Table 1.
Name | 2005 Total | 2006 Total | 2007 Total | 2008 Total | 2009 Total | 2010 Total | 2011 |
2012a |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Resources | Databases | Tools | Total | Resources | Databases | Tools | Total | |||||||
Computer related | ||||||||||||||
Bio-* programming tools | 20 | 20 | 20 | 20 | 20 | 18 | 6 | 12 | 18 | 6 | 12 | 18 | ||
C/C++ | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | ||
Databases | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 5 | 6 | 1 | 5 | 6 | ||
Java | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 3 | 1 | 4 | ||
Linux/Unix | 12 | 12 | 11 | 11 | 11 | 10 | 5 | 1 | 4 | 10 | 5 | 1 | 4 | 10 |
PERL | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 5 | 4 | 1 | 5 | ||
PHP | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||
Statistics | 9 | 9 | 9 | 9 | 9 | 9 | 2 | 7 | 9 | 2 | 7 | 9 | ||
Web development | 6 | 6 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | ||||
Web services | 5 | 6 | 7 | 7 | 10 | 17 | 3 | 16 | 19 | 3 | 15 | 18 | ||
Workflows | 3 | 1 | 5 | 6 | 1 | 7 | 8 | |||||||
DNA | ||||||||||||||
Annotations | 29 | 38 | 56 | 57 | 62 | 71 | 1 | 7 | 65 | 73 | 1 | 6 | 59 | 66 |
Databases | 56 | 56 | 54 | 2 | 56 | |||||||||
DNA and genomic analysis | 17 | 19 | 20 | 23 | 24 | 25 | 5 | 1 | 22 | 28 | 5 | 1 | 26 | 32 |
Gene prediction | 17 | 32 | 33 | 34 | 37 | 37 | 1 | 1 | 35 | 37 | 1 | 1 | 29 | 31 |
Mapping and assembly | 12 | 14 | 15 | 15 | 17 | 20 | 3 | 2 | 16 | 21 | 3 | 2 | 11 | 16 |
Phylogeny reconstruction | 24 | 37 | 43 | 46 | 49 | 53 | 4 | 4 | 45 | 53 | 4 | 4 | 41 | 49 |
Sequence polymorphisms | 22 | 32 | 39 | 41 | 42 | 44 | 1 | 8 | 39 | 48 | 1 | 7 | 39 | 47 |
Sequence retrieval and submission | 23 | 26 | 30 | 32 | 32 | 30 | 1 | 6 | 23 | 30 | 1 | 7 | 20 | 28 |
Structure and sequence feature detection | 71 | 118 | 142 | 145 | 150 | 161 | 3 | 10 | 150 | 163 | 3 | 9 | 137 | 149 |
Tools for the bench | 44 | 55 | 63 | 65 | 71 | 76 | 2 | 7 | 67 | 76 | 2 | 4 | 60 | 66 |
Education | ||||||||||||||
Bioinformatics-related news sources | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 7 | 7 | ||||
Community | 19 | 19 | 24 | 23 | 23 | 18 | 17 | 2 | 19 | 17 | 1 | 1 | 19 | |
Courses, programs and workshops | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | ||||
Directories and portals | 12 | 15 | 15 | 15 | 15 | 18 | 12 | 6 | 18 | 12 | 1 | 5 | 18 | |
General | 15 | 15 | 14 | 14 | 14 | 14 | 13 | 1 | 14 | 12 | 1 | 13 | ||
Tutorials and directed learning resources | 9 | 9 | 9 | 9 | 9 | 10 | 10 | 10 | 9 | 9 | ||||
Expression | ||||||||||||||
cDNA, EST, SAGE | 24 | 29 | 36 | 44 | 48 | 49 | 1 | 10 | 38 | 49 | 1 | 8 | 29 | 38 |
Databases | 21 | 21 | 20 | 3 | 20 | |||||||||
Gene regulation | 59 | 96 | 119 | 120 | 128 | 138 | 3 | 16 | 127 | 146 | 3 | 16 | 119 | 138 |
Gene set analysis | 11 | 24 | 1 | 29 | 30 | 1 | 32 | 33 | ||||||
Networks | 8 | 12 | 16 | 2 | 15 | 17 | 1 | 21 | 22 | |||||
