GeneX Development Supported By
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Databases and other software tools for Gene Expression
In the table below are some of the tools, databases and other resources
that we have reviewed over the last few months. If you know of others
that merit inclusion in this group, we would be happy to oblige. Please send us a note and give us at least a top-level
URL for the resource. If you think that this list misrepresents the
capabilities of an entry (ie, if an entry has been updated recently) or if you can think of additional
information that would be valuable to include, we'd be grateful for the
input.
Abbreviations are expanded at the bottom of the page.
Databases with Application to Gene Expression
SW Name (Org) |
Sequence Analysis |
Gene Expr Analysis |
Database function |
Interface |
Free Database Access? |
SW Free? |
Public Data Deposit? |
Output |
Type* |
Online Docs |
Schema |
Pubs |
Other URLs |
GeneX (NCGR) |
L |
clust,perm SOM,PCA, stats,prof plots,viz, eisen |
DB
(PostgreSQL,
Sybase) |
HTML XWin Java |
Yes |
Yes |
Yes w/ registration |
Data formatted for
J-Express,
xcluster,
xgobi,
or in GeneXML
and soon
MAML |
O |
No |
Yes |
IBM Systems J 40(2),'01 |
GeneX Listservs |
maxd (Manchester) |
No |
2D plots, clust, filt,via MaxdView |
DB
(PostgreSQL,
MySQL,
Oracle8i |
Java |
No? |
Yes |
No? |
ASCII |
A |
|
EBI's Schema |
No? |
Data Loading Tool |
Stanford MicroArray DB (Stanford) |
? |
? |
DB |
HTML |
No |
For Acad nonprofits |
No |
HTML ascii |
A |
Yes |
Yes |
Yes |
No |
AMAD
(UCSF, microarrays.org) |
No |
Yes* via Cluster
TreeView |
Perl flatfile DB |
HTML javascript |
No |
Yes |
No |
ASCII |
A |
Yes |
Flatfile |
No |
Screenshots
FAQ |
MicroArray Project (NHGRI) |
BLAST |
ImAn, clustering |
DB |
Java HTML |
Demo1
Demo2 |
Yes* |
No |
Java screens |
G |
Yes |
Yes |
Yes |
|
NHGRI ArrayDB v 2.2.03 (NHGRI) |
Not Apparent fr Descr |
Described, but not available(?) |
DB Sybase Oracle |
HTML |
Demo |
Yes w/ Registration> |
No |
ASCII, image, binary data |
G |
Few |
Yes |
Yes |
Change Log |
cDNA DB
(NHGRI) |
DB of CloneID, Unigene Sets |
No |
DB |
FileMakerPro |
No |
Data Free |
No |
FMPro |
G |
Yes |
No |
No |
|
ExpressDB v2.00 (Harvard) |
No |
No |
DB |
HTML Javascript |
Yes |
No |
No* |
HTML Tables |
A |
Yes |
Logical Model
Physical Model
Table Defs
|
Yes |
Yes |
EPODB (U Penn) |
L |
No |
DB |
HTML Java |
Yes |
No |
No* |
HTML Tables |
A |
Yes |
Yes |
Yes |
Controlled Vocabulary |
RNA Abundance DB (U Penn) |
? |
? |
DB |
HTML |
Yes |
? |
No* |
HTML |
A |
Yes |
No |
No |
Controlled Vocabulary,
Slides |
GenomXtools (VisualGenomics) |
Yes* |
clust, plots, map
|
Int |
win32 |
No |
No |
No |
win32 ascii |
$ |
No |
No |
No |
No |
ArrayExpress (EBI) |
? |
? |
DB |
? |
Yes |
? |
Yes |
GEML ascii HTML |
G |
No |
Yes |
No |
Meeting Data mining |
Gene Expression Omnibus (NCBI) |
L |
No |
DB |
email HTML Tables |
Yes |
No |
Yes |
GEO-XML |
G |
Yes |
Yes |
No |
DB Tables |
GeneChip Analysis Suite (Affymetrix) |
L |
ImAn, clust, stats |
A - GATC |
win32 |
No |
No |
No |
win32 GATC |
$ |
No |
GATC (PDF) |
No |
Data Flow
