Tracking the functional meaning of the human oral-microbiome protein-protein interactions
被引:7
|
作者:
Rosa, Nuno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Rosa, Nuno
[1
]
Campos, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Campos, Bruno
[1
]
Esteves, Ana Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Esteves, Ana Cristina
[1
]
Duarte, Ana Sofia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Duarte, Ana Sofia
[1
]
Correia, Maria Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Correia, Maria Jose
[1
]
Silva, Raquel M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Silva, Raquel M.
[1
]
Barros, Marlene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, PortugalUniv Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
Barros, Marlene
[1
]
机构:
[1] Univ Catolica Portuguesa, Fac Med Dent, Ctr Interdisciplinary Res Hlth CIIS, Viseu, Portugal
来源:
ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY, VOL 121
|
2020年
/
121卷
The interactome - the network of protein-protein interactions (PPIs) within a cell or organism - is technically difficult to assess. Bioinformatic tools can, not only, identify potential PPIs that can be later experimentally validated, but also be used to assign functional meaning to PPIs. Saliva's potential as a non-invasive diagnostic fluid is currently being explored by several research groups. But, in order to fully attain its potential, it is necessary to achieve the full characterization of the mechanisms that take place within this ecosystem. The onset of omics technologies, and specifically of proteomics, delivered a huge set of data that is largely underexplored. Quantitative information relative to proteins within a given context (for example a given disease) can be used by computational algorithms to generate information regarding PPIs. These PPIs can be further analyzed concerning their functional meaning and used to identify potential biomarkers, therapeutic targets, defense and pathogenicity mechanisms. We describe a computational pipeline that can be used to identify and analyze PPIs between human and microbial proteins. The pipeline was tested within the scenario of human PPIs of systemic (Zika Virus infection) and of oral conditions (Periodontal disease) and also in the context of microbial interactions (Candida-Streptococcus) and showed to successfully predict functionally relevant PPIs. The pipeline can be applied to different scientific areas, such as pharmacological research, since a functional meaningful PPI network can provide insights on potential drug targets, and even new uses for existing drugs on the market.
机构:
US FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USAUS FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USA
Goodacre, Norman
Devkota, Prajwal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Miami, Dept Comp Sci, Coral Gables, FL 33146 USAUS FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USA
Devkota, Prajwal
Bae, Eunhae
论文数: 0引用数: 0
h-index: 0
机构:
US FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USAUS FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USA
Bae, Eunhae
Wuchty, Stefan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Miami, Dept Comp Sci, Coral Gables, FL 33146 USA
Univ Miami, Ctr Computat Sci, Coral Gables, FL 33146 USA
Univ Miami, Dept Biol, Coral Gables, FL 33124 USA
Univ Miami, Miller Sch Med, Sylvester Comprehens Canc Ctr, Miami, FL 33136 USAUS FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USA
Wuchty, Stefan
Uetz, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Study Biol Complex, Richmond, VA 23284 USAUS FDA, Div Viral Prod, Off Vaccines Res & Review, Ctr Biol Evaluat & Res, Silver Spring, MD USA
机构:
Shenyang Normal Univ, Software Coll, Shenyang 110034, Liaoning, Peoples R ChinaShenyang Normal Univ, Software Coll, Shenyang 110034, Liaoning, Peoples R China
Mei, Suyu
Flemington, Erik K.
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Univ, Dept Pathol, Tulane Canc Ctr, New Orleans, LA 70112 USAShenyang Normal Univ, Software Coll, Shenyang 110034, Liaoning, Peoples R China
Flemington, Erik K.
Zhang, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Xavier Univ, Dept Comp Sci, New Orleans, LA 70125 USAShenyang Normal Univ, Software Coll, Shenyang 110034, Liaoning, Peoples R China
机构:
Columbia Univ, Dept Microbiol, New York, NY 10032 USA
Columbia Univ, Inst Canc Res, New York, NY 10032 USACarnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Boysen, Jacob H.
Fanning, Saranna
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Microbiol, New York, NY 10032 USA
Columbia Univ, Inst Canc Res, New York, NY 10032 USA
Natl Univ Ireland Univ Coll Cork, Dept Microbiol, Cork, IrelandCarnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Fanning, Saranna
Newberg, Justin
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Mellon Univ, Ctr Bioimage Informat, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Dept Biomed Engn, Pittsburgh, PA 15213 USACarnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Newberg, Justin
Murphy, Robert F.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Ctr Bioimage Informat, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Dept Biomed Engn, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Lane Ctr Computat Biol, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Dept Machine Learning, Pittsburgh, PA 15213 USACarnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Murphy, Robert F.
Mitchell, Aaron P.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA
Columbia Univ, Dept Microbiol, New York, NY 10032 USA
Columbia Univ, Inst Canc Res, New York, NY 10032 USACarnegie Mellon Univ, Dept Biol Sci, Pittsburgh, PA 15213 USA