共 64 条
Interaction Transcriptome Analysis Identifies Magnaporthe oryzae BAS1-4 as Biotrophy-Associated Secreted Proteins in Rice Blast Disease
被引:292
作者:

Mosquera, Gloria
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机构:
Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA

Giraldo, Martha C.
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机构:
Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA

Khang, Chang Hyun
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机构:
Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA

Coughlan, Sean
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机构:
Agilent Technol, Newark, DE 19711 USA Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA

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机构:
[1] Kansas State Univ, Dept Plant Pathol, Manhattan, KS 66506 USA
[2] Agilent Technol, Newark, DE 19711 USA
来源:
基金:
美国国家科学基金会;
关键词:
HOST-PATHOGEN INTERACTIONS;
GENE-EXPRESSION ANALYSIS;
AVIRULENCE GENE;
APPRESSORIUM FORMATION;
KINASE PATHWAYS;
ABSCISIC-ACID;
SEQUENCE TAGS;
GRISEA;
FUNGUS;
INFECTION;
D O I:
10.1105/tpc.107.055228
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:
Biotrophic invasive hyphae (IH) of the blast fungus Magnaporthe oryzae secrete effectors to alter host defenses and cellular processes as they successively invade living rice (Oryza sativa) cells. However, few blast effectors have been identified. Indeed, understanding fungal and rice genes contributing to biotrophic invasion has been difficult because so few plant cells have encountered IH at the earliest infection stages. We developed a robust procedure for isolating infected-rice sheath RNAs in which; 20% of the RNA originated from IH in first-invaded cells. We analyzed these IH RNAs relative to control mycelial RNAs using M. oryzae oligoarrays. With a 10-fold differential expression threshold, we identified known effector PWL2 and 58 candidate effectors. Four of these candidates were confirmed to be fungal biotrophy-associated secreted (BAS) proteins. Fluorescently labeled BAS proteins were secreted into rice cells in distinct patterns in compatible, but not in incompatible, interactions. BAS1 and BAS2 proteins preferentially accumulated in biotrophic interfacial complexes along with known avirulence effectors, BAS3 showed additional localization near cell wall crossing points, and BAS4 uniformly outlined growing IH. Analysis of the same infected-tissue RNAs with rice oligoarrays identified putative effector-induced rice susceptibility genes, which are highly enriched for sensor-transduction components rather than typically identified defense response genes.
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页码:1273 / 1290
页数:18
相关论文
共 64 条
[1]
Disruption of the alternative oxidase gene in Magnaporthe grisea and its impact on host infection
[J].
Avila-Adame, C
;
Köller, W
.
MOLECULAR PLANT-MICROBE INTERACTIONS,
2002, 15 (05)
:493-500

Avila-Adame, C
论文数: 0 引用数: 0
h-index: 0
机构:
Cornell Univ, New York State Agr Expt Stn, Dept Plant Pathol, Geneva, NY 14456 USA Cornell Univ, New York State Agr Expt Stn, Dept Plant Pathol, Geneva, NY 14456 USA

Köller, W
论文数: 0 引用数: 0
h-index: 0
机构:
Cornell Univ, New York State Agr Expt Stn, Dept Plant Pathol, Geneva, NY 14456 USA Cornell Univ, New York State Agr Expt Stn, Dept Plant Pathol, Geneva, NY 14456 USA
[2]
Quantitative and qualitative influence of inoculation methods on in planta growth of rice blast fungus
[J].
Berruyer, R
;
Poussier, S
;
Kankanala, P
;
Mosquera, G
;
Valent, B
.
PHYTOPATHOLOGY,
2006, 96 (04)
:346-355

Berruyer, R
论文数: 0 引用数: 0
h-index: 0
机构:
Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA

Poussier, S
论文数: 0 引用数: 0
h-index: 0
机构:
Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA

Kankanala, P
论文数: 0 引用数: 0
h-index: 0
机构:
Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA

Mosquera, G
论文数: 0 引用数: 0
h-index: 0
机构:
Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA Kansas State Univ, Dept Plant Pathol, Throckmorton Plant Sci Ctr 4024, Manhattan, KS 66506 USA

论文数: 引用数:
h-index:
机构:
[3]
A putative polyketide synthase peptide synthetase from Magnaporthe grisea signals pathogen attack to resistant rice
[J].
Böhnert, HU
;
Fudal, I
;
Dioh, W
;
Tharreau, D
;
Notteghem, JL
;
Lebrun, MH
.
PLANT CELL,
2004, 16 (09)
:2499-2513

Böhnert, HU
论文数: 0 引用数: 0
h-index: 0
机构: Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France

Fudal, I
论文数: 0 引用数: 0
h-index: 0
机构: Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France

Dioh, W
论文数: 0 引用数: 0
h-index: 0
机构: Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France

Tharreau, D
论文数: 0 引用数: 0
h-index: 0
机构: Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France

Notteghem, JL
论文数: 0 引用数: 0
h-index: 0
机构: Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France

Lebrun, MH
论文数: 0 引用数: 0
h-index: 0
机构:
Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France Bayer CropSci, CNRS, FRE 2579, F-69263 Lyon 09, France
[4]
Reef coral fluorescent proteins for visualizing fungal pathogens
[J].
Bourett, TM
;
Sweigard, JA
;
Czymmek, KJ
;
Carroll, A
;
Howard, RJ
.
FUNGAL GENETICS AND BIOLOGY,
2002, 37 (03)
:211-220

Bourett, TM
论文数: 0 引用数: 0
h-index: 0
机构: DuPont Crop Genet, Expt Stn E402 2233, Wilmington, DE 19880 USA

Sweigard, JA
论文数: 0 引用数: 0
h-index: 0
机构: DuPont Crop Genet, Expt Stn E402 2233, Wilmington, DE 19880 USA

Czymmek, KJ
论文数: 0 引用数: 0
h-index: 0
机构: DuPont Crop Genet, Expt Stn E402 2233, Wilmington, DE 19880 USA

Carroll, A
论文数: 0 引用数: 0
h-index: 0
机构: DuPont Crop Genet, Expt Stn E402 2233, Wilmington, DE 19880 USA

Howard, RJ
论文数: 0 引用数: 0
h-index: 0
机构: DuPont Crop Genet, Expt Stn E402 2233, Wilmington, DE 19880 USA
[5]
A monomeric red fluorescent protein
[J].
Campbell, RE
;
Tour, O
;
Palmer, AE
;
Steinbach, PA
;
Baird, GS
;
Zacharias, DA
;
Tsien, RY
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2002, 99 (12)
:7877-7882

Campbell, RE
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Tour, O
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Palmer, AE
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Steinbach, PA
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Baird, GS
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Zacharias, DA
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA

Tsien, RY
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
[6]
Haustorially expressed secreted proteins from flax rust are highly enriched for avirulence elicitors
[J].
Catanzariti, AM
;
Dodds, PN
;
Lawrence, GJ
;
Ayliffe, MA
;
Ellis, JG
.
PLANT CELL,
2006, 18 (01)
:243-256

Catanzariti, AM
论文数: 0 引用数: 0
h-index: 0
机构: CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia

Dodds, PN
论文数: 0 引用数: 0
h-index: 0
机构:
CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia

Lawrence, GJ
论文数: 0 引用数: 0
h-index: 0
机构: CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia

Ayliffe, MA
论文数: 0 引用数: 0
h-index: 0
机构: CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia

Ellis, JG
论文数: 0 引用数: 0
h-index: 0
机构: CSIRO, Div Plant Ind, Canberra, ACT 2601, Australia
[7]
Origins of host-specific populations of the blast pathogen Magnaporthe oryzae in crop domestication with subsequent expansion of pandemic clones on rice and weeds of rice
[J].
Couch, BC
;
Fudal, I
;
Lebrun, MH
;
Tharreau, D
;
Valent, B
;
van Kim, P
;
Nottéghem, JL
;
Kohn, LM
.
GENETICS,
2005, 170 (02)
:613-630

