共 46 条
Genotypic Prediction of Co-receptor Tropism of HIV-1 Subtypes A and C
被引:30
作者:

Riemenschneider, Mona
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Cashin, Kieran Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic, Australia Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Budeus, Bettina
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Dept Bioinformat, Essen, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Sierra, Saleta
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Cologne, Inst Virol, D-50931 Cologne, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Shirvani-Dastgerdi, Elham
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Aachen, Viral Hepatitis & Immunobiol Lab, Aachen, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Bayanolhagh, Saeed
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tehran Med Sci, Iranian Res Ctr HIV AIDS, Tehran, Iran Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Kaiser, Rolf
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Cologne, Inst Virol, D-50931 Cologne, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Gorry, Paul R.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic, Australia
RMIT Univ, Sch Appl Sci, Melbourne, Vic, Australia
RMIT Univ, Program Metab Exercise & Dis, Hlth Initiat Res Inst, Melbourne, Vic, Australia Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany

Heider, Dominik
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany
Tech Univ Munich, Wissensch Zentrum Weihenstephan, Freising Weihenstephan, Germany Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany
机构:
[1] Univ Appl Sci Weihenstephan Triesdorf, Straubing Ctr Sci, Dept Bioinformat, Straubing, Germany
[2] Burnet Inst, Ctr Biomed Res, Melbourne, Vic, Australia
[3] Univ Duisburg Essen, Dept Bioinformat, Essen, Germany
[4] Univ Cologne, Inst Virol, D-50931 Cologne, Germany
[5] Univ Hosp Aachen, Viral Hepatitis & Immunobiol Lab, Aachen, Germany
[6] Univ Tehran Med Sci, Iranian Res Ctr HIV AIDS, Tehran, Iran
[7] RMIT Univ, Sch Appl Sci, Melbourne, Vic, Australia
[8] RMIT Univ, Program Metab Exercise & Dis, Hlth Initiat Res Inst, Melbourne, Vic, Australia
[9] Tech Univ Munich, Wissensch Zentrum Weihenstephan, Freising Weihenstephan, Germany
来源:
基金:
澳大利亚研究理事会;
关键词:
IMMUNODEFICIENCY-VIRUS TYPE-1;
AMINO-ACID CHANGES;
SEQUENCE ALIGNMENT;
V3;
LOOP;
IDENTIFICATION;
GP120;
CXCR4;
USAGE;
RESISTANCE;
RECEPTOR;
D O I:
10.1038/srep24883
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Antiretroviral treatment of Human Immunodeficiency Virus type-1 (HIV-1) infections with CCR5-antagonists requires the co-receptor usage prediction of viral strains. Currently available tools are mostly designed based on subtype B strains and thus are in general not applicable to non-B subtypes. However, HIV-1 infections caused by subtype B only account for approximately 11% of infections worldwide. We evaluated the performance of several sequence-based algorithms for co-receptor usage prediction employed on subtype A V3 sequences including circulating recombinant forms (CRFs) and subtype C strains. We further analysed sequence profiles of gp120 regions of subtype A, B and C to explore functional relationships to entry phenotypes. Our analyses clearly demonstrate that state-of- the-art algorithms are not useful for predicting co-receptor tropism of subtype A and its CRFs. Sequence profile analysis of gp120 revealed molecular variability in subtype A viruses. Especially, the V2 loop region could be associated with co-receptor tropism, which might indicate a unique pattern that determines co-receptor tropism in subtype A strains compared to subtype B and C strains. Thus, our study demonstrates that there is a need for the development of novel algorithms facilitating tropism prediction of HIV-1 subtype A to improve effective antiretroviral treatment in patients.
引用
收藏
页数:9
相关论文
共 46 条
[1]
On the limits of computational functional genomics for bacterial lifestyle prediction
[J].
Barbosa, Eudes
;
Roettger, Richard
;
Hauschild, Anne-Christin
;
Azevedo, Vasco
;
Baumbach, Jan
.
BRIEFINGS IN FUNCTIONAL GENOMICS,
2014, 13 (05)
:398-408

Barbosa, Eudes
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark

Roettger, Richard
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Informat, Stuttgart, Germany Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark

Hauschild, Anne-Christin
论文数: 0 引用数: 0
h-index: 0
机构:
Int Max Planck Res Sch Comp Sci, Hamburg, Germany Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark

Azevedo, Vasco
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Fed Minas Gerais, Bioinformat Dept, Belo Horizonte, MG, Brazil Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark

Baumbach, Jan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Southern Denmark, Computat Biol Grp, DK-5230 Odense M, Denmark
Max Planck Inst Informat, Computat Syst Biol Grp, Saarbrucken, Germany Univ Southern Denmark, Dept Math & Comp Sci, DK-5230 Odense M, Denmark
[2]
Random forests
[J].
Breiman, L
.
MACHINE LEARNING,
2001, 45 (01)
:5-32

