VOLUME 324. Branched-Chain Amino Acids (Part B)
Edited by ROBERT A. HARRIS AND JOHN R. SOKATCH
VOLUME 325. Regulators and Effectors of Small GTPases
(Part D: Rho Family)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 326. Applications of Chimeric Genes and Hybrid Proteins
(Part A: Gene Expression and Protein Purification)
Edited by JEREMY THORNER, SCOTT D. EMR, AND JOHN N. ABELSON
VOLUME 327. Applications of Chimeric Genes and Hybrid Proteins
(Part B: Cell Biology and Physiology)
Edited by JEREMY THORNER, SCOTT D. EMR, AND JOHN N. ABELSON
Methods in Enzymology xxxvii
34. VOLUME 328. Applications of Chimeric Genes and Hybrid Proteins (Part C:
Protein–Protein Interactions and Genomics)
Edited by JEREMY THORNER, SCOTT D. EMR, AND JOHN N. ABELSON
VOLUME 329. Regulators and Effectors of Small GTPases (Part E: GTPases
Involved in Vesicular Traffic)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 330. Hyperthermophilic Enzymes (Part A)
Edited by MICHAEL W. W. ADAMS AND ROBERT M. KELLY
VOLUME 331. Hyperthermophilic Enzymes (Part B)
Edited by MICHAEL W. W. ADAMS AND ROBERT M. KELLY
VOLUME 332. Regulators and Effectors of Small GTPases (Part F: Ras Family I)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 333. Regulators and Effectors of Small GTPases (Part G: Ras Family II)
Edited by W. E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 334. Hyperthermophilic Enzymes (Part C)
Edited by MICHAEL W. W. ADAMS AND ROBERT M. KELLY
VOLUME 335. Flavonoids and Other Polyphenols
Edited by LESTER PACKER
VOLUME 336. Microbial Growth in Biofilms (Part A: Developmental and
Molecular Biological Aspects)
Edited by RON J. DOYLE
VOLUME 337. Microbial Growth in Biofilms (Part B: Special Environments and
Physicochemical Aspects)
Edited by RON J. DOYLE
VOLUME 338. Nuclear Magnetic Resonance of Biological Macromolecules (Part A)
Edited by THOMAS L. JAMES, VOLKER DÖTSCH, AND ULI SCHMITZ
VOLUME 339. Nuclear Magnetic Resonance of Biological Macromolecules (Part B)
Edited by THOMAS L. JAMES, VOLKER DÖTSCH, AND ULI SCHMITZ
VOLUME 340. Drug–Nucleic Acid Interactions
Edited by JONATHAN B. CHAIRES AND MICHAEL J. WARING
VOLUME 341. Ribonucleases (Part A)
Edited by ALLEN W. NICHOLSON
VOLUME 342. Ribonucleases (Part B)
Edited by ALLEN W. NICHOLSON
VOLUME 343. G Protein Pathways (Part A: Receptors)
Edited by RAVI IYENGAR AND JOHN D. HILDEBRANDT
VOLUME 344. G Protein Pathways (Part B: G Proteins and Their Regulators)
Edited by RAVI IYENGAR AND JOHN D. HILDEBRANDT
xxxviii Methods in Enzymology
35. VOLUME 345. G Protein Pathways (Part C: Effector Mechanisms)
Edited by RAVI IYENGAR AND JOHN D. HILDEBRANDT
VOLUME 346. Gene Therapy Methods
Edited by M. IAN PHILLIPS
VOLUME 347. Protein Sensors and Reactive Oxygen Species (Part A:
Selenoproteins and Thioredoxin)
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 348. Protein Sensors and Reactive Oxygen Species (Part B: Thiol
Enzymes and Proteins)
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 349. Superoxide Dismutase
Edited by LESTER PACKER
VOLUME 350. Guide to Yeast Genetics and Molecular and Cell Biology (Part B)
Edited by CHRISTINE GUTHRIE AND GERALD R. FINK
VOLUME 351. Guide to Yeast Genetics and Molecular and Cell Biology (Part C)
Edited by CHRISTINE GUTHRIE AND GERALD R. FINK
VOLUME 352. Redox Cell Biology and Genetics (Part A)
Edited by CHANDAN K. SEN AND LESTER PACKER
VOLUME 353. Redox Cell Biology and Genetics (Part B)
Edited by CHANDAN K. SEN AND LESTER PACKER
VOLUME 354. Enzyme Kinetics and Mechanisms (Part F: Detection and
Characterization of Enzyme Reaction Intermediates)
Edited by DANIEL L. PURICH
VOLUME 355. Cumulative Subject Index Volumes 321–354
VOLUME 356. Laser Capture Microscopy and Microdissection
Edited by P. MICHAEL CONN
VOLUME 357. Cytochrome P450, Part C
Edited by ERIC F. JOHNSON AND MICHAEL R. WATERMAN
VOLUME 358. Bacterial Pathogenesis (Part C: Identification, Regulation, and
Function of Virulence Factors)
Edited by VIRGINIA L. CLARK AND PATRIK M. BAVOIL
VOLUME 359. Nitric Oxide (Part D)
Edited by ENRIQUE CADENAS AND LESTER PACKER
VOLUME 360. Biophotonics (Part A)
Edited by GERARD MARRIOTT AND IAN PARKER
VOLUME 361. Biophotonics (Part B)
Edited by GERARD MARRIOTT AND IAN PARKER
Methods in Enzymology xxxix
36. VOLUME 362. Recognition of Carbohydrates in Biological Systems (Part A)
Edited by YUAN C. LEE AND REIKO T. LEE
VOLUME 363. Recognition of Carbohydrates in Biological Systems (Part B)
Edited by YUAN C. LEE AND REIKO T. LEE
VOLUME 364. Nuclear Receptors
Edited by DAVID W. RUSSELL AND DAVID J. MANGELSDORF
VOLUME 365. Differentiation of Embryonic Stem Cells
Edited by PAUL M. WASSAUMAN AND GORDON M. KELLER
VOLUME 366. Protein Phosphatases
Edited by SUSANNE KLUMPP AND JOSEF KRIEGLSTEIN
VOLUME 367. Liposomes (Part A)
Edited by NEJAT DÜZGÜNES,
VOLUME 368. Macromolecular Crystallography (Part C)
Edited by CHARLES W. CARTER, JR., AND ROBERT M. SWEET
VOLUME 369. Combinational Chemistry (Part B)
Edited by GUILLERMO A. MORALES AND BARRY A. BUNIN
VOLUME 370. RNA Polymerases and Associated Factors (Part C)
Edited by SANKAR L. ADHYA AND SUSAN GARGES
VOLUME 371. RNA Polymerases and Associated Factors (Part D)
Edited by SANKAR L. ADHYA AND SUSAN GARGES
VOLUME 372. Liposomes (Part B)
Edited by NEJAT DÜZGÜNES,
VOLUME 373. Liposomes (Part C)
Edited by NEJAT DÜZGÜNES,
VOLUME 374. Macromolecular Crystallography (Part D)
Edited by CHARLES W. CARTER, JR., AND ROBERT W. SWEET
VOLUME 375. Chromatin and Chromatin Remodeling Enzymes (Part A)
Edited by C. DAVID ALLIS AND CARL WU
VOLUME 376. Chromatin and Chromatin Remodeling Enzymes (Part B)
Edited by C. DAVID ALLIS AND CARL WU
VOLUME 377. Chromatin and Chromatin Remodeling Enzymes (Part C)
Edited by C. DAVID ALLIS AND CARL WU
VOLUME 378. Quinones and Quinone Enzymes (Part A)
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 379. Energetics of Biological Macromolecules (Part D)
Edited by JO M. HOLT, MICHAEL L. JOHNSON, AND GARY K. ACKERS
VOLUME 380. Energetics of Biological Macromolecules (Part E)
Edited by JO M. HOLT, MICHAEL L. JOHNSON, AND GARY K. ACKERS
xl Methods in Enzymology
37. VOLUME 381. Oxygen Sensing
Edited by CHANDAN K. SEN AND GREGG L. SEMENZA
VOLUME 382. Quinones and Quinone Enzymes (Part B)
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 383. Numerical Computer Methods (Part D)