Couch, BC
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

Fudal, I
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

Lebrun, MH
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

Tharreau, D
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

论文数: 引用数:
h-index:
机构:

van Kim, P
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

Nottéghem, JL
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada

Kohn, LM
论文数: 0 引用数: 0
h-index: 0
机构: Univ Toronto, Dept Bot, Mississauga, ON L5L 1C6, Canada
[8]
The genome sequence of the rice blast fungus Magnaporthe grisea
[J].
Dean, RA
;
Talbot, NJ
;
Ebbole, DJ
;
Farman, ML
;
Mitchell, TK
;
Orbach, MJ
;
Thon, M
;
Kulkarni, R
;
Xu, JR
;
Pan, HQ
;
Read, ND
;
Lee, YH
;
Carbone, I
;
Brown, D
;
Oh, YY
;
Donofrio, N
;
Jeong, JS
;
Soanes, DM
;
Djonovic, S
;
Kolomiets, E
;
Rehmeyer, C
;
Li, WX
;
Harding, M
;
Kim, S
;
Lebrun, MH
;
Bohnert, H
;
Coughlan, S
;
Butler, J
;
Calvo, S
;
Ma, LJ
;
Nicol, R
;
Purcell, S
;
Nusbaum, C
;
Galagan, JE
;
Birren, BW
.
NATURE,
2005, 434 (7036)
:980-986

Dean, RA
论文数: 0 引用数: 0
h-index: 0
机构:
N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Talbot, NJ
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Ebbole, DJ
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Farman, ML
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Mitchell, TK
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Orbach, MJ
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Thon, M
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Kulkarni, R
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Xu, JR
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Pan, HQ
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Read, ND
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Lee, YH
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Carbone, I
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Brown, D
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Oh, YY
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Donofrio, N
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Jeong, JS
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Soanes, DM
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Djonovic, S
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Kolomiets, E
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Rehmeyer, C
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Li, WX
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Harding, M
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Kim, S
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Lebrun, MH
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Bohnert, H
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Coughlan, S
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Butler, J
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Calvo, S
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Ma, LJ
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Nicol, R
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Purcell, S
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Nusbaum, C
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Galagan, JE
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Birren, BW
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA
[9]
Global gene expression during nitrogen starvation in the rice blast fungus, Magnaporthe grisea
[J].
Donofrio, N. M.
;
Oh, Y.
;
Lundy, R.
;
Pan, H.
;
Brown, D. E.
;
Jeong, J. S.
;
Coughlan, S.
;
Mitchell, T. K.
;
Dean, R. A.
.
FUNGAL GENETICS AND BIOLOGY,
2006, 43 (09)
:605-617

Donofrio, N. M.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Oh, Y.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Lundy, R.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Pan, H.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Brown, D. E.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Jeong, J. S.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Coughlan, S.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Mitchell, T. K.
论文数: 0 引用数: 0
h-index: 0
机构: N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA

Dean, R. A.
论文数: 0 引用数: 0
h-index: 0
机构:
N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA N Carolina State Univ, Ctr Integrated Fungal Res, Raleigh, NC 27695 USA
[10]
RXLR-mediated entry of Phytophthora sojae effector Avr1b into soybean cells does not require pathogen-encoded machinery
[J].
Dou, Daolong
;
Kale, Shiv D.
;
Wang, Xia
;
Jiang, Rays H. Y.
;
Bruce, Nathan A.
;
Arredondo, Felipe D.
;
Zhang, Xuemin
;
Tyler, Brett M.
.
PLANT CELL,
2008, 20 (07)
:1930-1947

Dou, Daolong
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Kale, Shiv D.
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Wang, Xia
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Jiang, Rays H. Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Bruce, Nathan A.
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Arredondo, Felipe D.
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Zhang, Xuemin
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA

Tyler, Brett M.
论文数: 0 引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA