共 23 条
3DLigandSite: predicting ligand-binding sites using similar structures
被引:489
作者:

Wass, Mark N.
论文数: 0 引用数: 0
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机构:
Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England

Kelley, Lawrence A.
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Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England

Sternberg, Michael J. E.
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Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England
机构:
[1] Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England
基金:
英国生物技术与生命科学研究理事会;
关键词:
IMPORTANT RESIDUES;
PROTEIN-STRUCTURE;
SEQUENCE;
DATABASE;
D O I:
10.1093/nar/gkq406
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
3DLigandSite is a web server for the prediction of ligand-binding sites. It is based upon successful manual methods used in the eighth round of the Critical Assessment of techniques for protein Structure Prediction (CASP8). 3DLigandSite utilizes protein-structure prediction to provide structural models for proteins that have not been solved. Ligands bound to structures similar to the query are superimposed onto the model and used to predict the binding site. In benchmarking against the CASP8 targets 3DLigandSite obtains a Matthew's correlation co-efficient (MCC) of 0.64, and coverage and accuracy of 71 and 60%, respectively, similar results to our manual performance in CASP8. In further benchmarking using a large set of protein structures, 3DLigandSite obtains an MCC of 0.68. The web server enables users to submit either a query sequence or structure. Predictions are visually displayed via an interactive Jmol applet. 3DLigandSite is available for use at http://www.sbg.bio.ic.ac.uk/3dligandsite.
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收藏
页码:W469 / W473
页数:5
相关论文
共 23 条
[1]
Automated structure-based prediction of functional sites in proteins: Applications to assessing the validity of inheriting protein function from homology in genome annotation and to protein docking
[J].
Aloy, P
;
Querol, E
;
Aviles, FX
;
Sternberg, MJE
.
JOURNAL OF MOLECULAR BIOLOGY,
2001, 311 (02)
:395-408

Aloy, P
论文数: 0 引用数: 0
h-index: 0
机构: Univ Autonoma Barcelona, Inst Biol Fonamental, Bellaterra 08193, Spain

Querol, E
论文数: 0 引用数: 0
h-index: 0
机构: Univ Autonoma Barcelona, Inst Biol Fonamental, Bellaterra 08193, Spain

Aviles, FX
论文数: 0 引用数: 0
h-index: 0
机构: Univ Autonoma Barcelona, Inst Biol Fonamental, Bellaterra 08193, Spain

Sternberg, MJE
论文数: 0 引用数: 0
h-index: 0
机构: Univ Autonoma Barcelona, Inst Biol Fonamental, Bellaterra 08193, Spain
[2]
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs
[J].
Altschul, SF
;
Madden, TL
;
Schaffer, AA
;
Zhang, JH
;
Zhang, Z
;
Miller, W
;
Lipman, DJ
.
NUCLEIC ACIDS RESEARCH,
1997, 25 (17)
:3389-3402

Altschul, SF
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Madden, TL
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Schaffer, AA
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Zhang, JH
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Zhang, Z
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Miller, W
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA

Lipman, DJ
论文数: 0 引用数: 0
h-index: 0
机构: NHGRI, LAB GENET DIS RES, NIH, BETHESDA, MD 20892 USA
[3]
The Universal Protein Resource (UniProt) 2009
[J].
Bairoch, Amos
;
Consortium, UniProt
;
Bougueleret, Lydie
;
Altairac, Severine
;
Amendolia, Valeria
;
Auchincloss, Andrea
;
Argoud-Puy, Ghislaine
;
Axelsen, Kristian
;
Baratin, Delphine
;
Blatter, Marie-Claude
;
Boeckmann, Brigitte
;
Bolleman, Jerven
;
Bollondi, Laurent
;
Boutet, Emmanuel
;
Quintaje, Silvia Braconi
;
Breuza, Lionel
;
Bridge, Alan
;
deCastro, Edouard
;
Ciapina, Luciane
;
Coral, Danielle
;
Coudert, Elisabeth
;
Cusin, Isabelle
;
Delbard, Gwennaelle
;
Dornevil, Dolnide
;
Roggli, Paula Duek
;
Duvaud, Severine
;
Estreicher, Anne
;
Famiglietti, Livia
;
Feuermann, Marc
;
Gehant, Sebastian
;
Farriol-Mathis, Nathalie
;
Ferro, Serenella
;
Gasteiger, Elisabeth
;
Gateau, Alain
;
Gerritsen, Vivienne
;
Gos, Arnaud
;
Gruaz-Gumowski, Nadine
;
Hinz, Ursula
;
Hulo, Chantal
;
Hulo, Nicolas
;
James, Janet
;
Jimenez, Silvia
;
Jungo, Florence
;
Junker, Vivien
;
Kappler, Thomas
;
Keller, Guillaume
;
Lachaize, Corinne
;
Lane-Guermonprez, Lydie
;
Langendijk-Genevaux, Petra
;
Lara, Vicente
.
NUCLEIC ACIDS RESEARCH,
2009, 37
:D169-D174

Bairoch, Amos
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Consortium, UniProt
论文数: 0 引用数: 0
h-index: 0
机构:
EBI, EMBL Outstn, Cambridge CB10 1SD, England
Georgetown Univ, Med Ctr, Washington, DC 20007 USA Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Bougueleret, Lydie
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Altairac, Severine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Amendolia, Valeria
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Auchincloss, Andrea
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Argoud-Puy, Ghislaine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Axelsen, Kristian
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Baratin, Delphine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Blatter, Marie-Claude
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Boeckmann, Brigitte
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Bolleman, Jerven
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Bollondi, Laurent
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Boutet, Emmanuel
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Quintaje, Silvia Braconi
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Breuza, Lionel
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Bridge, Alan
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

deCastro, Edouard
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Ciapina, Luciane
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Coral, Danielle
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Coudert, Elisabeth
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Cusin, Isabelle
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Delbard, Gwennaelle
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Dornevil, Dolnide
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Roggli, Paula Duek
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Duvaud, Severine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Estreicher, Anne
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Famiglietti, Livia
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Feuermann, Marc
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gehant, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Farriol-Mathis, Nathalie
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Ferro, Serenella
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gasteiger, Elisabeth
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gateau, Alain
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gerritsen, Vivienne
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gos, Arnaud
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Gruaz-Gumowski, Nadine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Hinz, Ursula
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Hulo, Chantal
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Hulo, Nicolas
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

James, Janet
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Jimenez, Silvia
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Jungo, Florence
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Junker, Vivien
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Kappler, Thomas
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Keller, Guillaume
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Lachaize, Corinne
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Lane-Guermonprez, Lydie
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Langendijk-Genevaux, Petra
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland

Lara, Vicente
论文数: 0 引用数: 0
h-index: 0
机构: Univ Geneva, SIB, Ctr Med Univ, CH-1211 Geneva 4, Switzerland
[4]
ConSeq: the identification of functionally and structurally important residues in protein sequences
[J].
Berezin, C
;
Glaser, F
;
Rosenberg, J
;
Paz, I
;
Pupko, T
;
Fariselli, P
;
Casadio, R
;
Ben-Tal, N
.
BIOINFORMATICS,
2004, 20 (08)
:1322-1324

Berezin, C
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Glaser, F
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Rosenberg, J
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Paz, I
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Pupko, T
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Fariselli, P
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Casadio, R
论文数: 0 引用数: 0
h-index: 0
机构: Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel

Ben-Tal, N
论文数: 0 引用数: 0
h-index: 0
机构:
Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel Tel Aviv Univ, George S Wise Fac Life Sci, Dept Biochem, IL-69978 Tel Aviv, Israel
[5]
The Protein Data Bank
[J].
Berman, HM
;
Westbrook, J
;
Feng, Z
;
Gilliland, G
;
Bhat, TN
;
Weissig, H
;
Shindyalov, IN
;
Bourne, PE
.
NUCLEIC ACIDS RESEARCH,
2000, 28 (01)
:235-242