Edited by LUDWIG BRAND AND MICHAEL L. JOHNSON
VOLUME 384. Numerical Computer Methods (Part E)
Edited by LUDWIG BRAND AND MICHAEL L. JOHNSON
VOLUME 385. Imaging in Biological Research (Part A)
Edited by P. MICHAEL CONN
VOLUME 386. Imaging in Biological Research (Part B)
Edited by P. MICHAEL CONN
VOLUME 387. Liposomes (Part D)
Edited by NEJAT DÜZGÜNES,
VOLUME 388. Protein Engineering
Edited by DAN E. ROBERTSON AND JOSEPH P. NOEL
VOLUME 389. Regulators of G-Protein Signaling (Part A)
Edited by DAVID P. SIDEROVSKI
VOLUME 390. Regulators of G-Protein Signaling (Part B)
Edited by DAVID P. SIDEROVSKI
VOLUME 391. Liposomes (Part E)
Edited by NEJAT DÜZGÜNES,
VOLUME 392. RNA Interference
Edited by ENGELKE ROSSI
VOLUME 393. Circadian Rhythms
Edited by MICHAEL W. YOUNG
VOLUME 394. Nuclear Magnetic Resonance of Biological Macromolecules (Part C)
Edited by THOMAS L. JAMES
VOLUME 395. Producing the Biochemical Data (Part B)
Edited by ELIZABETH A. ZIMMER AND ERIC H. ROALSON
VOLUME 396. Nitric Oxide (Part E)
Edited by LESTER PACKER AND ENRIQUE CADENAS
VOLUME 397. Environmental Microbiology
Edited by JARED R. LEADBETTER
VOLUME 398. Ubiquitin and Protein Degradation (Part A)
Edited by RAYMOND J. DESHAIES
VOLUME 399. Ubiquitin and Protein Degradation (Part B)
Edited by RAYMOND J. DESHAIES
Methods in Enzymology xli
38. VOLUME 400. Phase II Conjugation Enzymes and Transport Systems
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 401. Glutathione Transferases and Gamma Glutamyl Transpeptidases
Edited by HELMUT SIES AND LESTER PACKER
VOLUME 402. Biological Mass Spectrometry
Edited by A. L. BURLINGAME
VOLUME 403. GTPases Regulating Membrane Targeting and Fusion
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 404. GTPases Regulating Membrane Dynamics
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 405. Mass Spectrometry: Modified Proteins and Glycoconjugates
Edited by A. L. BURLINGAME
VOLUME 406. Regulators and Effectors of Small GTPases: Rho Family
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 407. Regulators and Effectors of Small GTPases: Ras Family
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 408. DNA Repair (Part A)
Edited by JUDITH L. CAMPBELL AND PAUL MODRICH
VOLUME 409. DNA Repair (Part B)
Edited by JUDITH L. CAMPBELL AND PAUL MODRICH
VOLUME 410. DNA Microarrays (Part A: Array Platforms and Web-Bench
Protocols)
Edited by ALAN KIMMEL AND BRIAN OLIVER
VOLUME 411. DNA Microarrays (Part B: Databases and Statistics)
Edited by ALAN KIMMEL AND BRIAN OLIVER
VOLUME 412. Amyloid, Prions, and Other Protein Aggregates (Part B)
Edited by INDU KHETERPAL AND RONALD WETZEL
VOLUME 413. Amyloid, Prions, and Other Protein Aggregates (Part C)
Edited by INDU KHETERPAL AND RONALD WETZEL
VOLUME 414. Measuring Biological Responses with Automated Microscopy
Edited by JAMES INGLESE
VOLUME 415. Glycobiology
Edited by MINORU FUKUDA
VOLUME 416. Glycomics
Edited by MINORU FUKUDA
VOLUME 417. Functional Glycomics
Edited by MINORU FUKUDA
xlii Methods in Enzymology
39. VOLUME 418. Embryonic Stem Cells
Edited by IRINA KLIMANSKAYA AND ROBERT LANZA
VOLUME 419. Adult Stem Cells
Edited by IRINA KLIMANSKAYA AND ROBERT LANZA
VOLUME 420. Stem Cell Tools and Other Experimental Protocols
Edited by IRINA KLIMANSKAYA AND ROBERT LANZA
VOLUME 421. Advanced Bacterial Genetics: Use of Transposons and Phage for
Genomic Engineering
Edited by KELLY T. HUGHES
VOLUME 422. Two-Component Signaling Systems, Part A
Edited by MELVIN I. SIMON, BRIAN R. CRANE, AND ALEXANDRINE CRANE
VOLUME 423. Two-Component Signaling Systems, Part B
Edited by MELVIN I. SIMON, BRIAN R. CRANE, AND ALEXANDRINE CRANE
VOLUME 424. RNA Editing
Edited by JONATHA M. GOTT
VOLUME 425. RNA Modification
Edited by JONATHA M. GOTT
VOLUME 426. Integrins
Edited by DAVID CHERESH
VOLUME 427. MicroRNA Methods
Edited by JOHN J. ROSSI
VOLUME 428. Osmosensing and Osmosignaling
Edited by HELMUT SIES AND DIETER HAUSSINGER
VOLUME 429. Translation Initiation: Extract Systems and Molecular Genetics
Edited by JON LORSCH
VOLUME 430. Translation Initiation: Reconstituted Systems and Biophysical
Methods
Edited by JON LORSCH
VOLUME 431. Translation Initiation: Cell Biology, High-Throughput and
Chemical-Based Approaches
Edited by JON LORSCH
VOLUME 432. Lipidomics and Bioactive Lipids: Mass-Spectrometry–Based Lipid
Analysis
Edited by H. ALEX BROWN
VOLUME 433. Lipidomics and Bioactive Lipids: Specialized Analytical Methods and
Lipids in Disease
Edited by H. ALEX BROWN
Methods in Enzymology xliii
40. VOLUME 434. Lipidomics and Bioactive Lipids: Lipids and Cell Signaling
Edited by H. ALEX BROWN
VOLUME 435. Oxygen Biology and Hypoxia
Edited by HELMUT SIES AND BERNHARD BRÜNE
VOLUME 436. Globins and Other Nitric Oxide-Reactive Protiens (Part A)
Edited by ROBERT K. POOLE
VOLUME 437. Globins and Other Nitric Oxide-Reactive Protiens (Part B)
Edited by ROBERT K. POOLE
VOLUME 438. Small GTPases in Disease (Part A)
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 439. Small GTPases in Disease (Part B)
Edited by WILLIAM E. BALCH, CHANNING J. DER, AND ALAN HALL
VOLUME 440. Nitric Oxide, Part F Oxidative and Nitrosative Stress in Redox
Regulation of Cell Signaling
Edited by ENRIQUE CADENAS AND LESTER PACKER
VOLUME 441. Nitric Oxide, Part G Oxidative and Nitrosative Stress in Redox
Regulation of Cell Signaling
Edited by ENRIQUE CADENAS AND LESTER PACKER
VOLUME 442. Programmed Cell Death, General Principles for Studying Cell
Death (Part A)
Edited by ROYA KHOSRAVI-FAR, ZAHRA ZAKERI, RICHARD A. LOCKSHIN,
AND MAURO PIACENTINI
VOLUME 443. Angiogenesis: In Vitro Systems
Edited by DAVID A. CHERESH
VOLUME 444. Angiogenesis: In Vivo Systems (Part A)
Edited by DAVID A. CHERESH
VOLUME 445. Angiogenesis: In Vivo Systems (Part B)
Edited by DAVID A. CHERESH
VOLUME 446. Programmed Cell Death, The Biology and Therapeutic
Implications of Cell Death (Part B)
Edited by ROYA KHOSRAVI-FAR, ZAHRA ZAKERI, RICHARD A. LOCKSHIN,
AND MAURO PIACENTINI
VOLUME 447. RNA Turnover in Bacteria, Archaea and Organelles
Edited by LYNNE E. MAQUAT AND CECILIA M. ARRAIANO
VOLUME 448. RNA Turnover in Eukaryotes: Nucleases, Pathways
and Analysis of mRNA Decay
Edited by LYNNE E. MAQUAT AND MEGERDITCH KILEDJIAN
xliv Methods in Enzymology
41. VOLUME 449. RNA Turnover in Eukaryotes: Analysis of Specialized and Quality
Control RNA Decay Pathways
Edited by LYNNE E. MAQUAT AND MEGERDITCH KILEDJIAN
