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Igraph:使用graph时顶点名称无效。edgelist和not graph\u from\u data\u frame

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  • ZheFrench  · 技术社区  · 4 年前

    根据我使用下面一行代码的情况,我会得到一个错误。
    这个很好用。

       g <- igraph::graph_from_data_frame(d.int, directed = TRUE)
    

    使用此方法创建igraph对象时出错。

       g <- igraph::graph.edgelist(as.matrix(unique(d.int[, c(1, 3)])), directed = FALSE)
    

    错误为:

    "Invalid vertex names"
    

    为什么?

    第二行使用的d.int数据帧(sif格式)是:

               a.gn    b.gn                     type
    24115     KLRD1    CD3G controls-state-change-of
    24132     KLRD1  FCGR1A controls-state-change-of
    24150     KLRD1  TYROBP          in-complex-with
    28674     ITGA4   VCAM1          in-complex-with
    28676     ITGA4   ITGB7          in-complex-with
    28677     ITGA4   ITGAL   controls-expression-of
    28678     ITGA4   ITGB1          in-complex-with
    30999    TYROBP    CD3G controls-state-change-of
    31018    TYROBP  FCGR1A controls-state-change-of
    44607     ITGAL   ITGB2          in-complex-with
    44608     ITGAL   ITGA4   controls-expression-of
    69420   CD300LB  TYROBP          in-complex-with
    75890       B2M  TYROBP          in-complex-with
    75905       B2M    CD8A          in-complex-with
    75911       B2M    CD3D          in-complex-with
    75915       B2M  FCGR1A controls-state-change-of
    75916       B2M KIR3DL1          in-complex-with
    75919       B2M  LILRB2          in-complex-with
    75941       B2M    CD3G          in-complex-with
    75942       B2M    CD3G controls-state-change-of
    75944       B2M   HLA-G          in-complex-with
    75952       B2M   HLA-F          in-complex-with
    75956       B2M  LILRB1          in-complex-with
    75970       B2M   HLA-C          in-complex-with
    76007       B2M  LILRA4          in-complex-with
    76063       B2M   HLA-A          in-complex-with
    76067       B2M KIR3DL2          in-complex-with
    76086       B2M   KLRC1          in-complex-with
    76087       B2M   HLA-B          in-complex-with
    76100       B2M KIR2DL3          in-complex-with
    76114       B2M   HLA-E          in-complex-with
    76128       B2M    CD1D          in-complex-with
    76129       B2M   KLRD1          in-complex-with
    76130       B2M KIR2DL1          in-complex-with
    76616    COL1A1  COL1A2          in-complex-with
    78596      CD19    CD81          in-complex-with
    78620      CD19  IFITM1          in-complex-with
    78706      CD19    CD3G controls-state-change-of
    78717      CD19  FCGR1A controls-state-change-of
    88285     ICAM2   ITGAL          in-complex-with
    88286     ICAM2   ITGB2          in-complex-with
    94075     ICAM3   ITGB2          in-complex-with
    94076     ICAM3   ITGAL          in-complex-with
    101887     CD3D    CD8A          in-complex-with
    101895     CD3D   HLA-A          in-complex-with
    101915     CD3D    CD3G          in-complex-with
    101916     CD3D   HLA-G          in-complex-with
    101919     CD3D   HLA-B          in-complex-with
    101926     CD3D   HLA-F          in-complex-with
    101938     CD3D   HLA-C          in-complex-with
    101961     CD3D   HLA-E          in-complex-with
    109005    HLA-G  LILRB2          in-complex-with
    109024    HLA-G  LILRA4          in-complex-with
    109028    HLA-G  LILRB1          in-complex-with
    121205     CD3G   HLA-A          in-complex-with
    121225     CD3G   HLA-B          in-complex-with
    121281     CD3G  FCGR1A          in-complex-with
    121297     CD3G   HLA-G          in-complex-with
    121306     CD3G   HLA-F          in-complex-with
    121317     CD3G   HLA-C          in-complex-with
    121419     CD3G   HLA-E          in-complex-with
    121456     CD3G    CD8A          in-complex-with
    137496     CDH1   KLRG1          in-complex-with
    137498     CDH1   ITGB7          in-complex-with
    150270    HLA-A  LILRB1          in-complex-with
    150280    HLA-A  LILRA4          in-complex-with
    150287    HLA-A KIR3DL2          in-complex-with
    150296    HLA-A  LILRB2          in-complex-with
    155691    CD200 CD200R1          in-complex-with
    156706    ICAM1   ITGAL          in-complex-with