Protein expression | 7 | 8 | 9 | 17 | 22 | 23 | 1 | 3 | 18 | 22 | 1 | 2 | 18 | 21 |
Splicing | 9 | 16 | 19 | 19 | 21 | 22 | 3 | 17 | 20 | 3 | 16 | 19 | ||
Transcript expression and microarrays | 54 | 75 | 89 | 101 | 108 | 121 | 5 | 10 | 107 | 122 | 5 | 9 | 96 | 110 |
Human genome | ||||||||||||||
Annotations | 22 | 31 | 37 | 38 | 39 | 46 | 2 | 5 | 39 | 46 | 2 | 4 | 35 | 41 |
Databases | 31 | 1 | 32 | 30 | 2 | 32 | ||||||||
Ethics | 7 | 7 | 8 | 8 | 8 | 6 | 5 | 1 | 6 | 4 | 1 | 5 | ||
Genomics | 4 | 4 | 3 | 3 | 10 | 19 | 3 | 2 | 15 | 20 | 3 | 2 | 16 | 21 |
Health and disease | 11 | 14 | 19 | 23 | 27 | 29 | 1 | 7 | 23 | 31 | 1 | 7 | 24 | 32 |
Other resources | 22 | 25 | 29 | 29 | 29 | 31 | 9 | 4 | 17 | 30 | 9 | 4 | 16 | 29 |
Sequence polymorphisms | 17 | 25 | 33 | 36 | 38 | 46 | 2 | 4 | 43 | 49 | 2 | 4 | 44 | 50 |
Literature | ||||||||||||||
Databases | 7 | 7 | 7 | 7 | ||||||||||
Goldmines | 5 | 6 | 6 | 6 | 6 | 5 | 1 | 4 | 5 | 1 | 4 | 5 | ||
Open access resources | 2 | 2 | 2 | 2 | 3 | 4 | 1 | 3 | 4 | 1 | 3 | 4 | ||
Search tools | 6 | 10 | 12 | 12 | 13 | 14 | 6 | 8 | 14 | 6 | 6 | 12 | ||
Text mining | 7 | 11 | 15 | 22 | 30 | 31 | 4 | 30 | 34 | 4 | 35 | 39 | ||
Model organisms | ||||||||||||||
Databases | 95 | 95 | 94 | 1 | 94 | |||||||||
Fish | 11 | 11 | 11 | 11 | 11 | 11 | 5 | 6 | 11 | 4 | 5 | 9 | ||
Fly | 12 | 16 | 17 | 17 | 17 | 21 | 2 | 8 | 13 | 23 | 1 | 7 | 16 | 24 |
General resources | 20 | 23 | 27 | 28 | 29 | 32 | 3 | 12 | 16 | 31 | 3 | 11 | 16 | 30 |
Microbes | 19 | 31 | 38 | 45 | 53 | 60 | 3 | 12 | 49 | 64 | 2 | 9 | 51 | 62 |
Mouse and rat | 28 | 32 | 35 | 35 | 36 | 42 | 4 | 17 | 21 | 42 | 4 | 11 | 24 | 39 |
Other organisms | 13 | 18 | 21 | 21 | 21 | 22 | 3 | 6 | 13 | 22 | 3 | 4 | 13 | 20 |
Other vertebrates | 10 | 10 | 10 | 10 | 10 | 11 | 1 | 3 | 7 | 11 | 1 | 3 | 7 | 11 |
Plants | 11 | 16 | 19 | 21 | 25 | 28 | 2 | 10 | 18 | 30 | 2 | 9 | 20 | 31 |
Worm | 9 | 9 | 9 | 9 | 9 | 10 | 1 | 4 | 6 | 11 | 1 | 4 | 8 | 13 |
Yeast | 11 | 15 | 18 | 18 | 18 | 21 | 2 | 9 | 10 | 21 | 2 | 7 | 12 | 21 |
Other molecules | ||||||||||||||
Carbohydrates | 5 | 6 | 6 | 6 | 6 | 7 | 7 | 7 | 5 | 5 | ||||
Compounds | 2 | 6 | 12 | 1 | 14 | 15 | 1 | 15 | 16 | |||||
Databases | 26 | 26 | 25 | 1 | 26 | |||||||||
Enzymes | 2 | |||||||||||||
Metabolites | 3 | 4 | 7 | 12 | 1 | 12 | 13 | 1 | 13 | 14 | ||||
Peptides | 1 | 1 | ||||||||||||
Small molecules | 1 | 3 | 6 | 6 | 9 | 13 | 2 | 13 | 15 | 2 | 15 | 17 | ||
Protein | ||||||||||||||
2D Structure prediction | 29 | 51 | 58 | 60 | 63 | 65 | 1 | 65 | 66 | 56 | 56 | |||
3D Structural features | 53 | 70 | 75 | 85 | 100 | 1 | 2 | 103 | 106 | 1 | 2 | 107 | 110 | |
3D Structure comparison | 78 | 35 | 45 | 50 | 59 | 71 | 1 | 6 | 68 | 75 | 1 | 6 | 62 | 69 |
3D Structure prediction | 48 | 59 | 60 | 70 | 83 | 4 | 1 | 85 | 90 | 2 | 1 | 83 | 86 | |
3D Structure retrieval, viewing | 28 | 45 | 51 | 52 | 56 | 58 | 4 | 7 | 47 | 58 | 3 | 8 | 42 | 53 |
