共 56 条
A microRNA signature and TGF-β1 response were identified as the key master regulators for spaceflight response
被引:35
作者:

Beheshti, Afshin
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA

Ray, Shayoni
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, USRA, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA

Fogle, Homer
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA

Berrios, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, USRA, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA

Costes, Sylvian V.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Space Biosci Div, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA
机构:
[1] NASA, Ames Res Ctr, WYLE, Moffett Field, CA 94035 USA
[2] NASA, Ames Res Ctr, USRA, Moffett Field, CA 94035 USA
[3] NASA, Ames Res Ctr, Space Biosci Div, Moffett Field, CA 94035 USA
来源:
关键词:
GENE-EXPRESSION;
T-CELL;
SIMULATED MICROGRAVITY;
CANCER PROGRESSION;
SPACE RADIATION;
IMMUNE-SYSTEM;
TGF-BETA;
AGE;
CARCINOGENESIS;
IRRADIATION;
D O I:
10.1371/journal.pone.0199621
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:
Translating fundamental biological discoveries from NASA Space Biology program into health risk from space flights has been an ongoing challenge. We propose to use NASA GeneLab database to gain new knowledge on potential systemic responses to space. Unbiased systems biology analysis of transcriptomic data from seven different rodent datasets reveals for the first time the existence of potential "master regulators" coordinating a systemic response to microgravity and/or space radiation with TGF-beta 1 being the most common regulator. We hypothesized the space environment leads to the release of biomolecules circulating inside the blood stream. Through datamining we identified 13 candidate microRNAs (miRNA) which are common in all studies and directly interact with TGF-beta 1 that can be potential circulating factors impacting space biology. This study exemplifies the utility of the GeneLab data repository to aid in the process of performing novel hypothesis-based research.
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页数:19
相关论文
共 56 条
[31]
Biological and metabolic response in STS-135 space-flown mouse skin
[J].
Mao, X. W.
;
Pecaut, M. J.
;
Stodieck, L. S.
;
Ferguson, V. L.
;
Bateman, T. A.
;
Bouxsein, M. L.
;
Gridley, D. S.
.
FREE RADICAL RESEARCH,
2014, 48 (08)
:890-897

Mao, X. W.
论文数: 0 引用数: 0
h-index: 0
机构:
Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA
Loma Linda Univ, Med Ctr, Loma Linda, CA USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Pecaut, M. J.
论文数: 0 引用数: 0
h-index: 0
机构:
Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA
Loma Linda Univ, Med Ctr, Loma Linda, CA USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Stodieck, L. S.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Colorado, BioServe Space Technol, Boulder, CO 80309 USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Ferguson, V. L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Colorado, BioServe Space Technol, Boulder, CO 80309 USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Bateman, T. A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Bouxsein, M. L.
论文数: 0 引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Orthoped Surg, Boston, MA 02115 USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA

Gridley, D. S.
论文数: 0 引用数: 0
h-index: 0
机构:
Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA
Loma Linda Univ, Med Ctr, Loma Linda, CA USA Loma Linda Univ, Dept Basic Sci, Div Radiat Res, Loma Linda, CA 92354 USA
[32]
Spaceflight Influences both Mucosal and Peripheral Cytokine Production in PTN-Tg and Wild Type Mice
[J].
McCarville, Justin L.
;
Clarke, Sandra T.
;
Shastri, Padmaja
;
Liu, Yi
;
Kalmokoff, Martin
;
Brooks, Stephen P. J.
;
Green-Johnson, Julia M.
.
PLOS ONE,
2013, 8 (07)

McCarville, Justin L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada
Univ Ontario Inst Technol, Fac Sci, Oshawa, ON, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Clarke, Sandra T.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada
Univ Ontario Inst Technol, Fac Sci, Oshawa, ON, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Shastri, Padmaja
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada
Univ Ontario Inst Technol, Fac Sci, Oshawa, ON, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Liu, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Genoa, Dipartimento Oncol Biol & Genet, Genoa, Italy
Ist Nazl Ric Canc, I-16132 Genoa, Italy Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Kalmokoff, Martin
论文数: 0 引用数: 0
h-index: 0
机构:
Agr & Agri Food Canada, Atlantic Food & Hort Res Ctr, Kentville, NS, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Brooks, Stephen P. J.
论文数: 0 引用数: 0
h-index: 0
机构:
Hlth Canada, Bur Nutr Sci, Ottawa, ON K1A 0L2, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada

Green-Johnson, Julia M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada
Univ Ontario Inst Technol, Fac Sci, Oshawa, ON, Canada Univ Ontario Inst Technol, Appl Biosci Grad Program, Oshawa, ON, Canada
[33]
miR-223 Regulates Cell Growth and Targets Proto-Oncogenes in Mycosis Fungoides/Cutaneous T-Cell Lymphoma
[J].
McGirt, Laura Y.
;
Adams, Clare M.
;
Baerenwald, Devin A.
;
Zwerner, Jeffrey P.
;
Zic, John A.
;
Eischen, Christine M.
.
JOURNAL OF INVESTIGATIVE DERMATOLOGY,
2014, 134 (04)
:1101-1107

McGirt, Laura Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA

Adams, Clare M.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Pathol Microbiol & Immunol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA

Baerenwald, Devin A.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA

Zwerner, Jeffrey P.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA

Zic, John A.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA

Eischen, Christine M.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Pathol Microbiol & Immunol, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Med Dermatol, Nashville, TN 37232 USA
[34]
MicroRNA-21 regulates expression of the PTEN tumor suppressor gene in human hepatocellular cancer
[J].
Meng, Fanyin
;
Henson, Roger
;
Wehbe-Janek, Hania
;
Ghoshal, Kalpana
;
Jacob, Samson T.
;
Patel, Tushar
.
GASTROENTEROLOGY,
2007, 133 (02)
:647-658

Meng, Fanyin
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA

Henson, Roger
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA

Wehbe-Janek, Hania
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA

Ghoshal, Kalpana
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA

Jacob, Samson T.
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA

Patel, Tushar
论文数: 0 引用数: 0
h-index: 0
机构: Texas A&M Univ, Dept Internal Med, Scott & White Clin, Hlth Sci Ctr,Coll Med, Temple, TX 76508 USA
[35]
Interplay of space radiation and microgravity in DNA damage and DNA damage response
[J].
Moreno-Villanueva, Maria
;
Wong, Michael
;
Lu, Tao
;
Zhang, Ye
;
Wu, Honglu
.
NPJ MICROGRAVITY,
2017, 3

Moreno-Villanueva, Maria
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USA
Univ Konstanz, D-78457 Constance, Germany NASA, Johnson Space Ctr, Houston, TX 77058 USA

Wong, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USA
Washington Univ, Sch Med, St Louis, MO USA NASA, Johnson Space Ctr, Houston, TX 77058 USA

Lu, Tao
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USA
Univ Houston Clear Lake, Houston, TX USA NASA, Johnson Space Ctr, Houston, TX 77058 USA

Zhang, Ye
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Kennedy Space Ctr, Cape Canaveral, FL USA NASA, Johnson Space Ctr, Houston, TX 77058 USA

Wu, Honglu
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USA NASA, Johnson Space Ctr, Houston, TX 77058 USA
[36]
Evaluation of rodent spaceflight in the NASA animal enclosure module for an extended operational period (up to 35 days)
[J].
Moyer, Eric L.
;
Dumars, Paula M.
;
Sun, Gwo-Shing
;
Martin, Kara J.
;
Heathcote, David G.
;
Boyle, Richard D.
;
Skidmore, Mike G.
.
NPJ MICROGRAVITY,
2016, 2

Moyer, Eric L.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA
Blue Marble Space Inst Sci, Seattle, WA USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Dumars, Paula M.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA Res Pk, Wyle, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Sun, Gwo-Shing
论文数: 0 引用数: 0
h-index: 0
机构:
NASA Res Pk, Wyle, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Martin, Kara J.
论文数: 0 引用数: 0
h-index: 0
机构:
ASRC Fed Space & Def, Beltsville, MD USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Heathcote, David G.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA Res Pk, Wyle, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Boyle, Richard D.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA

Skidmore, Mike G.
论文数: 0 引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA NASA, Ames Res Ctr, Space Biosci Res Branch, Moffett Field, CA 94035 USA
[37]
miR-34 and p53: New Insights into a Complex Functional Relationship
[J].
Navarro, Francisco
;
Lieberman, Judy
.
PLOS ONE,
2015, 10 (07)

Navarro, Francisco
论文数: 0 引用数: 0
h-index: 0
机构:
Boston Childrens Hosp, Cellular & Mol Med Program, Boston, MA 02115 USA Boston Childrens Hosp, Cellular & Mol Med Program, Boston, MA 02115 USA

