Description Usage Arguments Details Value See Also Examples
View source: R/ndex_RCXgraph.r
This function creates an RCX
object from a valid RCXgraph object.
The following rules apply to convert from RCXgraph
to RCX
:
all graph attributes are stored as named data.frames within the RCX object
nodes receive their name value as "@id" attribute. All other node attributes are saved in the RCX object as nodeAttributes, access via rcx[["nodeAttributes"]]. Data goes from wide format (columns for each unique n with cells contianing v) to long format (column n containing attribute name and column v containing attribute value).
edges are connected via their "s"art and "t"arget fields. The "@id" and "i"nteraction attribute are stored as is and all edgeAttributes are saved as node attributes, access via rcx[["edgeAttributes"]]. Data goes from wide format (columns for each unique n with cells contianing v) to long format (column n containing attribute name and column v containing attribute value).
1 2 3 | rcxgraph_toRCX(rcxgraph, verbose = FALSE)
rcx_fromRCXgraph(rcxgraph, verbose = FALSE)
|
rcxgraph |
|
verbose |
logical; whether to print out extended feedback |
An RCXgraph object could look like this:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 | ## Get some network...
> ndexcon = ndex_connect()
> rcx = ndex_get_network(ndexcon,"dd268e2f-fd4d-11e7-adc1-0ac135e8bacf")
> summary(rcxgraph)
IGRAPH f99ed1e DN-- 30 218 --
+ attr: metaData (g/x), numberVerification (g/x), ndexStatus (g/x), provenanceHistory (g/x), networkAttributes (g/x), cartesianLayout (g/x), cyVisualProperties
| (g/x), cyHiddenAttributes (g/x), status (g/x), name (v/c), @id (v/n), n (v/c), Basal (v/c), avg_PPR (v/c), LumA (v/c), LumB (v/c), ANOVA_FDR (v/c), ANOVA_p
| (v/c), Her2 (v/c), name (e/c), @id (e/n), i (e/c), NAME (e/c), strength (e/c), interaction (e/c)
## Attributes marked with "(g/x)" are graph attributes, "(v/x)" and "(e/x)" correspond to vertex and edge attributes respectively
## Accessing a graph attribute, e.g. "metaData"
rcxgraph$metaData
consistencyGroup elementCount lastUpdate name properties version idCounter
1 1 1 1.516391e+12 ndexStatus NULL 1.0 NA
2 1 1 1.516391e+12 provenanceHistory NULL 1.0 NA
3 1 30 NA nodes NULL 1.0 826
4 1 218 NA edges NULL 1.0 827
5 1 11 NA networkAttributes NULL 1.0 NA
6 1 210 NA nodeAttributes NULL 1.0 NA
7 1 654 NA edgeAttributes NULL 1.0 NA
8 1 30 NA cartesianLayout NULL 1.0 NA
9 1 3 NA cyVisualProperties NULL 1.0 NA
10 1 1 NA cyHiddenAttributes NULL 1.0 NA
## The vertices:
> V(rcxgraph)[[]]
+ 30/30 vertices, named, from f99ed1e:
name X.id n Basal avg_PPR LumA LumB ANOVA_FDR ANOVA_p Her2
1 ABL1 332 ABL1 2.10282304283E-4 0.00153239525422 2.40855043132E-4 0.00243281556888 0.0126090186692 5.20659657795E-4 0.0085750597325
2 JAK2 331 JAK2 0.00818834880039 0.00229451204468 0.00112294137386 5.02052428871E-4 2.16495388014E-4 5.05285465741E-6 0.00264438694116
3 NOTCH4 330 NOTCH4 0.00271376234049 0.00146318626692 9.53762145731E-4 0.00122487574678 2.16495388014E-4 4.79793511798E-6 0.00258535935846
4 KMT2C 329 KMT2C 0.00628341277798 0.00228045774193 0.00156001096343 0.00150488341005 0.0227077886547 9.78432545266E-4 9.99799190468E-4
5 NOTCH1 328 NOTCH1 0.00839759047274 0.0185377425722 0.0238783637494 0.0174878270867 5.65380895701E-13 4.06018596554E-15 0.0104288971099
6 ...