    156707    ICAM1   ITGB2          in-complex-with
    157374    KLRC1   KLRD1          in-complex-with
    168591    ITGB1   VCAM1          in-complex-with
    179866     CD96     PVR          in-complex-with
    179910    KLRK1  TYROBP          in-complex-with
    179915    KLRK1  RAET1E          in-complex-with
    179921    KLRK1    CD3G controls-state-change-of
    179937    KLRK1  FCGR1A controls-state-change-of
    179980    KLRK1    MICB          in-complex-with
    180078    KLRK1    MICA          in-complex-with
    183355     CD1D    CD3G          in-complex-with
    183360     CD1D    CD3D          in-complex-with
    201658    ICAM4   ITGB2          in-complex-with
    201659    ICAM4   ITGAL          in-complex-with
    227035    HLA-C  LILRB2          in-complex-with
    227037    HLA-C KIR2DL1          in-complex-with
    227039    HLA-C  LILRA4          in-complex-with
    227055    HLA-C  TYROBP          in-complex-with
    227056    HLA-C  LILRB1          in-complex-with
    227064    HLA-C KIR2DL3          in-complex-with
    230227    HLA-B  LILRA4          in-complex-with
    230243    HLA-B KIR3DL1          in-complex-with
    230245    HLA-B  LILRB2          in-complex-with
    230257    HLA-B  LILRB1          in-complex-with
    230258    HLA-B  TYROBP          in-complex-with
    235388   CLEC2D   KLRB1          in-complex-with
    237811       C3  IFITM1          in-complex-with
    237814       C3    CD19          in-complex-with
    237820       C3    CD81          in-complex-with
    237945    CD226     PVR          in-complex-with
    257417     CD81  IFITM1          in-complex-with
    264111    ICAM5   ITGAL          in-complex-with
    264112    ICAM5   ITGB2          in-complex-with
    285674    HLA-F  LILRB2          in-complex-with
    285682    HLA-F  LILRA4          in-complex-with
    285695    HLA-F  LILRB1          in-complex-with
    307587     CD99   PILRA          in-complex-with
    309539    HLA-E   KLRD1          in-complex-with
    309589    HLA-E   KLRC1          in-complex-with
    309610    HLA-E    CD3G controls-state-change-of
    309628    HLA-E  FCGR1A controls-state-change-of
    309629    HLA-E  LILRB2          in-complex-with
    309645    HLA-E  TYROBP          in-complex-with
    309653    HLA-E  LILRA4          in-complex-with
    309698    HLA-E  LILRB1          in-complex-with
    341342    TREM1  TYROBP          in-complex-with
    342749     CD8A   HLA-B          in-complex-with
    342752     CD8A   HLA-A          in-complex-with
    342755     CD8A   HLA-C          in-complex-with
    342756     CD8A   HLA-F          in-complex-with
    342760     CD8A   HLA-G          in-complex-with
    342761     CD8A   HLA-E          in-complex-with
    360361   FCGR1A    NCR3          in-complex-with
    241501   TYROBP   KLRD1          in-complex-with
    286741    VCAM1   ITGA4          in-complex-with
    286761    ITGB7   ITGA4          in-complex-with
    286781    ITGB1   ITGA4          in-complex-with
    446071    ITGB2   ITGAL          in-complex-with
    694201   TYROBP CD300LB          in-complex-with
    758901   TYROBP     B2M          in-complex-with
    759051     CD8A     B2M          in-complex-with
    759111     CD3D     B2M          in-complex-with
    759161  KIR3DL1     B2M          in-complex-with
    759191   LILRB2     B2M          in-complex-with
    759411     CD3G     B2M          in-complex-with
    759441    HLA-G     B2M          in-complex-with
    759521    HLA-F     B2M          in-complex-with
    759561   LILRB1     B2M          in-complex-with
    759701    HLA-C     B2M          in-complex-with
    760071   LILRA4     B2M          in-complex-with
    760631    HLA-A     B2M          in-complex-with
    760671  KIR3DL2     B2M          in-complex-with
    760861    KLRC1     B2M          in-complex-with
    760871    HLA-B     B2M          in-complex-with
    761001  KIR2DL3     B2M          in-complex-with
    761141    HLA-E     B2M          in-complex-with
    761281     CD1D     B2M          in-complex-with
    761291    KLRD1     B2M          in-complex-with
    761301  KIR2DL1     B2M          in-complex-with
    766161   COL1A2  COL1A1          in-complex-with
    785961     CD81    CD19          in-complex-with