VOLUME 450. Fluorescence Spectroscopy
Edited by LUDWIG BRAND AND MICHAEL L. JOHNSON
VOLUME 451. Autophagy: Lower Eukaryotes and Non-Mammalian Systems (Part A)
Edited by DANIEL J. KLIONSKY
VOLUME 452. Autophagy in Mammalian Systems (Part B)
Edited by DANIEL J. KLIONSKY
VOLUME 453. Autophagy in Disease and Clinical Applications (Part C)
Edited by DANIEL J. KLIONSKY
VOLUME 454. Computer Methods (Part A)
Edited by MICHAEL L. JOHNSON AND LUDWIG BRAND
VOLUME 455. Biothermodynamics (Part A)
Edited by MICHAEL L. JOHNSON, JO M. HOLT, AND GARY K. ACKERS (RETIRED)
VOLUME 456. Mitochondrial Function, Part A: Mitochondrial Electron Transport
Complexes and Reactive Oxygen Species
Edited by WILLIAM S. ALLISON AND IMMO E. SCHEFFLER
VOLUME 457. Mitochondrial Function, Part B: Mitochondrial Protein Kinases,
Protein Phosphatases and Mitochondrial Diseases
Edited by WILLIAM S. ALLISON AND ANNE N. MURPHY
VOLUME 458. Complex Enzymes in Microbial Natural Product Biosynthesis,
Part A: Overview Articles and Peptides
Edited by DAVID A. HOPWOOD
VOLUME 459. Complex Enzymes in Microbial Natural Product Biosynthesis,
Part B: Polyketides, Aminocoumarins and Carbohydrates
Edited by DAVID A. HOPWOOD
VOLUME 460. Chemokines, Part A
Edited by TRACY M. HANDEL AND DAMON J. HAMEL
VOLUME 461. Chemokines, Part B
Edited by TRACY M. HANDEL AND DAMON J. HAMEL
VOLUME 462. Non-Natural Amino Acids
Edited by TOM W. MUIR AND JOHN N. ABELSON
VOLUME 463. Guide to Protein Purification, 2nd Edition
Edited by RICHARD R. BURGESS AND MURRAY P. DEUTSCHER
VOLUME 464. Liposomes, Part F
Edited by NEJAT DÜZGÜNES,
Methods in Enzymology xlv
42. VOLUME 465. Liposomes, Part G
Edited by NEJAT DÜZGÜNES,
VOLUME 466. Biothermodynamics, Part B
Edited by MICHAEL L. JOHNSON, GARY K. ACKERS, AND JO M. HOLT
VOLUME 467. Computer Methods Part B
Edited by MICHAEL L. JOHNSON AND LUDWIG BRAND
VOLUME 468. Biophysical, Chemical, and Functional Probes of RNA Structure,
Interactions and Folding: Part A
Edited by DANIEL HERSCHLAG
VOLUME 469. Biophysical, Chemical, and Functional Probes of RNA Structure,
Interactions and Folding: Part B
Edited by DANIEL HERSCHLAG
VOLUME 470. Guide to Yeast Genetics: Functional Genomics, Proteomics, and
Other Systems Analysis, 2nd Edition
Edited by GERALD FINK, JONATHAN WEISSMAN, AND CHRISTINE GUTHRIE
VOLUME 471. Two-Component Signaling Systems, Part C
Edited by MELVIN I. SIMON, BRIAN R. CRANE, AND ALEXANDRINE CRANE
xlvi Methods in Enzymology
43. C H A P T E R O N E
Characterizing Cross-Talk In Vivo:
Avoiding Pitfalls and
Overinterpretation
Albert Siryaporn and Mark Goulian
Contents
1. Overview 2
2. Sources of Cross-Talk 3
3. Cross-Talk Suppression 4
4. Transcriptional Reporters 6
5. Response Regulator Localization 8
6. Phosphatase Cross-Talk 13
7. Signal Response in Cross-Talk Networks 14
8. Concluding Remarks 14
Acknowledgments 15
References 15
Abstract
Cross-talk between noncognate histidine kinases and response regulators has
been widely reported in vitro and, in specific mutant backgrounds and condi-
tions, in vivo. However, in most cases there is little evidence supporting a
physiological role of cross-talk. Indeed, histidine kinases and response regula-
tors show remarkable specificity for their cognate partners. In vivo studies of
cross-talk have the potential to establish mechanisms that control specificity
and, if the cross-talk is observable in wild-type strains, may reveal new levels of
cross-regulation. However such studies can be complicated by effects of other
regulatory circuits and by the inactivation of mechanisms that would otherwise
suppress cross-talk. It is thus easy to mis- or overinterpret the significance of
such studies. We address potential complications associated with measuring
cross-talk and discuss some methods for identifying and unmasking sources of
cross-talk in cells using transcriptional reporters and in vivo DNA-binding
assays.
Methods in Enzymology, Volume 471 # 2010 Elsevier Inc.
ISSN 0076-6879, DOI: 10.1016/S0076-6879(10)71001-6 All rights reserved.
Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
1
44. 1. Overview
When sequence comparisons first revealed the generality of two-
component signaling, it was immediately appreciated that histidine kinases
could potentially phosphorylate noncognate response regulators (Nixon
et al., 1986) and that such cross-talk could play a role in signal integration
and processing (Stock et al., 1989) (Fig. 1.1). Early studies demonstrated the
existence of cross-talk in vitro, although the cross-phosphorylation occurred
with considerably slower kinetics compared with phosphorylation between
cognate partners (Igo et al., 1989; Ninfa et al., 1988). Cross-talk was also
observed in vivo, but only in modified strains in which various regulators
were deleted or overexpressed. In the two decades since these early con-
siderations, cross-talk has not emerged as a common theme in two-compo-
nent signaling. Despite numerous reports in the literature, in most cases
there is little evidence to support the claim that there are detectable effects
from cross-talk in wild-type strains (Laub and Goulian, 2007).
There are several factors that make attempts at identifying cross-talk
subject to mis- or overinterpretation. In vitro studies have demonstrated that
numerous histidine kinases can phosphorylate noncognate response regula-
tors, with some histidine kinases showing a considerable level of promiscu-
ity (Skerker et al., 2005; Yamamoto et al., 2005). However, as a rule,
histidine kinases show a very strong kinetic preference for their cognate
response regulator (Skerker et al., 2005). Thus, a demonstration of cross-talk
in vitro, without a comparison of the kinetics of phosphotransfer between
cognate and noncognate pairs, is not particularly compelling evidence for
cross-talk function in vivo (Laub and Goulian, 2007; Skerker et al., 2005).
There are additional complications when studying cross-talk in vivo. For
most systems, it is not feasible to directly measure response regulator
HK1
RR1
HK2
RR2
HK3
RR3
? ?
Figure 1.1 Cross-talk between noncognate histidine kinases (HKs) and response
regulators (RRs) could potentially enable complex processing of multiple input signals.
However, to date there has been relatively little evidence for cross-talk in wild-type
strains.