|
GeneChip LIMS (Affymetrix) |
No |
No |
DB |
win32 |
No |
No |
No |
win32 GATC |
$ |
No |
GATC (PDF) |
No |
Data Flow |
GeneChip Data Mining Tool (Affymetrix) |
L |
clust, stats, plots, viz |
A - GATC |
win32 |
No |
No |
No |
win32 ascii |
$ |
No |
GATC (PDF) |
No |
Data Flow |
Array Explorer (Spotfire) |
No |
clust, stats, PCA, eisen, plots, viz |
A - GATC |
win32 |
No |
No |
No |
win32 ascii |
$ |
Yes |
NA |
No |
No |
Genesight (BioDiscovery) |
No |
ImAn, clust, PCA, stats, plots, viz |
Int |
win32 |
No |
No |
No |
win32 ascii |
$ |
No |
No |
Promo/Tech Report |
Related products |
CloneTracker (BioDiscovery) |
No |
Sybase-based LIMS DB |
DB |
Win32 |
No |
No |
No |
win32 ascii |
$ |
No |
No |
No |
Related products |
GeneSpring (Silicon Genetics) |
L |
clust, PCA, stats, plots, viz, map |
A |
Java |
Yes |
No |
Yes* |
Java ascii |
$ |
Full |
No |
No |
Demo
Resolver (Rosetta) |
L |
ImAn, clust, PCA, stats, plots, viz, map |
Int |
Java |
No |
No |
No |
Java ascii |
$ |
No |
No |
No |
Response to OMG GE RFI |
LifeArray (Incyte) |
Yes |
clust, PCA, stats, plots |
A - GATC, others |
Java |
No |
No |
No |
Java ascii |
$ |
No |
No |
No |
No |
SSBM (Informax) |
Yes |
L |
Int |
Java |
No |
No |
No |
Java ascii |
$ |
No |
No |
No |
No |
Expressionist (GeneData) |
Yes* |
clust, PCA, stats, MDS, plots, viz |
A |
Java |
N |
N |
N |
Various |
$ |
No |
No |
No |
No |
GXD (Jackson Labs) |
No |
No |
DB |
HTML |
Yes |
No |
Soon |
HTML ascii |
O |
Yes |
No |
Yes |
Mouse Anatomical Dictionary |
GeneExpress (Gene Logic) |
L |
clust, PCA, stats, plots, viz |
Int |
Java |
No |
No |
No |
varies |
$ |
No |
No |
No |
No |
ChipDB (Whitehead) |
No |
? |
DB |
HTML |
Yes |
No |
No |
HTML ascii |
A |
No |
No |
No |
GENECLUSTER |
| Analytical Tools with Application to Gene Expression |
SW Name (Org) |
Primary Function |
Other Features |
Links to Database |
Interface/ Platform |
Free Access? (if web) |
SW Free? |
Data Upload Req'd? |
Output Formats |
Online Docs |
Pubs? |
Other URLs |
CyberT (UC Irvine & NCGR) |
t-test variants for GE datasets |
2/3D viz w/ xgobi |
GeneX supports |
HTML Xwin |
@UCI
@NCGR |
Yes |
Yes |
HTML ascii Xwin postscript PDF |
Yes |
Contact Author |
xgobi docs (PDF) |
J-Express U Bergen |
clust, eisen SOM, prof PCA, plots stats |
VRML |
GeneX supports |
Java |
NA |
Yes |
NA |
ascii 2,3D plots postscript |
Yes |
Yes, See homepage |
No |
ArrayMaker (Stanford) |
ArCon |
|
No |
win32 |
NA |
Yes |
No |
NA |
Yes |
No |
PDF,
req's jogger
also free |
ScanAlyze (Stanford) |
uArray Image Analysis |
Grid Def'n spot analysis |
Preps data for DB |
win32 |
NA |
free to acad non-profits |
No |
Tab-delim ascii |
Yes |
No |
No |
Image/J (NIH) |
GP Sci Image Analysis |
free plugins, analyt routines |
No |
Java |
NA |
Yes |
No |
Tab-delim ascii mult image formats XLS |
No |
No |
Listserv,
Source Code,
ImAn links |
Array-Pro (Media Cybernetics) |
Array Image Analysis |
interfaces w/ GeneMaths (see below) |
NA |
win32 |
NA |
No |
No |
Tab-delim ascii mult image formats |
No |
No |
Demo,
Promo PDF,
SDK
|
GenExplore (Applied Maths) |
GE Data Mining stats,clust, SOM,PCA, prof,eisen |