    786201   IFITM1    CD19          in-complex-with
    882851    ITGAL   ICAM2          in-complex-with
    882861    ITGB2   ICAM2          in-complex-with
    940751    ITGB2   ICAM3          in-complex-with
    940761    ITGAL   ICAM3          in-complex-with
    1018871    CD8A    CD3D          in-complex-with
    1018951   HLA-A    CD3D          in-complex-with
    1019151    CD3G    CD3D          in-complex-with
    1019161   HLA-G    CD3D          in-complex-with
    1019191   HLA-B    CD3D          in-complex-with
    1019261   HLA-F    CD3D          in-complex-with
    1019381   HLA-C    CD3D          in-complex-with
    1019611   HLA-E    CD3D          in-complex-with
    1090051  LILRB2   HLA-G          in-complex-with
    1090241  LILRA4   HLA-G          in-complex-with
    1090281  LILRB1   HLA-G          in-complex-with
    1212051   HLA-A    CD3G          in-complex-with
    1212251   HLA-B    CD3G          in-complex-with
    1212811  FCGR1A    CD3G          in-complex-with
    1212971   HLA-G    CD3G          in-complex-with
    1213061   HLA-F    CD3G          in-complex-with
    1213171   HLA-C    CD3G          in-complex-with
    1214191   HLA-E    CD3G          in-complex-with
    1214561    CD8A    CD3G          in-complex-with
    1374961   KLRG1    CDH1          in-complex-with
    1374981   ITGB7    CDH1          in-complex-with
    1502701  LILRB1   HLA-A          in-complex-with
    1502801  LILRA4   HLA-A          in-complex-with
    1502871 KIR3DL2   HLA-A          in-complex-with
    1502961  LILRB2   HLA-A          in-complex-with
    1556911 CD200R1   CD200          in-complex-with
    1567061   ITGAL   ICAM1          in-complex-with
    1567071   ITGB2   ICAM1          in-complex-with
    1573741   KLRD1   KLRC1          in-complex-with
    1685911   VCAM1   ITGB1          in-complex-with
    1798661     PVR    CD96          in-complex-with
    1799101  TYROBP   KLRK1          in-complex-with
    1799151  RAET1E   KLRK1          in-complex-with
    1799801    MICB   KLRK1          in-complex-with
    1800781    MICA   KLRK1          in-complex-with
    1833551    CD3G    CD1D          in-complex-with
    1833601    CD3D    CD1D          in-complex-with
    2016581   ITGB2   ICAM4          in-complex-with
    2016591   ITGAL   ICAM4          in-complex-with
    2270351  LILRB2   HLA-C          in-complex-with
    2270371 KIR2DL1   HLA-C          in-complex-with
    2270391  LILRA4   HLA-C          in-complex-with
    2270551  TYROBP   HLA-C          in-complex-with
    2270561  LILRB1   HLA-C          in-complex-with
    2270641 KIR2DL3   HLA-C          in-complex-with
    2302271  LILRA4   HLA-B          in-complex-with
    2302431 KIR3DL1   HLA-B          in-complex-with
    2302451  LILRB2   HLA-B          in-complex-with
    2302571  LILRB1   HLA-B          in-complex-with
    2302581  TYROBP   HLA-B          in-complex-with
    2353881   KLRB1  CLEC2D          in-complex-with
    2378111  IFITM1      C3          in-complex-with
    2378141    CD19      C3          in-complex-with
    2378201    CD81      C3          in-complex-with
    2379451     PVR   CD226          in-complex-with
    2574171  IFITM1    CD81          in-complex-with
    2641111   ITGAL   ICAM5          in-complex-with
    2641121   ITGB2   ICAM5          in-complex-with
    2856741  LILRB2   HLA-F          in-complex-with
    2856821  LILRA4   HLA-F          in-complex-with
    2856951  LILRB1   HLA-F          in-complex-with
    3075871   PILRA    CD99          in-complex-with
    3095391   KLRD1   HLA-E          in-complex-with
    3095891   KLRC1   HLA-E          in-complex-with
    3096291  LILRB2   HLA-E          in-complex-with
    3096451  TYROBP   HLA-E          in-complex-with
    3096531  LILRA4   HLA-E          in-complex-with
    3096981  LILRB1   HLA-E          in-complex-with
    3413421  TYROBP   TREM1          in-complex-with
    3427491   HLA-B    CD8A          in-complex-with
    3427521   HLA-A    CD8A          in-complex-with
    3427551   HLA-C    CD8A          in-complex-with
    3427561   HLA-F    CD8A          in-complex-with
    3427601   HLA-G    CD8A          in-complex-with
    3427611   HLA-E    CD8A          in-complex-with
    3603611    NCR3  FCGR1A          in-complex-with
    