2 Albert Siryaporn and Mark Goulian
45. phosphorylation in cells. Instead, phosphorylation is inferred from transcrip-
tion measurements, e.g., with transcriptional reporters. However, it is often
difficult to disentangle the effects of other regulatory factors that may act at
the promoter of interest. In addition, studies in mutant strains may identify
cross-talk that is irrelevant in the context of wild-type cells. Mechanisms
have been identified that suppress cross-talk between noncognate pairs
in vivo (Groban et al., 2009; Siryaporn and Goulian, 2008). When these
mechanisms are eliminated by mutation, significant cross-talk may emerge
(Kim et al., 1996; Silva et al., 1998; Siryaporn and Goulian, 2008), which can
give the false impression that cross-talk functions in wild-type strains.
Here we describe some of the issues one should take into account when
looking for sources or effects of cross-talk. These methods can also be used
to explore various mechanisms that limit cross-talk and to explore the
molecular determinants of specificity among histidine kinases and response
regulators. This chapter covers potential sources of cross-talk, cross-talk
suppression mechanisms, and methods for measuring cross-talk in cells. In
particular, it provides specific details on how to measure the association of
response regulator-fluorescent protein fusions to DNA in vivo, a method
which can distinguish cross-talk from the effects of other regulatory path-
ways. We also briefly discuss methods for characterizing phosphatase cross-
talk and the effects of signal response on cross-talk networks.
2. Sources of Cross-Talk
A response regulator can potentially be phosphorylated by a cognate
histidine kinase, noncognate histidine kinases, and small molecule phos-
phodonors. It is generally assumed that when genes for a response regulator
and a histidine kinase are in the same operon, the encoded proteins are
cognate pairs. Situations in which more than one histidine kinase or
response regulator is encoded in an operon, however, may be more com-
plex. It is also not unusual to encounter ‘‘orphan’’ histidine kinases and
response regulators for which no clear partner has been identified. Many
microbial genomes appear to have unequal numbers of histidine kinases and
response regulators (Alm et al., 2006), which suggests that some response
regulators may have more than one source of phosphorylation and similarly
some histidine kinases may phosphorylate multiple response regulators.
In some systems, the histidine kinase is bifunctional and mediates
response regulator phosphorylation and dephosphorylation. In this case,
there could in principle be cross-talk from either the phosphotransfer or
phosphatase activities. However, we are unaware of any reports of phos-
phatase cross-talk, even in mutant strains where phosphotransfer cross-talk
has been observed. For example, the histidine kinase CpxA phosphorylates
Characterizing Cross-Talk In Vivo: Avoiding Pitfalls and Overinterpretation 3
46. and dephosphorylates its cognate response regulator CpxR. Cross-talk from
CpxA to OmpR can be detected in strains deleted for envZ and cpxR,
however, dephosphorylation of OmpR-P by CpxA is not detected
(Siryaporn and Goulian, 2008). Kinetic modeling of the histidine kinase–
response regulator interaction suggests that phosphatase activity may emerge
for sufficiently strong interaction between a bifunctional histidine kinase
and response regulator (Siryaporn et al., in preparation). Thus, the difficulty
in observing phosphatase cross-talk may reflect the relatively weak interac-
tions between noncognate partners.
A number of response regulators are phosphorylated by the small mole-
cule phosphodonor acetyl phosphate (McCleary and Stock, 1994; Wanner
and Wilmes-Riesenberg, 1992; Wolfe, 2005). The cellular concentration of
this high-energy source of phosphoryl groups is strongly dependent on
growth conditions, such as carbon source (Wolfe, 2005). Concentrations
can be quite high in some cases, which raises the possibility that acetyl
phosphate may integrate metabolic status into some two-component
systems (Fredericks et al., 2006; Klein et al., 2007; Wanner, 1992). For
most two-component systems, however, a role for acetyl phosphate has not
been established. There is also the possibility that other small molecule
phosphodonors (Lukat et al., 1992) could function to phosphorylate
response regulators in some contexts in vivo.
The ability of a phosphodonor to affect the steady-state phosphorylation
level of a particular response regulator depends on the rate of the phosphory-
lation reaction relative to the rates of other sources of phosphorylation and
dephosphorylation. While phosphorylation rates of cytoplasmic fragments of
histidine kinases are readily measured in vitro using purified components
(Laub et al., 2007), the effects of individual phosphorylation sources on levels
of phosphorylated response regulator in vivo can be quite sensitive to the strain
background and can be difficult to measure. For example, a bifunctional
histidine kinase that has high rates of phosphorylation and dephosphorylation
can give levels of phosphorylated response regulator that are comparable to
those that would arise from a histidine kinase that has weak phosphorylation
activity but lacks a mechanism for response regulator dephosphorylation
(Fig. 1.2A). However, through a careful and systematic analysis using tran-
scriptional and translational reporter fusions, the contributions from different
phosphorylation sources can in some cases be disentangled.
3. Cross-Talk Suppression
Studies have shown that cross-talk can be suppressed by cognate
histidine kinases and response regulators (Fig. 1.2B and C) (Groban et al.,
2009; Kim et al., 1996; Silva et al., 1998; Siryaporn and Goulian, 2008).
4 Albert Siryaporn and Mark Goulian
47. Mutations that relieve these suppression mechanisms could produce signals
of cross-talk that would otherwise be squelched in the wild-type strain.
Toavoid over-or misinterpretingthe resultsfromanalysisof mutant strains, it
is important to take into account the potential effects of these mechanisms.
HK1
A
B
RR1 RR1
HK1
P
P HK2
RR1 RR1 P
P
HK2
RR1 RR2
HK1
RR1
HK2
X X
Histidine kinase
buffering
Response regulator
inhibition
C
Figure 1.2 (A) Two different scenarios in which very different rates of phosphoryla-
tion can give the same steady state level of phosphorylated response regulator (RR-P).
(Left) A bifunctional histidine kinase phosphorylates and dephosphorylates a response
regulator with very high rates such that, under moderate stimulation, a moderate level
of RR-P is obtained at steady state. (Right) A histidine kinase that phosphorylates a
response regulator very weakly may, in the absence of any phosphatase activity, also
produce moderate levels of RR-P. (B, C) Suppression of cross-talk from a histidine
kinase HK2 to response regulator RR1 by cognate partners (Groban et al., 2009;
Siryaporn and Goulian, 2008). (B) The high flux of phosphorylation and dephosphory-
lation of RR1 by the bifunctional histidine kinase HK1 can suppress or buffer against
cross-talk from HK2. (C) Suppression of cross-talk by a cognate response regulator.
The cognate response regulator RR2 outcompetes the noncognate regulator RR1 for
interaction with the histidine kinase HK2. By removing RR2, significant cross-talk
from HK2 to RR1 may be detected, which would be otherwise absent in the wild-type
strain.
Characterizing Cross-Talk In Vivo: Avoiding Pitfalls and Overinterpretation 5
48. Bifunctional histidine kinases set the level of phosphorylated response
regulator through a balance of phosphorylation and dephosphorylation.
This cycle can effectively act as a buffer to suppress the effects of weaker
phosphorylation sources (Fig. 1.2B) (Groban et al., 2009; Kim et al., 1996;
Silva et al., 1998; Siryaporn and Goulian, 2008). Therefore, deletion of a
bifunctional histidine kinase could reveal phosphorylation of the response
regulator from a noncognate histidine kinase or other phosphodonor (e.g.,
Batchelor et al., 2005; Danese and Silhavy, 1998; Hutchings et al., 2006;
Wolfe et al., 2008). However, this alternate source may give a much lower
flux of phosphoryl groups and may thus be physiologically irrelevant in
wild-type strains.