## Display the igraph vertex names
> V(rcxgraph)$name
[1] "ABL1" "JAK2" "NOTCH4" "KMT2C" "NOTCH1" "INPPL1" "SPOP" "AKT1" "MYC" "GATA3" "MET" "PTPRM" "ACVR1B" "PTK2" "PLCB1"
[16] "IBSP" "ERBB2" "PIK3CA" "EGFR" "TLN1" "MYCN" "KRAS" "CDH1" "TP53" "CCNE1" "CCND1" "CARD11" "STK11" "MSH6" "PER1"
## The igraph vertex names equal to the ndex node names by default
> V(rcxgraph)$n
[1] "ABL1" "JAK2" "NOTCH4" "KMT2C" "NOTCH1" "INPPL1" "SPOP" "AKT1" "MYC" "GATA3" "MET" "PTPRM" "ACVR1B" "PTK2" "PLCB1"
[16] "IBSP" "ERBB2" "PIK3CA" "EGFR" "TLN1" "MYCN" "KRAS" "CDH1" "TP53" "CCNE1" "CCND1" "CARD11" "STK11" "MSH6" "PER1"
## If in \link{rcx_toRCXgraph} or \link{rcxgraph_fromRCX} \quote{idAsVertexName} is set, the igraph vertex names equal to the ndex node IDs ("@id")
## Note: "@id" is displayed in the vertex summary as "X.id", but can be accessed using "@id"
> V(rcxgraph)$'@id'
[1] 332 331 330 329 328 327 326 325 324 323 322 321 320 319 318 317 316 315 314 313 312 311 310 309 308 307 306 305 304 303
## The edges:
> E(rcxgraph)[[]]
+ 218/218 edges from f99ed1e (vertex names):
tail head tid hid name X.id i NAME strength interaction
1 ABL1 EGFR 1 19 interacts with 550 interacts with ABL1 (interacts with) EGFR 2.6501871987E-8 interacts with
2 ABL1 GATA3 1 10 interacts with 549 interacts with ABL1 (interacts with) GATA3 0.00179423650681 interacts with
3 ABL1 INPPL1 1 6 interacts with 548 interacts with ABL1 (interacts with) INPPL1 0.00531125201389 interacts with
4 ABL1 JAK2 1 2 interacts with 547 interacts with ABL1 (interacts with) JAK2 0.00668830637406 interacts with
5 ABL1 MET 1 11 interacts with 546 interacts with ABL1 (interacts with) MET 2.37014815511E-5 interacts with
6 ...
## Display the igraph edge names
> E(rcxgraph)$name
[1] "interacts with" "interacts with" "interacts with" "interacts with" "interacts with" "interacts with" "interacts with"
[8] ...
## The igraph edge names equal to the ndex edge "i"nteraction by default
> E(rcxgraph)$i
[1] "interacts with" "interacts with" "interacts with" "interacts with" "interacts with" "interacts with" "interacts with"
[8] ...
## If in \link{rcx_toRCXgraph} or \link{rcxgraph_fromRCX} \quote{idAsEdgeName} is set, the igraph edge names equal to the ndex edge IDs ("@id")
## Note: "@id" is displayed in the edge summary as "X.id", but can be accessed using "@id"
> E(rcxgraph)$'@id'
[1] 550 549 548 547 546 545 544 543 542 541 540 539 538 537 536 535 534 533 532 531 530 529 528 527 526 525 524 523 522
[30] ...
|
returns object of class RCX
if successfull, NULL otherwise
rcxgraph_fromRCX
rcx_toRCXgraph
rcx_fromJSON
rcx_toJSON
RCX
igraph
1 2 3 4 5 6 7 8 9 10 11 12 | ## Create an RCX object
rcx = rcx_new(c('@id'=1, n='Some Name', r='HGNC:Symbol'))
## Convert to RCXgraph
rcxgraph = rcxgraph_fromRCX(rcx)
## or
rcxgraph = rcx_toRCXgraph(rcx)
## Convert RCXgraph back to RCX
rcx = rcx_fromRCXgraph(rcxgraph)
## or
rcx = rcxgraph_toRCX(rcxgraph)
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