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BIOCOMPUTING 2009
Proceedings of the Pacific Symposium

Kohala Coast, Hawaii, USA, 5 - 9 January 2009


CONTENTS

FRONT MATTER
i
BIOMOLECULAR NETWORKS: FROM ANALYSIS TO SYNTHESIS
BIOMOLECULAR NETWORKS: FROM ANALYSIS TO SYNTHESIS – SESSION INTRODUCTION
GIL ALTEROVITZ, JUDITH A. BLAKE, JONATHAN M. DREYFUSS, DREW ENDY and MARCO F. RAMONI
1
STOCHASTIC TRANSIENT ANALYSIS OF BIOCHEMICAL SYSTEMS AND ITS APPLICATION TO THE DESIGN OF BIOCHEMICAL LOGIC GATES
BIN CHENG and MARC RIEDEL
4
DATA-DRIVEN ONTOLOGIES
JAMES C. COSTELLO, DAN SCHRIDER, JEFF GEHLHAUSEN and MEHMET DALKILIC
15
IDENTIFICATION OF DISCRIMINATING BIOMARKERS FOR HUMAN DISEASE USING INTEGRATIVE NETWORK BIOLOGY
JOEL T. DUDLEY and ATUL J. BUTTE
27
LEARNING THE STRUCTURE OF PROTEIN-PROTEIN INTERACTION NETWORKS
OLEKSII KUCHAIEV and NATAŠA PRŽULJ
39
INFERENCE OF FUNCTIONAL NETWORKS OF CONDITION-SPECIFIC RESPONSE - A CASE STUDY OF QUIESCENCE IN YEAST
SUSHMITA ROY, TERRAN LANE, MARGARET WERNER-WASHBURNE and DIEGO MARTINEZ
51
LEARNING CYCLIC SIGNALING PATHWAY STRUCTURES WHILE MINIMIZING DATA REQUIREMENTS
K. SACHS, S. ITANI, J. FITZGERALD, L. WILLE, B. SCHOEBERL, M. A. DAHLEH and G. P. NOLAN
63
CONTEXT-SPECIFIC GENE REGULATIONS IN CANCER GENE EXPRESSION DATA
INA SEN, MICHAEL P. VERDICCHIO, SUNGWON JUNG, ROBERT TREVINO, MICHAEL BITTNER and SEUNGCHAN KIM
75
QUERYING PARSE TREE DATABASE OF MEDLINE TEXT TO SYNTHESIZE USER-SPECIFIC BIOMOLECULAR NETWORKS
LUIS TARI, JÖRG HAKENBERG, GRACIELA GONZALEZ and CHITTA BARAL
87
PAIRWISE ALIGNMENT OF INTERACTION NETWORKS BY FAST IDENTIFICATION OF MAXIMAL CONSERVED PATTERNS
WENHONG TIAN and NAGIZA F. SAMATOVA
99
COMPUTATIONAL CHALLENGES IN COMPARATIVE GENOMICS: GENE FAMILY EVOLUTION, ANCESTRAL GENOME RECONSTRUCTION, AND APPLICATIONS TO HUMAN GENETICS
COMPUTATIONAL CHALLENGES IN COMPARATIVE GENOMICS: GENE FAMILY EVOLUTION, ANCESTRAL GENOME RECONSTRUCTION, AND APPLICATIONS TO HUMAN GENETICS – SESSION INTRODUCTION
BERNARD M. E. MORET, WEBB MILLER, PAVEL A. PEVZNER and DAVID SANKOFF
111
IDENTIFYING PARENT-DAUGHTER RELATIONSHIPS AMONG DUPLICATED GENES
MIRA V. HAN and MATTHEW W. HAHN
114
A PARSIMONY APPROACH TO ANALYSIS OF HUMAN SEGMENTAL DUPLICATIONS
CRYSTAL L. KAHN and BENJAMIN J. RAPHAEL
126
AN EXACT SOLVER FOR THE DCJ MEDIAN PROBLEM
MENG ZHANG, WILLIAM ARNDT and JIJUN TANG
138
INFERRING GENOME-WIDE MOSAIC STRUCTURE
QI ZHANG, WEI WANG, LEONARD MCMILLAN, FERNANDO PARDO-MANUEL DE VILLENA and DAVID THREADGILL
150
SIMULTANEOUS HISTORY RECONSTRUCTION FOR COMPLEX GENE CLUSTERS IN MULTIPLE SPECIES
YU ZHANG, GILTAE SONG, CHIH-HAO HSU and WEBB MILLER
162
DYNAMICS OF BIOLOGICAL NETWORKS