Berman, HM
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Westbrook, J
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Feng, Z
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Gilliland, G
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Bhat, TN
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Weissig, H
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Shindyalov, IN
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA

Bourne, PE
论文数: 0 引用数: 0
h-index: 0
机构: Rutgers State Univ, Dept Chem, Piscataway, NJ 08854 USA
[6]
A threading-based method (FINDSITE) for ligand-binding site prediction and functional annotation
[J].
Brylinski, Michal
;
Skolnick, Jeffrey
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2008, 105 (01)
:129-134

Brylinski, Michal
论文数: 0 引用数: 0
h-index: 0
机构:
Georgia Inst Technol, Ctr Study Syst Biol, Sch Biol, Atlanta, GA 30318 USA Georgia Inst Technol, Ctr Study Syst Biol, Sch Biol, Atlanta, GA 30318 USA

Skolnick, Jeffrey
论文数: 0 引用数: 0
h-index: 0
机构:
Georgia Inst Technol, Ctr Study Syst Biol, Sch Biol, Atlanta, GA 30318 USA Georgia Inst Technol, Ctr Study Syst Biol, Sch Biol, Atlanta, GA 30318 USA
[7]
Characterization and prediction of residues determining protein functional specificity
[J].
Capra, John A.
;
Singh, Mona
.
BIOINFORMATICS,
2008, 24 (13)
:1473-1480

Capra, John A.
论文数: 0 引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Comp Sci, Lewis Sigler Inst Integrat Gen, Princeton, NJ 08540 USA Princeton Univ, Dept Comp Sci, Lewis Sigler Inst Integrat Gen, Princeton, NJ 08540 USA

Singh, Mona
论文数: 0 引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Comp Sci, Lewis Sigler Inst Integrat Gen, Princeton, NJ 08540 USA Princeton Univ, Dept Comp Sci, Lewis Sigler Inst Integrat Gen, Princeton, NJ 08540 USA
[8]
Predicting Protein Ligand Binding Sites by Combining Evolutionary Sequence Conservation and 3D Structure
[J].
Capra, John A.
;
Laskowski, Roman A.
;
Thornton, Janet M.
;
Singh, Mona
;
Funkhouser, Thomas A.
.
PLOS COMPUTATIONAL BIOLOGY,
2009, 5 (12)

Capra, John A.
论文数: 0 引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
Princeton Univ, Lewis Sigler Inst Integrat Genom, Princeton, NJ 08544 USA Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA

Laskowski, Roman A.
论文数: 0 引用数: 0
h-index: 0
机构:
Wellcome Trust Genome Campus, European Bioinformat Inst, Cambridge, England Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA

论文数: 引用数:
h-index:
机构:

Singh, Mona
论文数: 0 引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
Princeton Univ, Lewis Sigler Inst Integrat Genom, Princeton, NJ 08544 USA Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA

Funkhouser, Thomas A.
论文数: 0 引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
[9]
MUSCLE: multiple sequence alignment with high accuracy and high throughput
[J].
Edgar, RC
.
NUCLEIC ACIDS RESEARCH,
2004, 32 (05)
:1792-1797

Edgar, RC
论文数: 0 引用数: 0
h-index: 0
机构: Mill Valley, CA 94941
[10]
Prediction of protein functional residues from sequence by probability density estimation
[J].
Fischer, J. D.
;
Mayer, C. E.
;
Soeding, J.
.
BIOINFORMATICS,
2008, 24 (05)
:613-620

Fischer, J. D.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany

Mayer, C. E.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany

Soeding, J.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany Max Planck Inst Dev Biol, Dept Prot Evolut, D-72076 Tubingen, Germany