Annotation and function | 26 | 35 | 44 | 47 | 53 | 57 | 5 | 57 | 62 | 5 | 56 | 61 | ||
Biochemical features | 25 | 37 | 40 | 41 | 46 | 46 | 2 | 2 | 43 | 47 | 2 | 2 | 41 | 45 |
Databases | 116 | 1 | 117 | 115 | 2 | 117 | ||||||||
Do-it-all tools for protein | 6 | 8 | 8 | 13 | 14 | 15 | 3 | 12 | 15 | 3 | 11 | 14 | ||
Domains and motifs | 50 | 86 | 112 | 115 | 121 | 124 | 14 | 115 | 129 | 14 | 109 | 123 | ||
Identification, presentation and format | 12 | 13 | 14 | 14 | 14 | 14 | 1 | 13 | 14 | 1 | 14 | 15 | ||
Networks & Interactions, pathways, enzymes | 48 | 66 | 88 | 94 | 107 | 125 | 3 | 21 | 113 | 137 | 2 | 19 | 113 | 134 |
Localization and targeting | 19 | 30 | 38 | 38 | 39 | 41 | 3 | 39 | 42 | 3 | 34 | 37 | ||
Molecular dynamics and docking | 19 | 21 | 27 | 34 | 40 | 1 | 44 | 45 | 1 | 48 | 49 | |||
Phylogeny reconstruction | 28 | 36 | 44 | 45 | 53 | 54 | 4 | 5 | 47 | 56 | 4 | 4 | 48 | 56 |
Protein expression | 7 | 8 | 8 | 8 | 10 | 10 | 1 | 2 | 7 | 10 | 1 | 2 | 8 | 11 |
Proteomics | 21 | 25 | 27 | 33 | 37 | 39 | 3 | 4 | 32 | 39 | 3 | 4 | 26 | 33 |
Sequence comparison | 7 | 14 | 17 | 18 | 18 | 18 | 18 | |||||||
Sequence data | 7 | 7 | 8 | 9 | 10 | 10 | 1 | 6 | 3 | 10 | 1 | 5 | 3 | 9 |
Sequence features | 14 | 25 | 31 | 33 | 38 | 46 | 2 | 2 | 46 | 50 | 2 | 3 | 47 | 52 |
Sequence retrieval | 21 | 27 | 29 | 29 | 31 | 29 | 1 | 6 | 21 | 28 | 1 | 7 | 20 | 28 |
RNA | ||||||||||||||
Databases | 0 | 24 | 1 | 25 | 23 | 2 | 25 | |||||||
Functional RNAs | 9 | 14 | 19 | 26 | 32 | 37 | 0 | 5 | 39 | 44 | 5 | 41 | 46 | |
General resources | 8 | 10 | 10 | 10 | 10 | 11 | 4 | 3 | 4 | 11 | 5 | 2 | 4 | 11 |
Motifs | 9 | 19 | 21 | 22 | 23 | 25 | 0 | 1 | 26 | 27 | 1 | 25 | 26 | |
Sequence retrieval | 11 | 11 | 10 | 11 | 11 | 9 | 0 | 2 | 7 | 9 | 2 | 7 | 9 | |
Structure prediction, visualization and design | 24 | 38 | 47 | 54 | 58 | 62 | 0 | 3 | 65 | 68 | 3 | 64 | 67 | |
Sequence comparison | ||||||||||||||
Alignment editing and visualization | 14 | 20 | 21 | 21 | 23 | 25 | 0 | 0 | 25 | 25 | 23 | 23 | ||
Analysis of aligned sequences | 27 | 43 | 59 | 60 | 62 | 64 | 0 | 0 | 65 | 65 | 1 | 57 | 58 | |
Comparative genomics | 19 | 26 | 33 | 35 | 37 | 48 | 2 | 7 | 40 | 49 | 2 | 6 | 33 | 41 |
Multiple sequence alignments | 19 | 38 | 50 | 56 | 57 | 65 | 1 | 0 | 67 | 68 | 1 | 1 | 62 | 64 |
Other alignment tools | 6 | 11 | 11 | 11 | 11 | 12 | 0 | 0 | 13 | 13 | 12 | 12 | ||
Pairwise sequence alignments | 11 | 22 | 23 | 26 | 33 | 35 | 1 | 0 | 34 | 35 | 1 | 30 | 31 | |
Similarity searching | 13 | 31 | 47 | 47 | 49 | 50 | 1 | 2 | 49 | 52 | 1 | 3 | 45 | 49 |
Total unique resources, databases and tools in Bioinformatics Links Directory | 700+ | 1000+ | 1100+ | 1200+ | 1400 | 1500 | 144 | 480 | 1250 | 1874 | 134 | 455 | 1205 | 1794 |
aA complete listing of all URLs listed in the Nucleic Acids Research 2012 Web Server Issue can be accessed online at: http://bioinformatics.ca/links_directory/narweb2012.