Lieberman, Judy
论文数: 0 引用数: 0
h-index: 0
机构:
Boston Childrens Hosp, Cellular & Mol Med Program, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Pediat, Boston, MA 02115 USA Boston Childrens Hosp, Cellular & Mol Med Program, Boston, MA 02115 USA
[38]
Radiation Acts on the Microenvironment to Affect Breast Carcinogenesis by Distinct Mechanisms that Decrease Cancer Latency and Affect Tumor Type
[J].
Nguyen, David H.
;
Oketch-Rabah, Hellen A.
;
Illa-Bochaca, Irineu
;
Geyer, Felipe C.
;
Reis-Filho, Jorge S.
;
Mao, Jian-Hua
;
Ravani, Shraddha A.
;
Zavadi, Jiri
;
Borowsky, Alexander D.
;
Jerry, D. Joseph
;
Dunphy, Karen A.
;
Seo, Jae Hong
;
Haslam, Sandra
;
Medina, Daniel
;
Barcellos-Hoff, Mary Helen
.
CANCER CELL,
2011, 19 (05)
:640-651

Nguyen, David H.
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Oketch-Rabah, Hellen A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Illa-Bochaca, Irineu
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Geyer, Felipe C.
论文数: 0 引用数: 0
h-index: 0
机构:
Inst Canc Res, Breakthrough Breast Canc Res Ctr, Mol Pathol Lab, London SW3 6JB, England NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Reis-Filho, Jorge S.
论文数: 0 引用数: 0
h-index: 0
机构:
Inst Canc Res, Breakthrough Breast Canc Res Ctr, Mol Pathol Lab, London SW3 6JB, England NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Mao, Jian-Hua
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Ravani, Shraddha A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Zavadi, Jiri
论文数: 0 引用数: 0
h-index: 0
机构:
NYU Langone Med Ctr, NYU Canc Inst, Dept Pathol, New York, NY 10016 USA
NYU Langone Med Ctr, Ctr Hlth Informat & Bioinformat, New York, NY 10016 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Borowsky, Alexander D.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Med Pathol, Ctr Comparat Med, Davis, CA 95616 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Jerry, D. Joseph
论文数: 0 引用数: 0
h-index: 0
机构:
Pioneer Valley Life Sci Inst, Springfield, MA 01199 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Dunphy, Karen A.
论文数: 0 引用数: 0
h-index: 0
机构:
Pioneer Valley Life Sci Inst, Springfield, MA 01199 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Seo, Jae Hong
论文数: 0 引用数: 0
h-index: 0
机构:
Korea Univ, Dept Internal Med, Sect Med Oncol, Seoul 136701, South Korea NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Haslam, Sandra
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Physiol, E Lansing, MI USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Medina, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Baylor Coll Med, Houston, TX 77030 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA

Barcellos-Hoff, Mary Helen
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA NYU, Sch Med, Dept Radiat Oncol, New York, NY 10016 USA
[39]
Nora, a BH3-only member of the Bcl-2 family and candidate mediator of p53-induced apoptosis
[J].
Oda, E
;
Ohki, R
;
Murasawa, H
;
Nemoto, J
;
Shibue, T
;
Yamashita, T
;
Tokino, T
;
Taniguchi, T
;
Tanaka, N
.
SCIENCE,
2000, 288 (5468)
:1053-1058

Oda, E
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Ohki, R
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Murasawa, H
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Nemoto, J
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Shibue, T
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Yamashita, T
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Tokino, T
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Taniguchi, T
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan

Tanaka, N
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tokyo, Grad Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1130033, Japan
[40]
Differential analysis of RNA-seq incorporating quantification uncertainty
[J].
Pimentel, Harold
;
Bray, Nicolas L.
;
Puente, Suzette
;
Melsted, Pall
;
Pachter, Lior
.
NATURE METHODS,
2017, 14 (07)
:687-+

Pimentel, Harold
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USA Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USA

Bray, Nicolas L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Innovat Genom Inst, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Mol & Cell Biol, 229 Stanley Hall, Berkeley, CA 94720 USA Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USA

Puente, Suzette
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 Comp Sci, Berkeley, CA 94720 USA

Melsted, Pall
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Iceland, Fac Ind Engn Mech Engn & Comp Sci, Reykjavik, Iceland Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USA

Pachter, Lior
论文数: 0 引用数: 0
h-index: 0
机构:
CALTECH, Div Biol & Biol Engn, Pasadena, CA 91125 USA Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USA