A response regulator can also prevent its cognate histidine kinase from
participating in cross-talk (Fig. 1.2C). For example, cross-talk from CpxA
to OmpR is suppressed by CpxR (Siryaporn and Goulian, 2008). This is
likely to occur through competitive inhibition, in which the cognate
response regulator outcompetes noncognate response regulators for inter-
action with the histidine kinase. Thus, deletion or inactivation of a response
regulator could potentially produce cross-talk from the cognate histidine
kinase to some other response regulator. Significant overexpression of the
histidine kinase could also have a similar result.
4. Transcriptional Reporters
In most two-component systems that have been studied, the phos-
phorylated response regulator controls transcription of effecter genes.
Therefore, transcriptional reporter fusions have been a standard tool for
measuring the output of signal transduction systems. A reporter gene such as
gfp or lacZ is placed under control of a promoter of interest and expression of
the reporter is measured through fluorescence or enzyme assays.
Cross-talk can be measured using transcriptional reporter fusions.
Chromosomal fusions are preferable to constructs on multicopy plasmids
since they avoid potential effects on reporter gene expression from titrating
out response regulator and changes in plasmid copy number. It is always a
good idea to assessthe dynamic range of reporter expression sincethis gives an
indication of the sensitivity to changes in output under various conditions.
The basal expression level can be determined from measurements in a strain
deleted for the response regulator of interest. The range of activation can be
determined by making measurements for different levels of input stimulus, if
the stimulus is known, or by varying expression of a constitutively active
version of the histidine kinase, if one is available. For experiments in which
a fluorescent reporter such as gfp is used, it is preferable to grow cultures
using a growth medium with a low level of autofluorescence such as a
6 Albert Siryaporn and Mark Goulian
49. minimal salts medium (Miller, 1992), as this generally increases the sensitivity
of measurements. Rich media often give moderate levels of autofluores-
cence, which could reduce the sensitivity of fluorescence measurements.
Evidence for the presence and absence of cross-talk can be followed by
monitoring changes in transcriptional reporter expression for different
genetic backgrounds and conditions. Depending on the application, it may
be necessary to remove cross-talk suppression mechanisms described above
by deleting appropriate histidine kinases and response regulators before
cross-talk can be detected. The observation of cross-talk in this case should
not be used to conclude that there is cross-talk in the wild-type strain.
Specific histidine kinases that are potential sources of cross-talk can be tested
by changing expression levels or stimulation with signal. However, their
effects on cross-talk will depend on details of the histidine kinase and its
interaction with the noncognate response regulator, as discussed below.
A histidine kinase sets the level of phosphorylated response regulator
through phosphorylation alone (monofunctional behavior) or through a
balance of phosphorylation and dephosphorylation (bifunctional behavior).
For histidine kinases displaying monofunctional behavior, the level of
phosphorylated response regulator is expected to be quite sensitive to
histidine kinase expression level (E. Batchelor and M. Goulian, unpublished
observations; Miyashiro and Goulian, 2008). On the other hand, when the
histidine kinase has bifunctional behavior, modeling and experiments sug-
gest the level of phosphorylated response regulator can be relatively insen-
sitive to histidine kinase expression levels (Batchelor and Goulian, 2003;
Miyashiro and Goulian, 2008; Shinar et al., 2007). Thus, cross-talk may be
observed in a context of histidine kinase overexpression even though it
appears that cognate response regulator phosphorylation is unchanged.
In addition, in at least some cases, a histidine kinase can exhibit bifunctional
behavior against its cognate partner while displaying monofunctional
behavior against a noncognate partner (Siryaporn and Goulian, 2008).
The choice of carbon source may have a significant effect on the level of
acetyl phosphate in the cell (McCleary and Stock, 1994) and thus the level
of response regulator phosphorylation. The desired level of acetyl phosphate
may depend on the experimental condition being tested. In some cases,
significant levels of acetyl phosphate may provide a means of increasing the
basal level of response regulator phosphorylation and hence increase the
sensitivity to cross-talk by other phosphodonors. In other cases, one may
want to eliminate acetyl phosphate or keep its level to a minimum in order
to distinguish its effects from other sources of response regulator phosphor-
ylation. For Escherichia coli, growth using carbon sources such as glucose,
pyruvate, and acetate produce high levels of acetyl phosphate. Low levels
can be achieved by growing on glycerol. One can also modulate acetyl
phosphate levels by deleting one or both of pta and ackA, depending on the
flux of acetate through the Pta (phosphotransacetylase)–AckA (acetate
Characterizing Cross-Talk In Vivo: Avoiding Pitfalls and Overinterpretation 7
50. kinase) pathway (Wolfe et al., 2008). Deletion of pta ackA abolishes
production of acetyl phosphate. However, care should be taken in altering
the Pta–AckA pathway as this may have additional indirect effects on some
two-component systems (Wolfe et al., 2008).
While transcriptional reporter fusions can provide effective measure-
ments of two-component system output, they are also subject to the effects
of other regulatory factors. There are many examples of genes whose
expression is controlled by multiple regulatory proteins and small RNAs.
Even many relatively well-characterized systems may have additional
unidentified regulators whose effects could give the false impression of
cross-talk. In some cases, promoters may also be controlled by multiple
response regulators (e.g., Batchelor et al., 2005; Mouslim and Groisman,
2003). To distinguish between cross-talk and alternate regulatory pathways,
one may need to use additional methods to follow response regulator
phosphorylation or binding to promoters.
5. Response Regulator Localization
If a functional fluorescent protein (FP) fusion to the response regulator
of interest is available then one can use a fluorescence localization assay to
provide further support for cross-talk in vivo (Batchelor and Goulian, 2006;
Siryaporn and Goulian, 2008). The method takes advantage of the tendency
of plasmids with partitioning systems to form clusters in the cell (Pogliano,
2002). In this assay, cells express the response regulator-FP fusion and also
contain a plasmid that has one or more binding sites for the response
regulator. Plasmid clustering provides a high local density of response
regulator binding sites in the cell (Fig. 1.3A). Significant response regula-
tor-FP binding to DNA results in intense localized regions of fluorescence,
which appear as bright foci or spots under a fluorescence microscope and
can be easily quantified by image analysis (Fig. 1.3B–D). Assuming DNA
binding is modulated by response regulator phosphorylation, changes in
response regulator-FP colocalization with the plasmid can be used to infer
changes in response regulator phosphorylation.
We have been able to construct functional fluorescent protein fusions to
the C-termini of several different response regulators in E. coli, although in
all of the cases that we tested the fusions showed decreased activity. We are
unaware of any general rules regarding the choice of C- or N-termini for
the fusion, or whether or not to include a flexible linker. It is probably best
to try several different constructs. For the plasmid, we have used constructs
based on pRS415 (Batchelor and Goulian, 2006; Simons et al., 1987),
which is derived from pBR322. Many other plasmids should work as well
although they may show differing levels of clustering. Plasmid clustering can
8 Albert Siryaporn and Mark Goulian
51. be characterized through the use of lac operators and a fluorescent protein
fusion to lac repressor, as discussed below. The ability to detect fluorescent
protein localization to plasmids will depend on the binding affinity of the
Low RR-P High RR-P
Plasmid with binding
sites for LacI and RR
RR-YFP
CFP-LacI
A DIC CFP YFP
Pixel values Pixel distance2
Extracted region
B
C
18 13 10 9 10 13 18
13 8 5 4 5 8 13
10 5 2 1 2 5 10
9 4 1 0 1 4 9
10 5 2 1 2 5 10
13 8 5 4 5 8 13
18 13 10 9 10 13 18
172 252 320 348 356 325 272
212 304 377 410 434 387 326
233 336 415 513 491 428 332
249 360 446 521 497 400 276
232 339 403 431 408 317 226
202 266 297 316 283 216 165
159 184 199 207 188 151 132
100
200
300
400
500
0
600
1 2 3
0 4
Pixel
value
Radius (pixels)
RR binding sites data ( fit)
Vector only data ( fit)
RR binding sites
Vector
D
Figure 1.3 Measurement of response regulator binding to DNA in vivo. (A) Schematic
of the method, which uses a functional translational fusion of a fluorescent protein (e.g.,
YFP) to the response regulator and a plasmid containing response regulator binding
sites. The plasmid also contains lac operators, which are bound by CFP-LacI. Plasmid
clustering in the cell results in a high local concentration of binding sites, which is easily
visualized as a bright fluorescent spot in the CFP channel. Response regulator binding to
plasmid also results in a bright fluorescent spot in the YFP channel. (B) Images of cells
expressing OmpR-YFP andcontaininga plasmid with OmpRbinding sites (toprow)or an
empty control vector (bottom row). DIC—differential interference contrast image.