Breiman, L
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[3]
SeqFeatR for the Discovery of Feature-Sequence Associations
[J].
Budeus, Bettina
;
Timm, Joerg
;
Hoffmann, Daniel
.
PLOS ONE,
2016, 11 (01)

Budeus, Bettina
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Fac Biol, Res Grp Bioinformat, Essen, Nrw, Germany Univ Duisburg Essen, Fac Biol, Res Grp Bioinformat, Essen, Nrw, Germany

Timm, Joerg
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Dusseldorf, Inst Virol, Dusseldorf, Germany Univ Duisburg Essen, Fac Biol, Res Grp Bioinformat, Essen, Nrw, Germany

Hoffmann, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Fac Biol, Res Grp Bioinformat, Essen, Nrw, Germany Univ Duisburg Essen, Fac Biol, Res Grp Bioinformat, Essen, Nrw, Germany
[4]
Reliable Genotypic Tropism Tests for the Major HIV-1 Subtypes
[J].
Cashin, Kieran
;
Gray, Lachlan R.
;
Harvey, Katherine L.
;
Perez-Bercoff, Danielle
;
Lee, Guinevere Q.
;
Sterjovski, Jasminka
;
Roche, Michael
;
Demarest, James F.
;
Drummond, Fraser
;
Harrigan, P. Richard
;
Churchill, Melissa J.
;
Gorry, Paul R.
.
SCIENTIFIC REPORTS,
2015, 5

Cashin, Kieran
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Univ Melbourne, Dept Microbiol & Immunol, Parkville, Vic 3010, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Gray, Lachlan R.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Monash Univ, Dept Infect Dis, Melbourne, Vic 3800, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Harvey, Katherine L.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Univ Melbourne, Dept Microbiol & Immunol, Parkville, Vic 3010, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Perez-Bercoff, Danielle
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Rech Publ Sante, Lab Retrovirol, L-1526 Luxembourg, Luxembourg Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Lee, Guinevere Q.
论文数: 0 引用数: 0
h-index: 0
机构:
BC Ctr Excellence HIV AIDS, Vancouver, BC Y6Z 1Y6, Canada Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Sterjovski, Jasminka
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Monash Univ, Dept Infect Dis, Melbourne, Vic 3800, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Roche, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Monash Univ, Dept Infect Dis, Melbourne, Vic 3800, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Demarest, James F.
论文数: 0 引用数: 0
h-index: 0
机构:
ViiV Healthcare, Res Triangle Pk, NC 27709 USA Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Drummond, Fraser
论文数: 0 引用数: 0
h-index: 0
机构:
ViiV Healthcare Australia, Abbotsford, WA 3067, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Harrigan, P. Richard
论文数: 0 引用数: 0
h-index: 0
机构:
BC Ctr Excellence HIV AIDS, Vancouver, BC Y6Z 1Y6, Canada Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Churchill, Melissa J.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Monash Univ, Dept Med, Melbourne, Vic 3800, Australia
Monash Univ, Dept Microbiol, Clayton, Vic 3800, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia

Gorry, Paul R.
论文数: 0 引用数: 0
h-index: 0
机构:
Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
Univ Melbourne, Dept Microbiol & Immunol, Parkville, Vic 3010, Australia
Monash Univ, Dept Infect Dis, Melbourne, Vic 3800, Australia
RMIT Univ, Coll Sci Engn & Hlth, Sch Appl Sci, Melbourne, Vic 3001, Australia Burnet Inst, Ctr Biomed Res, Melbourne, Vic 3004, Australia
[5]
Genetic characteristics of the V3 region associated with CXCR4 usage in HIV-1 subtype C isolates
[J].
Coetzer, Mia
;
Cilliers, Tonie
;
Ping, Li-Hua
;
Swanstrom, Ronald
;
Morris, Lynn
.
VIROLOGY,
2006, 356 (1-2)
:95-105

Coetzer, Mia
论文数: 0 引用数: 0
h-index: 0
机构: Natl Inst Communicable Dis, AIDS Virus Res Unit, ZA-2131 Johannesburg, Gauteng, South Africa

Cilliers, Tonie
论文数: 0 引用数: 0
h-index: 0
机构: Natl Inst Communicable Dis, AIDS Virus Res Unit, ZA-2131 Johannesburg, Gauteng, South Africa

Ping, Li-Hua
论文数: 0 引用数: 0
h-index: 0
机构: Natl Inst Communicable Dis, AIDS Virus Res Unit, ZA-2131 Johannesburg, Gauteng, South Africa

Swanstrom, Ronald
论文数: 0 引用数: 0
h-index: 0
机构: Natl Inst Communicable Dis, AIDS Virus Res Unit, ZA-2131 Johannesburg, Gauteng, South Africa