    0 回复  |  直到 4 年前
        1
  •  1
  •   danlooo    4 年前

    功能 igraph::graph.edgelist 有选择权 el 它应该是一个两列矩阵。这两列应包含边缘每一侧的节点名称(例如,从和到)。你做到了 d.int[, c(1, 3)] 选择不是节点名称的类型。尝试 d.int[, c(1, 2)] 相反

        2
  •  1
  •   ThomasIsCoding    4 年前

    我认为运行时没有任何错误

    g <- igraph::graph.edgelist(as.matrix(unique(d.int[, c(1, 3)])), directed = FALSE)
    plot(g)
    

    enter image description here


    数据

    > dput(d.int)
    structure(list(a.gn = c("KLRD1", "KLRD1", "KLRD1", "ITGA4", "ITGA4", 
    "ITGA4", "ITGA4", "TYROBP", "TYROBP", "ITGAL", "ITGAL", "CD300LB",
    "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M",
    "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M",
    "B2M", "B2M", "B2M", "B2M", "COL1A1", "CD19", "CD19", "CD19",
    "CD19", "ICAM2", "ICAM2", "ICAM3", "ICAM3", "CD3D", "CD3D", "CD3D",
    "CD3D", "CD3D", "CD3D", "CD3D", "CD3D", "HLA-G", "HLA-G", "HLA-G",
    "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G",
    "CDH1", "CDH1", "HLA-A", "HLA-A", "HLA-A", "HLA-A", "CD200",
    "ICAM1", "ICAM1", "KLRC1", "ITGB1", "CD96", "KLRK1", "KLRK1",
    "KLRK1", "KLRK1", "KLRK1", "KLRK1", "CD1D", "CD1D", "ICAM4",
    "ICAM4", "HLA-C", "HLA-C", "HLA-C", "HLA-C", "HLA-C", "HLA-C",
    "HLA-B", "HLA-B", "HLA-B", "HLA-B", "HLA-B", "CLEC2D", "C3",
    "C3", "C3", "CD226", "CD81", "ICAM5", "ICAM5", "HLA-F", "HLA-F",
    "HLA-F", "CD99", "HLA-E", "HLA-E", "HLA-E", "HLA-E", "HLA-E",
    "HLA-E", "HLA-E", "HLA-E", "TREM1", "CD8A", "CD8A", "CD8A", "CD8A",
    "CD8A", "CD8A", "FCGR1A", "TYROBP", "VCAM1", "ITGB7", "ITGB1",
    "ITGB2", "TYROBP", "TYROBP", "CD8A", "CD3D", "KIR3DL1", "LILRB2",
    "CD3G", "HLA-G", "HLA-F", "LILRB1", "HLA-C", "LILRA4", "HLA-A",
    "KIR3DL2", "KLRC1", "HLA-B", "KIR2DL3", "HLA-E", "CD1D", "KLRD1",
    "KIR2DL1", "COL1A2", "CD81", "IFITM1", "ITGAL", "ITGB2", "ITGB2",
    "ITGAL", "CD8A", "HLA-A", "CD3G", "HLA-G", "HLA-B", "HLA-F",
    "HLA-C", "HLA-E", "LILRB2", "LILRA4", "LILRB1", "HLA-A", "HLA-B",
    "FCGR1A", "HLA-G", "HLA-F", "HLA-C", "HLA-E", "CD8A", "KLRG1",
    "ITGB7", "LILRB1", "LILRA4", "KIR3DL2", "LILRB2", "CD200R1",
    "ITGAL", "ITGB2", "KLRD1", "VCAM1", "PVR", "TYROBP", "RAET1E",
    "MICB", "MICA", "CD3G", "CD3D", "ITGB2", "ITGAL", "LILRB2", "KIR2DL1",
    "LILRA4", "TYROBP", "LILRB1", "KIR2DL3", "LILRA4", "KIR3DL1",
    "LILRB2", "LILRB1", "TYROBP", "KLRB1", "IFITM1", "CD19", "CD81",
    "PVR", "IFITM1", "ITGAL", "ITGB2", "LILRB2", "LILRA4", "LILRB1",
    "PILRA", "KLRD1", "KLRC1", "LILRB2", "TYROBP", "LILRA4", "LILRB1",
    "TYROBP", "HLA-B", "HLA-A", "HLA-C", "HLA-F", "HLA-G", "HLA-E",
    "NCR3"), b.gn = c("CD3G", "FCGR1A", "TYROBP", "VCAM1", "ITGB7", 
    "ITGAL", "ITGB1", "CD3G", "FCGR1A", "ITGB2", "ITGA4", "TYROBP",
    "TYROBP", "CD8A", "CD3D", "FCGR1A", "KIR3DL1", "LILRB2", "CD3G",
    "CD3G", "HLA-G", "HLA-F", "LILRB1", "HLA-C", "LILRA4", "HLA-A",
    "KIR3DL2", "KLRC1", "HLA-B", "KIR2DL3", "HLA-E", "CD1D", "KLRD1",
    "KIR2DL1", "COL1A2", "CD81", "IFITM1", "CD3G", "FCGR1A", "ITGAL",
    "ITGB2", "ITGB2", "ITGAL", "CD8A", "HLA-A", "CD3G", "HLA-G",
    "HLA-B", "HLA-F", "HLA-C", "HLA-E", "LILRB2", "LILRA4", "LILRB1",
    "HLA-A", "HLA-B", "FCGR1A", "HLA-G", "HLA-F", "HLA-C", "HLA-E",
    "CD8A", "KLRG1", "ITGB7", "LILRB1", "LILRA4", "KIR3DL2", "LILRB2",
    "CD200R1", "ITGAL", "ITGB2", "KLRD1", "VCAM1", "PVR", "TYROBP",
    "RAET1E", "CD3G", "FCGR1A", "MICB", "MICA", "CD3G", "CD3D", "ITGB2",
    "ITGAL", "LILRB2", "KIR2DL1", "LILRA4", "TYROBP", "LILRB1", "KIR2DL3",
    "LILRA4", "KIR3DL1", "LILRB2", "LILRB1", "TYROBP", "KLRB1", "IFITM1",
    "CD19", "CD81", "PVR", "IFITM1", "ITGAL", "ITGB2", "LILRB2",
    "LILRA4", "LILRB1", "PILRA", "KLRD1", "KLRC1", "CD3G", "FCGR1A",
    "LILRB2", "TYROBP", "LILRA4", "LILRB1", "TYROBP", "HLA-B", "HLA-A",
    "HLA-C", "HLA-F", "HLA-G", "HLA-E", "NCR3", "KLRD1", "ITGA4",
    "ITGA4", "ITGA4", "ITGAL", "CD300LB", "B2M", "B2M", "B2M", "B2M",
    "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M",
    "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "B2M", "COL1A1", "CD19",
    "CD19", "ICAM2", "ICAM2", "ICAM3", "ICAM3", "CD3D", "CD3D", "CD3D",
    "CD3D", "CD3D", "CD3D", "CD3D", "CD3D", "HLA-G", "HLA-G", "HLA-G",
    "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G", "CD3G",
    "CDH1", "CDH1", "HLA-A", "HLA-A", "HLA-A", "HLA-A", "CD200",
    "ICAM1", "ICAM1", "KLRC1", "ITGB1", "CD96", "KLRK1", "KLRK1",
    "KLRK1", "KLRK1", "CD1D", "CD1D", "ICAM4", "ICAM4", "HLA-C",
    "HLA-C", "HLA-C", "HLA-C", "HLA-C", "HLA-C", "HLA-B", "HLA-B",
    "HLA-B", "HLA-B", "HLA-B", "CLEC2D", "C3", "C3", "C3", "CD226",
    "CD81", "ICAM5", "ICAM5", "HLA-F", "HLA-F", "HLA-F", "CD99",
    "HLA-E", "HLA-E", "HLA-E", "HLA-E", "HLA-E", "HLA-E", "TREM1",
    "CD8A", "CD8A", "CD8A", "CD8A", "CD8A", "CD8A", "FCGR1A"), type = c("controls-state-change-of",
    "controls-state-change-of", "in-complex-with", "in-complex-with",
    "in-complex-with", "controls-expression-of", "in-complex-with",
    "controls-state-change-of", "controls-state-change-of", "in-complex-with", 
    "controls-expression-of", "in-complex-with", "in-complex-with",
    "in-complex-with", "in-complex-with", "controls-state-change-of",
    "in-complex-with", "in-complex-with", "in-complex-with", "controls-state-change-of",
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