DYNAMICS OF BIOLOGICAL NETWORKS – SESSION INTRODUCTION
TANYA Y. BERGER-WOLF, TERESA M. PRZYTYCKA and MONA SINGH
174
DENSE GRAPHLET STATISTICS OF PROTEIN INTERACTION AND RANDOM NETWORKS
R. COLAK, F. HORMOZDIARI, F. MOSER, A. SCHÖNHUTH, J. HOLMAN, M. ESTER and S. C. SAHINALP
178
REVERSE ENGINEERING THE EVOLUTION OF PROTEIN INTERACTION NETWORKS
TODD A. GIBSON and DEBRA S. GOLDBERG
190
IDENTIFYING DYNAMIC NETWORK MODULES WITH TEMPORAL AND SPATIAL CONSTRAINTS
RUOMING JIN, SCOTT MCCALLEN, CHUN-CHI LIU, YANG XIANG, EIVIND ALMAAS and XIANGHONG JASMINE ZHOU
203
EFFICIENT AND ROBUST PREDICTION ALGORITHMS FOR PROTEIN COMPLEXES USING GOMORY-HU TREES
A. MITROFANOVA, M. FARACH-COLTON and B. MISHRA
215
PARAMETER ESTIMATION OF IN SILICO BIOLOGICAL PATHWAYS WITH PARTICLE FILTERING TOWARDS A PETASCALE COMPUTING
KAZUYUKI NAKAMURA, RYO YOSHIDA, MASAO NAGASAKI, SATORU MIYANO and TOMOYUKI HIGUCHI
227
FROM ODES TO LANGUAGE-BASED, EXECUTABLE MODELS OF BIOLOGICAL SYSTEMS
A. PALMISANO, I. MURA and C. PRIAMI
239
UNRAVELING DYNAMIC ACTIVITIES OF AUTOCRINE PATHWAYS THAT CONTROL DRUG-RESPONSE TRANSCRIPTOME NETWORKS
YOSHINORI TAMADA, HIROMITSU ARAKI, SEIYA IMOTO, MASAO NAGASAKI, ATSUSHI DOI, YUKIKO NAKANISHI, YUKI TOMIYASU, KAORI YASUDA, BEN DUNMORE, DEBORAH SANDERS, SALLY HUMPHREYS, CRISTIN PRINT, D. STEPHEN CHARNOCK-JONES, KOUSUKE TASHIRO, SATORU KUHARA and SATORU MIYANO
251
DISSECTING THE INTERFACE BETWEEN SIGNALING AND TRANSCRIPTIONAL REGULATION IN HUMAN B CELLS
KAI WANG, MARIANO J. ALVAREZ, BRYGIDA C. BISIKIRSKA, RUNE LINDING, KATIA BASSO, RICCARDO DALLA FAVERA and ANDREA CALIFANO
264
EMERGING CHALLENGES IN MULTI-SCALE MODELING IN BIOLOGY
EMERGING CHALLENGES IN MULTISCALE MODELING IN BIOLOGY – SESSION INTRODUCTION
ROY KERCKHOFFS, JAMES BASSINGTHWAIGHTE, JEFF REINBOLT and PETER ARZBERGER
276
FINITE ELEMENT ANALYSIS OF DRUG ELECTROSTATIC DIFFUSION: INHIBITION RATE STUDIES IN N1 NEURAMINIDASE
YUHUI CHENG, MICHAEL J. HOLST and J. A. MCCAMMON
281
MULTI-SCALE MODELING OF THE HUMAN VERTEBRAL BODY: COMPARISON OF MICRO-CT BASED HIGH-RESOLUTION AND CONTINUUM-LEVEL MODELS
SENTHIL K. ESWARAN, AARON J. FIELDS, PREM NAGARATHNAM and TONY M. KEAVENY
293
ADVANCES IN SEMANTIC REPRESENTATION FOR MULTISCALE BIOSIMULATION: A CASE STUDY IN MERGING MODELS
MAXWELL LEWIS NEAL, JOHN H. GENNARI, THEO ARTS and DANIEL L. COOK
304
INTEGRATION OF ANGIOGENESIS MODULES AT MULTIPLE SCALES: FROM MOLECULAR TO TISSUE
AMINA A. QUTUB, GANG LIU, PRAKASH VEMPATI and ALEKSANDER S. POPEL
316
TOWARDS COMPUTATIONAL MODELING OF EXCITATION-CONTRACTION COUPLING IN CARDIAC MYOCYTES: RECONSTRUCTION OF STRUCTURES AND PROTEINS FROM CONFOCAL IMAGING