(C) Example of a YFP spot, corresponding to the dashed square in the upper right image
in (B), and the associated pixel values and distances from the center. (D) Gaussian fit to the
profileofpixelvaluesfrom(C).Acorrespondingfittotheneighborhoodofa maximalYFP
pixel in a cell containing the vector control is also shown.
Characterizing Cross-Talk In Vivo: Avoiding Pitfalls and Overinterpretation 9
52. phosphorylated response regulator-FP fusion as well as the extent of
phosphorylation. One can increase the sensitivity by including several
binding sites in the plasmid as needed.
It is generally advisable to include a means to monitor plasmid clustering
independently of response regulator binding to DNA. This controls for
potential changes in plasmid clustering as a result of changes in cell physiol-
ogy. This is easily accomplished by cloning lac operators into the plasmid
and expressing a fluorescent protein fusion to lac repressor. We routinely use
a CFP-LacI fusion (Batchelor and Goulian, 2006), which can be simulta-
neously imaged with a response regulator-YFP fusion. We have used an
array of tandem lac operator repeats (Robinett et al., 1996) to mark the
plasmid. This produces extremely bright foci, which is convenient as it
provides increased sensitivity and enables shorter exposures when acquiring
images. After plasmid clusters have been identified in the CFP channel, one
can then quantify the YFP fluorescence in the neighborhood of this loca-
tion. Under conditions of very high response regulator phosphorylation one
may observe additional foci that are not associated with plasmids. In at least
one case (OmpR-YFP), we have determined that these foci are due to
response regulator binding to chromosomal loci (E. Libby and M. Goulian,
manuscript in preparation).
Fluorescence localization can be visualized using techniques adapted
from general single-cell fluorescence microscopy methods (e.g., Batchelor
and Goulian, 2006; Miyashiro and Goulian, 2007).
1. Grow cultures in medium with aeration at the appropriate growth
temperature to saturation. To maximize the sensitivity of this assay, a
culture medium that gives relatively low levels of autofluorescence
should be used. A minimal salts medium is ideal in this respect and also
allows for choice of carbon source.
2. Dilute cultures at least 1:1000 into the same medium and grow to early
exponential phase (optical density of 0.1–0.3 at 600 nm for E. coli).
3. Shortly before cells reach the target density, preheat the microscope
stage to the same temperature as that used for growing the cell cultures.
Prepare 1% agarose pads made from the same growth medium and
placed between a microscope slide and cover glass. For many small-
scale experiments, it is sufficient to use 3 in. 1 in. 1 mm slides and
22 mm square #1.5 cover glass. Place 50–100 ml of molten agarose on
the center of slide and cover immediately with coverslip. Agarose pads
should be maintained at the growth temperature of the culture and may
need time to dry slightly before use. Cells will not immobilize well on
agarose pads that are too moist.
4. Carefully lift the cover glass off of the pad and place 5 ml of culture
onto cover glass. Replace cover glass back onto agarose pad with
culture between the cover glass and pad and put the slide on the
10 Albert Siryaporn and Mark Goulian
53. microscope stage immediately. The number of cells on the agarose pad
should be such that cells are easily found in most fields but are in
sufficiently low density that there is little or no contact between neigh-
boring cells. Obtaining proper cell density in images is especially impor-
tant for the fluorescence analysis that follows.
5. Acquire a phase contrast or differential interference contrast (DIC) image
and fluorescence images of the same field on a fluorescence microscope
(Fig. 1.3B). Image acquisition times should be long enough so that cell
fluorescence is significantly higher than background but brief enough so
that none of the pixel values is equal to the maximum allowed value. The
maximum pixel values are 255, 1023, 4095, and 65355 for 8-, 10- 12-,
and 16-bit images, respectively. Objective magnification and resolution
of the digital camera should be sufficient so that the shortest dimension of
individual cells is at least approximately 5 pixels. Images should be saved
without applying any contrast enhancements or other processing.
Cell fluorescence levels may be relatively weak for response regulator
fusions that are expressed at wild-type levels. In addition, fluorescent foci
are not always observable through the eyepiece and may photo-bleach
within seconds. It is important to acquire images from fields of cells that
have not been previously exposed to light from the fluorescence illumina-
tor. In particular, cells should be brought into focus using phase or DIC
imaging. The extent of fluorescence localization will vary from cell to cell
due to fluctuations in protein expression levels, plasmid copy number,
plasmid localization, or other variations in the cellular environment.
A representative measure of fluorescence localization for the population can
be attained by acquiring images of a large number of cells (e.g., 100–200)
and quantifying the extent of localization as described below.
While dramatic changes in fluorescence localization may be sufficient to
support a particular conclusion, in some cases it may be necessary to
distinguish smaller changes in localization that are not easily assessed by
eye. The fluorescence localization of cell populations can be quantified from
images using software packages such as ImageJ (National Institutes of
Health, Bethesda, MD), LabVIEW (National Instruments, Austin, TX),
and MATLAB (The MathWorks, Natick, MA), which provide convenient
libraries of imaging tools. Modules and plug-ins provided by these packages
can be stitched together through scripts or macros to process large numbers
of images quickly and accurately.
The basic assumption behind this analysis is that fluorescent foci can be
accurately represented by point-source intensity profiles. The maximum
value of the fluorescence in the cell or the maximum value in the neighbor-
hood of the plasmid cluster is taken to be the peak of the fluorescence
intensity profile. Pixel values surrounding this maximum are extracted,
assigned pixel distances, and fitted to a Gaussian function. Numerical
Characterizing Cross-Talk In Vivo: Avoiding Pitfalls and Overinterpretation 11
54. parameters derived from the best-fit intensity profiles are then used to
compute an integrated fluorescence intensity, which is a measure of the
extent of fluorescence localization. This method assumes that YFP fluores-
cence and phase contrast or DIC images have been collected. Instructions
also describe cases where the investigator has chosen to express CFP-LacI to
identify plasmid clusters as described above.
1. A phase contrast or DIC image and a YFP fluorescence image should be
available for analysis. If the CFP-LacI system was also used, then a CFP
fluorescence image should also be on hand.
2. Determine cell boundaries using the phase or DIC image. Edge detec-
tion algorithms, such as the Sobel edge filter (Castleman, 1996), can be
used for identifying cell boundaries in phase contrast images. For images
which contain relatively low or complex contrast, such as images from
DIC microscopy, cell boundaries can be identified by thresholding pixel
values (Batchelor and Goulian, 2006; Miyashiro and Goulian, 2007).
3. Once cell boundaries are determined, it is often convenient to construct
a binary (black and white) mask, which defines areas where cells are
present. Masks can be constructed from cell boundary images by filling
in regions marked by the cell boundaries.
4. Extract pixel values from corresponding fluorescence images using the
mask as a guide for cell locations. It is convenient to extract pixel values
for individual cells so that each cell can be processed individually from
this point on.
5. Determine the location of the plasmid cluster within the cell as follows:
(a) If a CFP-LacI image marking plasmid clusters has been acquired, the
brightest pixel within each cell boundary in the CFP image should
be identified. If the response regulator-YFP is colocalized with the
plasmid cluster, it should be observable in the vicinity of the LacI-
CFP peak. Identify the location of the maximum YFP peak within
the local pixel neighborhood of the CFP peak. For example, for a
cell that is represented by approximately 500 pixels, one might
choose to restrict the search area to be within a 3 3 pixel area.