interfaces w/ ArrayPro (see above) |
Oracle, SQL Server, ODBC |
win32 |
NA |
No |
NA |
Tab-delim ascii WYSIWYG printing |
No |
No |
Demo,
Promo PDF |
Cluster (Stanford) |
clustering on large datasets |
hierarchical, SOMs,kmeans, PCA |
No |
win32 |
NA |
free to acad non-profits |
No |
win32, GIFs |
No |
Yes |
TreeView |
XCluster (Stanford) |
cmdline var of cluster |
multi platform |
GeneX supports |
command line |
via NCGR |
free to acad non-profits |
No |
ascii |
Yes |
Yes |
Academic License |
TreeView (Stanford) |
view cluster output |
make images for pub |
No |
win32 |
NA |
ree to acad non-profits |
No |
GIFs |
Yes |
No |
Source Code |
EPCLUST (EBI) |
hierarchical clust'g of GE datasets |
GIF viz of output |
No |
HTML |
Yes |
No |
Yes |
ascii, GIF |
No |
No |
No |
| Partek |
soph. GP data analysis tool |
clust,PCA, MDS,viz for GE data |
No |
tcl/tk |
NA |
No |
No |
ascii,var images, postscript |
No |
No |
Screenshot
Demo |
xgobi/xgvis (ATT Labs, Telcordia) |
soph. GP data analysis tool |
exceptional 3D viz of multiple variables |
No |
XWindows |
NA |
Yes |
No |
XWindows ascii |
Yes |
Lots (References) |
Links to R,S,Splus |
The R language |
comprehensive statistical analysis |
good plotting pkg; can use xgobi for 3D viz |
PostgreSQL,
| commandline unix,Mac,PC |
NA |
Yes |
No |
ascii,postscript, GIF,XWindows |
Yes |
No |
FAQ |
Data Explorer (IBM) |
Data flow visual programming |
hi quality viz, analytical modules |
Possible; not simple |
XWindows Java |
NA |
Yes |
No |
images, ascii, HDF |
Yes |
No |
No |
JMAviewer (Albert Einstein) |
view,cluster microarray data |
calls KEGG, BLAST, Unigene |
Yes JDBC |
Java |
Demo |
No |
No |
? |
No |
No |
Yes |
ArrayViewer (TIGR) |
view, sort array data |
data Normal- ization, gene links |
Yes |
Java |
NA |
free to acad non-profits |
No |
ascii, plots, Spotfire, |
No |
No |
Yes |
arrayScout (Lion BioSci) |
view, plot, sort, clust/eisen array data |
stats, BioSCOUT interface |
SRS |
? |
No |
No |
NA |
images other? |
No |
No |
No |
SeqArray (GCG) |
clust, plot, query, eisen views of array data |
SeqWeb integration |
SeqStore |
Java |
No |
No |
Yes |
images other? |
No |
No |
No |
GenePix4000 (Axon) |
GenePix 4000 control |
ImAn |
No |
win32 |
No |
No |
NA |
TIFFs tab delim data |
No |
No |
No |
GeneSight (BioDiscovery) |
2/3D plots,clust, PCA,time series |
|
links to Imagene |
win32 |
No |
No |
NA |
? |
No |
No |
AutoGene |
ArrayVision (Imaging Research) |
ImAn Normalization |
Batch Operation |
No |
win32 |
No |
No |
NA |
? |
PDF
|
No |
Statistical Informatics |
Demo
Array Stat (Imaging Research) |
Win/GUI Stat eval of GE data |
Filtering & processing of data prior to clustering, data mining |
N |
WinNT/2K |
N |
N |
N |
Ascii Stats, plots, |
No |
Technical Report |
PPT Presentation
|
IPLab MicroArray Suite (Scanalytics) |
ImAn |
integrated with IPLab |
No |
Mac |
No |
No |
NA |
? |
Details |
No |
No |
Pathways 3 (Research Genetics) |
ImAn, clust, plot, query, hyperb trees |
|
Y |
Java 1.2 |
N |
N |
N |
ascii,images, postscript |
PPT Demo |
N |
N |
SMA (Speed Lab, UCB) |
R fn()s for Signif tests, Normalization |
incl data |
N |
R |
N |
Y |
N |
R formats |
V Good |
Y |
Example A
Example B |
Dapple Jeremy Buhler (U Wash) |
ImAn |
tunable spot finding for 1&2 color scans |
N |
X11/Qt |
N |
Y |
N |
Grid file |
useful tech report |
|
Source code |
TIGR uArray Tools (TIGR) |
Viewers & Spotfinder |
clust, ImAn, norm, plots |
N |
Java 1.2 (Viewers) Win32 (Spotfinder |
N |
A |
N |
? |
ArrayViwer
SpotFinder |
|
|
| |
|
|
|
|
|
|
|
|
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Other resources
- General Gene Expression Resources
- Listservs
- Other Collections of Gene Expression Resources
- Statistics Resources
Other weird stuff of interest
Abbreviations:
- Sequence, Gene Expr Analysis, Primary Function
- ArCon = Array construction, planning, layout tool
- clust = clustering via a number of algorithms
- SOM = Self Organizing Maps
- perm = Permutation Testing
- prof = profile filtering
- eisen = Eisen-type maps and dendrograms
- GE = Gene Expression
- GP = General Purpose
- ImAn = Image Analysis
- L = Limited
- map = chromosome maps or localization
- MDS = Multi-Dimensional Scaling
- NA = Not Applicable
- norm = Normalization of data
- PCA = Principle Component Analysis
- plots = 2D plotting capability
- stats = statistical tools
- viz = 3D (or higher) visualization
- Yes* = Available via another module in the suite.
- ? = Unknown
- Database Function
- DB = is substantially a Database
- Int = comes with an integrated Database
- A = can access other databases
- GATC = a particular type of Database schema designed by Affymetrix and
Molecular Dynamics for storing gene expression data.
- Interface
- HTML = Hypertext Markup language, the lingua franca of the Web
- Java = an interpreted language that supposedly allows "write-once,
run anywhere",
- Javascript = unrelated to Java, typically used to add lightweight,
browser-based intelligence to interfaces
- win32 = the native Microsoft Windows interface
- tcl/tk = tcl is another interpreted language that allows it to run
on many platforms; tk is the GUI interface that allows point+click
utility
- XWin = the X11 Windowing system, typically runs on Linux, Unix workstations
altho there is Xserver software available for MS Windows and Macs. Allows
one screen to show output from multiple networked machines simultaneously.
- CLI = Command Line Interface, the oldest, but still powerful way of interacting
with computers, as in DOS, terminal windows and shell commands.
- SW Free?
- Yes* - Most of the software is free, but it uses commercial software
in its implementation which is NOT free.
- A - Free to Academic & non-profits, Costs commercial entities.
- Public Data Deposit
- yes* = The database supports public data upload, but only via vendor-specific tools
- no* = Much of the data is public but the public cannot directly submit their data to the database.
- Type
- A = Academic research project
- G = Government organization.
- $ = Commercial project; for gene expression especially,
these products tend to be extremely expensive.
- O = Non-profit Organization
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