FRANK B. SACHSE, ELEONORA SAVIO-GALIMBERTI, JOSHUA I. GOLDHABER and JOHN H. B. BRIDGE
328
A MULTISCALE APPROACH TO SAMPLING NASCENT PEPTIDE CHAINS IN THE RIBOSOMAL EXIT TUNNEL
V. A. VOELZ, P. PETRONE and V. S. PANDE
340
KNOWLEDGE-DRIVEN ANALYSIS AND DATA INTEGRATION FOR HIGH-THROUGHPUT BIOLOGICAL DATA
KNOWLEDGE-DRIVEN ANALYSIS AND DATA INTEGRATION FOR HIGH-THROUGHPUT BIOLOGICAL DATA – SESSION INTRODUCTION
M. F. OCHS, J. QUACKENBUSH, R. DAVULURI and H. RESSOM
353
CHARACTERIZATION OF UNKNOWN ADULT STEM CELL SAMPLES BY LARGE SCALE DATA INTEGRATION AND ARTIFICIAL NEURAL NETWORKS
G. BIDAUT and C. J. STOECKERT, JR.
356
BIOFILTER: A KNOWLEDGE-INTEGRATION SYSTEM FOR THE MULTI-LOCUS ANALYSIS OF GENOME-WIDE ASSOCIATION STUDIES
WILLIAM S. BUSH, SCOTT M. DUDEK and MARYLYN D. RITCHIE
368
INTERPRETING GENETICS OF GENE EXPRESSION: INTEGRATIVE ARCHITECTURE IN BIOCONDUCTOR
V. J. CAREY and R. GENTLEMAN
380
HIGH THROUGHPUT INTERACTION DATA REVEALS DEGREE CONSERVATION OF HUB PROTEINS
A. FOX, D. TAYLOR and D. K. SLONIM
391
UNISON: AN INTEGRATED PLATFORM FOR COMPUTATIONAL BIOLOGY DISCOVERY
REECE K. HART and KIRAN MUKHYALA
403
TREEQA: QUANTITATIVE GENOME WIDE ASSOCIATION MAPPING USING LOCAL PERFECT PHYLOGENY TREES
FENG PAN, LEONARD MCMILLAN, FERNANDO PARDO-MANUEL DE VILLENA, DAVID THREADGILL and WEI WANG
415
IMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE
JOHN H. PHAN, QIQIN YIN-GOEN, ANDREW N. YOUNG and MAY D. WANG
427
TOWARDS A CYTOKlNE-CELL INTERACTION KNOWLEDGEBASE OF THE ADAPTIVE IMMUNE SYSTEM
SHAI S. SHEN-ORR, OFIR GOLDBERGER, YAEL GARTEN, YAEL ROSENBERG-HASSON, PATRICIA A. LOVELACE, DAVID L. HIRSCHBERG, RUSS B. ALTMAN, MARK M. DAVIS and ATUL J. BUTTE
439
A BAYESIAN INTEGRATION MODEL OF HIGH-THROUGHPUT PROTEOMICS AND METABOLOMICS DATA FOR IMPROVED EARLY DETECTION OF MICROBIAL INFECTIONS
BOBBIE-JO M. WEBB-ROBERTSON, LEE ANN MCCUE, NATHANIAL BEAGLEY, JASON E. MCDERMOTT, DAVID S. WUNSCHEL, SUSAN M. VARNUM, JIAN ZHI HU, NANCY G. ISERN, GARRY W. BUCHKO, KATHLEEN MCATEER, JOEL G. POUNDS, SHAWN J. SKERRETT, DENNY LIGGITT and CHARLES W. FREVERT
451
MOLECULAR BIOINFORMATICS FOR DISEASE
MOLECULAR BIOINFORMATICS FOR DISEASE – SESSION INTRODUCTION
YVES A. LUSSIER, YOUNGHEE LEE, PREDRAG RADIVOJAC, YANAY OFRAN, ATUL BUTTE and MARICEL KANN
464
MOLECULAR INTERACTION NETWORK BASED DISCOVERY OF MASTER REGULATOR GENES
ANDREA CALIFANO
467
SUPERVISED CLASSIFICATION OF ARRAY CGH DATA WITH HMM-BASED FEATURE SELECTION
ANNELEEN DAEMEN, OLIVIER GEVAERT, KARIN LEUNEN, ERIC LEGIUS, IGNACE VERGOTE and BART DE MOOR
468
INFERRING DISEASE-RELATED PATHWAYS USING A PROBABILISTIC EPISTASIS MODEL
P. N. KANABAR, C. J. VASKE, C. H. YEANG, F. H. YILDIZ and J. M. STUART
480
COMBINING MUTUAL INFORMATION WITH STRUCTURAL ANALYSIS TO SCREEN FOR FUNCTIONALLY IMPORTANT RESIDUES IN INFLUENZA HEMAGGLUTININ
PETER M. KASSON and VIJAY S. PANDE
492
MASTER REGULATORS USED AS BREAST CANCER METASTASIS CLASSIFIER
WEI KEAT LIM, EUGENIA LYASHENKO and ANDREA CALIFANO
504
PREDICTION OF INTERACTIONS BETWEEN HIV-1 AND HUMAN PROTEINS BY INFORMATION INTEGRATION
OZNUR TASTAN, YANJUN QI, JAIME G. CARBONELL and JUDITH KLEIN-SEETHARAMAN
516
FASTCHI: AN EFFICIENT ALGORITHM FOR ANALYZING GENE-GENE INTERACTIONS
XIANG ZHANG, FEI ZOU and WEI WANG
528
OPEN SCIENCE: TOOLS, APPROACHES, AND IMPLICATIONS
CAMERON NEYLON and SHIRLEY WU
540
POST-TRANSCRIPTIONAL GENE REGULATION: RNA-PROTEIN INTERACTIONS, RNA PROCESSING, MRNA STABILITY AND LOCALIZATION
BENJAMIN BLENCOWE, STEVEN BRENNER, TIMOTHY HUGHES and QUAID MORRIS
545
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