This maximum YFP value is taken to be the peak of the YFP
(response regulator) intensity profile.
(b) If a CFP-LacI image is not available, identify the location of the
maximum pixel value within the cell boundary of the YFP
(response regulator) image. This is taken to be the peak of the
YFP (response regulator) intensity profile.
6. Extract pixel values surrounding the peak of the YFP intensity profile
(Fig. 1.3B). The extracted area should be large enough to encompass a
section representative of the spot and should not include areas outside of
the cell. Assign a radial distance to each pixel value with the peak pixel
value as the center (Fig. 1.3C).
12 Albert Siryaporn and Mark Goulian
56. [557] Mendieta, p. 110.
[558] Vol. 3, cap. 5, p. 234.
[559] Herrera, dec. 2, lib. 6, p. 141.
[560] Kingsborough, vol. 7, chap. 4.
[561] Teutonic Mythology, vol. 3, p. 1233.
[562] Ibid.
[563] Fables and Rites of the Incas, Padre Christoval de Molina
(Cuzco, 1570-1584), transl. by Clements R. Markham, Hakluyt
Society trans., vol. 48, London, 1873, p. 48.
[564] The common people wore a black llautu. See Garcilaso,
Comentarios, Markham's transl., Hak. Soc., vol. 41, pp. 88, 89.
[565] Ibid., p. 85.
[566] Ibid., p. 89.
[567] Quando vàn à sembrar las Tierras del Sol, vàn solos los
Principales à trabajar, i vàn con insignias blancas, i en las
espaldas unos Cordones tendidos blancos, à modo de Ministros
del Altar.—Herrera, dec. 5, lib. 4, cap. 6, pp. 94-95.
[568] Picart, Cérémonies et Coûtumes, etc., Amsterdam, 1735,
vol. 6, p. 92.
[569] Montfaucon, L'antiquité expliquée, tome 2, pt. 1, p. 33.
[570] Hawkesworth, Voyages, vol. 3, p. 229.
[571] Voyage to Congo, in Pinkerton's Voyages, vol. 16, p. 237.
[572] Pinkerton, Voyages, vol. 16, p. 388.
[573] Speke, Source of the Nile, London, 1863, p. 125.
[574] London, 1877, vol. 2, p. 131.
[575] Stanley, Through the Dark Continent, vol. 2, p. 330.
[576] Schweinfurth, Heart of Africa, London, 1873, vol. 1, p. 154.
[577] Winstanley, Abyssinia, vol. 2, p. 68.
[578] This cord is worn about the neck. Ibid., p. 257.
57. [579] Ibid., vol. 1, p. 235.
[580] Ibid., vol. 2, p. 132.
[581] Ibid., p. 165.
[582] Ibid., p. 292.
[583] Malte-Brun, Universal Geography, vol. 4, p. 259, Phila.,
1832.
[584] Grimm, Teutonic Mythology, vol. 2, p. 640.
[585] Nightingale, quoted in Madden, Shrines and Sepulchres,
vol. 1, pp. 557, 558.
[586] Leems, Account of Danish Lapland, in Pinkerton, Voyages,
London, 1808, vol. 1, p. 471.
[587] Brand, Popular Antiquities, vol. 3, p. 5. See also John
Scheffer, Lapland, Oxford, 1674, p. 58.
[588] Act IV, scene 1.
[589] Benjamin, Persia, London, 1877, p. 99.
[590] Cérémonies et Coûtumes, vol. 7, p. 320.
[591] Du Halde, History of China, London, 1736, vol. 4, pp. 244,
245, and elsewhere.
[592] Higgins, Anacalypsis, vol. 2, p. 218.
[593] Vining, An Inglorious Columbus, p. 635.
[594] Du Halde, History of China, London, 1736, vol. 1, p. 270.
[595] Univ. Geog., vol. 3, book 75, p. 144, Phila., 1832.
[596] Brinton, Myths of the New World, N. Y., 1868, p. 15.
[597] Early History of Mankind, London, 1870, p. 156.
[598] Voyages, vol. 3, p. 102.
[599] Shâyast lâ-Shâyast, cap. 4, pp. 285, 286. In Sacred Books
of the East, Max Müller's edition, vol. 5.
[600] Monier Williams, Modern India, p. 56.
[601] Ibid., pp. 179, 180.
58. [602] Cérémonies et Coûtumes, vol. 7, p. 28.
[603] Marco Polo, Travels, in Pinkerton's Voyages, vol. 7, p. 163.
[604] Picart, Cérémonies et Coûtumes, etc., vol. 6, pt. 2, p. 99.
[605] Malte-Brun, Univ. Geog., vol. 2, lib. 50, p. 235, Philadelphia,
1832.
[606] Dr. J. L. August Von Eye, The history of culture, in
Iconographic Encyc., Philadelphia, 1886, vol. 2, p. 169.
[607] Forlong, Rivers of Life, vol. 1, p. 120.
[608] Ibid., pp. 240-241.
[609] Forlong, Rivers of Life, vol. 1, p. 328.
[610] Ibid., p. 323.
[611] Dubois, People of India, p. 9.
[612] Mythology of the Hindus.
[613] Mythology of the Hindus, pp. 9, 10, 11.
[614] Ibid., p. 92.
[615] Ibid., p. 155.
[616] Ibid., pp. 135, 154, 155.
[617] Maurice, Indian Antiquities, London, 1801, vol. 5, p. 205.
[618] Ibid., vol. 4, p. 375, where a description of the mode of
weaving and twining is given.
[619] Ibid., p. 376.
[620] Ibid., vol. 5, p. 206.
[621] Notes of Richard Johnson, Voyages of Sir Hugh Willoughby
and others to the northern part of Russia and Siberia, Pinkerton's
Voyages, vol. 1, p. 63.
[622] Caron's account of Japan in Pinkerton's Voyages, vol. 7, p.
631.
[623] Rev. Father Dandini's Voyage to Mount Libanus, in
Pinkerton's Voyages, vol. 10, p. 286.
59. [624] Henry Charles Lea, History of the Inquisition in the Middle
Ages, vol. 1, p. 92, New York, 1888.
[625] Müller, Sacred Books of the East, vol. 14, Vasishtha, cap. 2,
par 6.
[626] Ibid., Baudhâyana, prasna 1, adhyâya 5, kandikâ 8, pars. 5-
10, p. 165.
[627] Saxon Leechdoms, vol. 1, pp. xli-xliii.
[628] Ibid., p. xliii.
[629] Brand, Popular Antiquities, vol. 2, pp. 108,109.
[630] Browne, Religio Medici, p. 392.
[631] Brand, op. cit., p. 110.
[632] Pliny, Nat. Hist., lib. 28, cap. 22.
[633] Ibid., lib. 28, cap. 17.
[634] Ibid.
[635] Grimm, Teutonic Mythology, vol. 3, p. 1169.
[636] Burton, Anatomy of Melancholy, London, 1827, vol. 1, p.
91; vol. 2, pp. 288, 290.
[637] Burton, Anatomy of Melancholy, London, 1827, vol. 1, p.
91; vol. 2, p. 290.
[638] Picart, Cérémonies et Coûtumes, etc., vol. 10, pp. 69-73.
[639] Dæmonology, p. 100.
[640] Brand, Pop. Ant., vol. 3, p. 299.
[641] Ibid., p. 170.
[642] Frommann, Tractatus de Fascinatione, Nuremberg, 1675, p.
731.
[643] Markham, Bogle's mission to Tibet, London, 1876, p. 85.
[644] Brand, Pop. Ant., vol. 2, p. 149.
[645] Thomas Wright, Sorcery and Magic, London, 1851, vol. 2,
p. 10.
60. [646] Brand, Pop. Ant., vol. 2, p. 143.
