Bioinformatics for Marine Products: An Overview of Resources, Bottlenecks, and Perspectives

被引:26
作者
Ambrosino, Luca [1 ]
Tangherlini, Michael [1 ]
Colantuono, Chiara [1 ]
Esposito, Alfonso [2 ]
Sangiovanni, Mara [1 ]
Miralto, Marco [1 ]
Sansone, Clementina [3 ]
Chiusano, Maria Luisa [1 ,4 ]
机构
[1] Dept Res Infrastruct Marine Biol Resources, Stn Zool Anton Dohrn, I-80121 Naples, Italy
[2] Univ Trento, Dept Cellular Computat & Integrat Biol CIBIO, I-38123 Povo, Trento, Italy
[3] Dept Marine Biotechnol, Stn Zool Anton Dohrn, I-80121 Naples, Italy
[4] Univ Naples Federico II, Dept Agr, I-80055 Naples, Italy
关键词
bioinformatics; omics; marine resources; biotechnological applications; marine observatories; MASS-SPECTROMETRY; NATURAL-PRODUCTS; POSTTRANSLATIONAL MODIFICATIONS; BIOTECHNOLOGICAL APPLICATIONS; METAGENOME ANALYSIS; MOLECULAR-DYNAMICS; DOWN PROTEOMICS; HIGH-THROUGHPUT; DRUG DISCOVERY; TIME-SERIES;
D O I
10.3390/md17100576
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
The sea represents a major source of biodiversity. It exhibits many different ecosystems in a huge variety of environmental conditions where marine organisms have evolved with extensive diversification of structures and functions, making the marine environment a treasure trove of molecules with potential for biotechnological applications and innovation in many different areas. Rapid progress of the omics sciences has revealed novel opportunities to advance the knowledge of biological systems, paving the way for an unprecedented revolution in the field and expanding marine research from model organisms to an increasing number of marine species. Multi-level approaches based on molecular investigations at genomic, metagenomic, transcriptomic, metatranscriptomic, proteomic, and metabolomic levels are essential to discover marine resources and further explore key molecular processes involved in their production and action. As a consequence, omics approaches, accompanied by the associated bioinformatic resources and computational tools for molecular analyses and modeling, are boosting the rapid advancement of biotechnologies. In this review, we provide an overview of the most relevant bioinformatic resources and major approaches, highlighting perspectives and bottlenecks for an appropriate exploitation of these opportunities for biotechnology applications from marine resources.
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页数:30
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共 288 条
[1]  
Acland A, 2013, NUCLEIC ACIDS RES, V41, pD8, DOI [10.1093/nar/gkx1095, 10.1093/nar/gks1189, 10.1093/nar/gkq1172]
[2]   Polyploidy and genome evolution in plants [J].
Adams, KL ;
Wendel, JF .
CURRENT OPINION IN PLANT BIOLOGY, 2005, 8 (02) :135-141
[3]  
Altenhoff AM, 2012, METHODS MOL BIOL, V855, P259, DOI 10.1007/978-1-61779-582-4_9
[4]   Phylogenetic and Functional Assessment of Orthologs Inference Projects and Methods [J].
Altenhoff, Adrian M. ;
Dessimoz, Christophe .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (01)
[5]   Multilevel comparative bioinformatics to investigate evolutionary relationships and specificities in gene annotations: an example for tomato and grapevine [J].
Ambrosino, Luca ;
Ruggieri, Valentino ;
Bostan, Hamed ;
Miralto, Marco ;
Vitulo, Nicola ;
Zouine, Mohamed ;
Barone, Amalia ;
Bouzayen, Mondher ;
Frusciante, Luigi ;
Pezzotti, Mario ;
Valle, Giorgio ;
Chiusano, Maria Luisa .
BMC BIOINFORMATICS, 2018, 19
[6]  
Ambrosino L, 2017, NEXT-GENERATION SEQUENCING AND BIOINFORMATICS FOR PLANT SCIENCE, P71, DOI 10.21775/9781910190654.05
[7]  
Ambrosino L, 2017, BIOINFORM BIOL INSIG, V11, P1, DOI 10.1177/1177932217690136
[8]   Comparative transcriptomics as a guide to natural product discovery and biosynthetic gene cluster functionality [J].
Amos, Gregory C. A. ;
Awakawa, Takayoshi ;
Tuttle, Robert N. ;
Letzel, Anne-Catrin ;
Kim, Min Cheol ;
Kudo, Yuta ;
Fenical, William ;
Moore, Bradley S. ;
Jensen, Paul R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (52) :E11121-E11130
[9]   GEOTRACES Changing the Way We Explore Ocean Chemistry [J].
Anderson, Robert F. ;
Mawji, Edward ;
Cutter, Gregory A. ;
Measures, Christopher I. ;
Jeandel, Catherine .
OCEANOGRAPHY, 2014, 27 (01) :50-61
[10]  
[Anonymous], 2014, ANN MAR BIOL RES