Morris, Lynn
论文数: 0 引用数: 0
h-index: 0
机构: Natl Inst Communicable Dis, AIDS Virus Res Unit, ZA-2131 Johannesburg, Gauteng, South Africa
[6]
WebLogo: A sequence logo generator
[J].
Crooks, GE
;
Hon, G
;
Chandonia, JM
;
Brenner, SE
.
GENOME RESEARCH,
2004, 14 (06)
:1188-1190

Crooks, GE
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA

Hon, G
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA

Chandonia, JM
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA

Brenner, SE
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA
[7]
Identification of a major co-receptor for primary isolates of HIV-1
[J].
Deng, HK
;
Liu, R
;
Ellmeier, W
;
Choe, S
;
Unutmaz, D
;
Burkhart, M
;
DiMarzio, P
;
Marmon, S
;
Sutton, RE
;
Hill, CM
;
Davis, CB
;
Peiper, SC
;
Schall, TJ
;
Littman, DR
;
Landau, NR
.
NATURE,
1996, 381 (6584)
:661-666

Deng, HK
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Liu, R
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Ellmeier, W
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Choe, S
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Unutmaz, D
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Burkhart, M
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

DiMarzio, P
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Marmon, S
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Sutton, RE
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Hill, CM
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Davis, CB
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Peiper, SC
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Schall, TJ
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Littman, DR
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016

Landau, NR
论文数: 0 引用数: 0
h-index: 0
机构: NYU,MED CTR,SKIRBALL INST BIOMOL MED,NEW YORK,NY 10016
[8]
Selected amino acid changes in HIV-1 subtype-C gp41 are associated with specific gp120V3 signatures in the regulation of co-receptor usage
[J].
Dimonte, Salvatore
;
Babakir-Mina, Muhammed
;
Mercurio, Fabio
;
Di Pinto, Domenico
;
Ceccherini-Silberstein, Francesca
;
Svicher, Valentina
;
Perno, Carlo-Federico
.
VIRUS RESEARCH,
2012, 168 (1-2)
:73-83

Dimonte, Salvatore
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy

Babakir-Mina, Muhammed
论文数: 0 引用数: 0
h-index: 0
机构:
Fdn Polyclin Tor Vetgata, Mol Virol Lab, I-00133 Rome, Italy
Fdn Tech Educ Sulaimaniyah, Iraqi Kurdistan Region, Iraq Univ Roma Tor Vergata, I-00133 Rome, Italy

Mercurio, Fabio
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy

Di Pinto, Domenico
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy

Ceccherini-Silberstein, Francesca
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy

Svicher, Valentina
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy

Perno, Carlo-Federico
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Roma Tor Vergata, I-00133 Rome, Italy
Fdn Polyclin Tor Vetgata, Mol Virol Lab, I-00133 Rome, Italy
Natl Inst Infect Dis INMI L Spallanzani, I-00149 Rome, Italy Univ Roma Tor Vergata, I-00133 Rome, Italy
[9]
Maraviroc (UK-427,857), a potent, orally bioavailable, and selective small-molecule inhibitor of chemokine receptor CCR5 with broad-spectrum anti-human immunodeficiency virus type 1 activity
[J].
Dorr, P
;
Westby, M
;
Dobbs, S
;
Griffin, P
;
Irvine, B
;
Macartney, M
;
Mori, J
;
Rickett, G
;
Smith-Burchnell, C
;
Napier, C
;
Webster, R
;
Armour, D
;
Price, D
;
Stammen, B
;
Wood, A
;
Perros, M
.
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY,
2005, 49 (11)
:4721-4732

Dorr, P
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Westby, M
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Dobbs, S
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Griffin, P
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Irvine, B
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Macartney, M
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Mori, J
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Rickett, G
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Smith-Burchnell, C
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Napier, C
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Webster, R
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Armour, D
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Price, D
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Stammen, B
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Wood, A
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England

Perros, M
论文数: 0 引用数: 0
h-index: 0
机构:
Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England Pfizer Ltd, GRD Sandwich Labs, Discovery Biol, Sandwich CT13 9NJ, Kent, England
[10]
Improved Bevirimat resistance prediction by combination of structural and sequence-based classifiers
[J].
Dybowski, J. Nikolaj
;
Riemenschneider, Mona
;
Hauke, Sascha
;
Pyka, Martin
;
Verheyen, Jens
;
Hoffmann, Daniel
;
Heider, Dominik
.
BIODATA MINING,
2011, 4

Dybowski, J. Nikolaj
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Riemenschneider, Mona
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Munster, Leibniz Inst Arteriosclerosis Res, D-48149 Munster, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Hauke, Sascha
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Darmstadt, CASED, D-64293 Darmstadt, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Pyka, Martin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Psychiat, D-35039 Marburg, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Verheyen, Jens
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Cologne, Inst Virol, D-50935 Cologne, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Hoffmann, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany

Heider, Dominik
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany Univ Duisburg Essen, Ctr Med Biotechnol, Dept Bioinformat, D-45117 Essen, Germany