[647] Pennant, in Pinkerton, Voyages, vol. 3, p. 382.
[648] Hoffman, quoting Friend, in Jour. Am. Folk Lore, 1888, p.
134.
[649] Brand, Pop. Ant., vol. 2, pp. 127 et seq.
[650] Grimm, Teutonic Mythology, vol. 3, p. 1174. He also speaks
of the nouer l'aiguillette, ibid., p. 1175.
[651] Saxon Leechdoms, vol. 1, p. xliv.
[652] Black, Folk-Medicine, London, 1883, pp. 185, 186.
[653] Pliny, Nat. Hist., lib. 28, cap. 9.
[654] Brand, Pop. Ant., vol. 2, p. 67.
[655] Ibid., p. 170.
[656] Sextus Placitus, De Medicamentis ex Animalibus, Lyons,
1537, pages not numbered, article de Puello et Puellæ Virgine.
[657] Etmüller, Opera Omnia, Lyons, 1690, vol. 2, p. 279,
Schroderii Dilucidati Zoologia.
[658] Brand, Pop. Ant., vol. 2, p. 68, footnote.
[659] Ibid., p. 67.
[660] Paracelsus, Chirurgia Minora, in Opera Omnia, Geneva,
1662, vol. 2, p. 70.
[661] Ibid., p. 174.
[662] Beckherius, Medicus Microcosmus, London, 1660, p. 174.
[663] Grimm, Teutonic Mythology, vol. 3, p. 1094, footnote.
[664] Ibid., p. 1096.
[665] Pliny, Nat. Hist., lib. 30, cap. 12.
[666] Etmüller, Opera Omnia, Lyons, 1690, vol. 2, pp. 282, 283,
Schroderii Dilucidati Zoologia.
[667] Ibid., p. 278a.
[668] Black, Folk-Medicine, London, 1883, p. 113.
61. [669] Forlong, Rivers of Life, London, 1883, vol. 2, p. 313.
[670] Brand, Pop. Ant., vol. 2, p. 69.
[671] Notes and Queries, 1st series, vol. 4, p. 500.
[672] See also Black, Folk-Medicine, London, 1883, p. 79.
[673] Grimm, Teutonic Mythology, vol. 3, p. 1233.
[674] Black, Folk-Medicine, London, 1883, p. 114.
[675] Herrera, dec. 6, lib. 8, cap. 1, p. 171.
[676] Ibid., dec. 7, lib. 4, cap. 5, p. 70.
[677] Smyth, Aborigines of Victoria, vol. 1, p. 351. See also
previous references to the use of such cords by the Australians.
[678] Pliny, Nat. Hist., lib. 28, cap. 27.
[679] Highlands of Æthiopia, vol. 1, p. 247.
[680] Through the Dark Continent, vol. 1, p. 398.
[681] Pliny, Nat. Hist., lib. 28, cap. 11.
[682] Notes and Queries, 4th series, vol. 5, pp. 295, 390.
[683] Traité des Superstitions, tome 1, chap. 3, paragraph 8.
[684] Pop. Ant., vol. 3, p. 276.
[685] Black, Folk-Medicine, p. 109.
[686] Anatomy of Melancholy, vol. 2, pp. 288, 290.
[687] Brand, Pop. Ant., vol. 2, p. 107.
[688] Brand, Pop. Ant., vol. 2, p. 78.
[689] Ibid., p. 91.
[690] Ibid., p. 93.
[691] Picart, Cérémonies et Coûtumes, etc., vol. 1, p. 41.
[692] Folk-Medicine, London, 1883, pp. 185, 186.
[693] P. 41.
[694] Black, Folk-Medicine, p. 186.
62. [695] Ibid., (after Tylor) pp. 176, 177.
[696] Ibid., p. 178.
[697] Pop. Ant., vol. 3, p. 276.
[698] Salverte, Philosophy of Magic, vol. 1, p. 195.
[699] Black, Folk-Medicine, London, 1883, p. 197.
[700] Pliny, Nat. Hist., lib. 24, cap. 118.
[701] Forlong, Rivers of Life, vol. 1, p. 451.
[702] Pennant, quoted by Brand, Popular Antiquities, vol. 3, p.
54.
[703] Ibid., p. 285.
[704] Folk-Medicine, London, 1883, pp. 185, 186.
[705] Folk-Medicine, London, 1883, p. 113.
[706] Ibid., p. 57.
[707] Ephemeridum Physico-medicarum, Leipzig, 1694, vol. 1, p.
49.
[708] Black, Folk-Medicine, p. 112.
[709] Black, Folk-Medicine, p. 112.
[710] Brand, Pop. Ant., vol. 2, p. 86.
[711] Black, Folk-Medicine, p. 38.
[712] Pliny, Nat. Hist., lib. 30, cap. 38.
[713] Ibid.
[714] Black, Folk-Medicine, p. 111.
[715] Brand, Pop. Ant., vol. 3, pp. 288, 324.
[716] This fact is stated by Torquemada, Monarchia Indiana, lib.
10, cap. 33, and by Gomara, Hist. of the Conq. of Mexico, p. 446;
see also Diego Duran, lib. 1, cap. 20, p. 226.
[717] Herrera, dec. 3, lib. 2, p. 67.
63. [718] John Gilmary Shea, The Catholic Church in Colonial Days, p.
472.
[719] Diego Duran, vol. 3, cap. 4, p. 217.
[720] Anatomy of Melancholy, London, 1827, vol. 1, p. 337.
[721] Picart, Cérémonies et Coûtumes, etc., Amsterdam, 1729,
vol. 5, p. 50.
[722] Lady of the Lake, canto 3, stanza 4, Sir Rhoderick Dhu,
summoning Clan Alpine against the king.
[723] Teatro Mexicano, vol. 3, p. 323.
[724] Lib. 14, cap. 4, and lib. 16, cap. 16.
[725] Lib. 1, cap. 23, pp. 251-252.
[726] Ximenez, Hist. Orig. Indios, p. 211.
[727] Mendieta, p. 83.
[728] Ibid., p. 78.
[729] Researches in South America, p. 83.
[730] Monarchia Indiana, vol. 2, lib. 13, cap. 45, and elsewhere.
[731] Emory, Reconnoissance, p. 88.
[732] Gomara, Historia de la Conquista de Méjico, Veytia's
edition, p. 299.
[733] Ibid., p. 310.
[734] Smithsonian Contributions, Ancient monuments of New
York, vol. 2.
[735] Buckingham Smith, Relacion de la Jornada de Coronado á
Cibola, Coleccion de Documentos para la Historia de Florida,
London, 1857, vol. 1, p. 148.
[736] Ibid., vol. 1, p. 150.
[737] Brinton, Myths of the New World, p. 253.
[738] London, 1844, vol. 1, pp. 26, 29, 36, 93.
[739] Ibid., p. 278.
64. [740] Ibid., vol. 2, p. 389.
[741] Monarchia Indiana, lib. 6, cap. 45, p. 80.
[742] Ibid., lib. 19, cap. 22, pp. 357-358.
[743] Ternaux-Compans, vol. 10, p. 240.
[744] London, 1843, p. 248.
[745] Pimentel, Lenguas Indígenas de México, vol. 3, pp. 498,
499.
[746] Brinton, Myths of the New World, pp. 285, 286.
[747] Ibid., p. 264.
[748] Kingsborough, vol. 8, sup., p. 249.
[749] Parkman, Jesuits, introduction, p. lxxxiv.
65. Transcriber's Notes
Obvious typographical errors have been repaired. Non-
standard spellings, including those in other languages, were
retained as in the original.
Hyphenation and accent variants that could not be clearly
resolved, were retained.
The few cases of ellipses shown as asterisks were also
retained.
p. 579, paragraph beginning Dr. Joseph Lanzoni: both
chermisinum and chermesinum occurred in the original as
shown.
p. 585, paragraph beginning At intervals: Three several
times they is as in the original.
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