Widespread extracellular matrix (ECM) pathway silencing by DNA hypermethylation in colon cancer
Widespread extracellular matrix (ECM) pathway silencing by DNA hypermethylation in colon cancer. (A) Hypermethylated genes in colon cancer (green circled) are highlighted on a map of the ECM pathway. The network shows interaction of the genes with each other within the extracellular matrix. Circled (green) genes include 13 hypermethylated genes in CRC derived from our gene discovery approach (LAMA1, MMP2, FBN2, CPAMD8, NTNG1, NRCAM, EVL and GPNMB, FLNC, CD109, ICAM5, HAPLN1, and IGFBP3). Arrows indicate incoming (←) or outcomming (→) connector between proteins. Colors (Green/Red/Black) of line describe positive, negative, and unspecified effect of functional interaction (www.genego.com). An additional 6 genes including TIMP2, TIMP3, MMP9, Nidogen, Osteonectin, and PLAU were previously identified to be down-regulated in association with DNA methylation in other cancer types, and now are shown to be similarly altered in colon cancers in the present study. The functional gene ontology analysis was performed using the MetaCore database (GeneGo). The Table below the schematic figure shows the putative role of all of these 19 genes in the ECM pathway.
Publication
Genomic and epigenomic integration identifies a prognostic signature in colon cancer. ()
Joo Mi Yi, et al. Clin Cancer Res. ;17(6):1535-1545. Figure: F2.
All organisms
Bos taurus
Homo sapiens
Gallus gallus
Drosophila melanogaster
Organism
Group
Word
Match
Source
NCBI Symbol
NCBI ID
Bos taurus
Mammals
GPI
GPI
ncbigene_symbol
GPI
280808
Bos taurus
Mammals
C3
C3
ncbigene_symbol
C3
280677
Bos taurus
Mammals
RET
RET
ncbigene_symbol
RET
515924
Bos taurus
Mammals
CD109
CD109
ncbigene_symbol
CD109
534043
Bos taurus
Mammals
EVL
EVL
ncbigene_symbol
EVL
506201
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
100531647
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
103753135
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501083
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501084
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501085
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501086
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501087
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501088
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501089
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501090
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501091
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501092
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501093
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501094
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501095
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501096
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501097
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501098
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501099
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501100
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501101
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501102
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501103
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501104
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501105
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501106
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501265
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501591
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501592
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501593
Bos taurus
Mammals
NM
NM
ncbigene_symbol
NM
106501594
Bos taurus
Mammals
FBN2
FBN2
ncbigene_symbol
FBN2
540017
Bos taurus
Mammals
FLNC
FLNC
ncbigene_symbol
FLNC
528415
Bos taurus
Mammals
GPNMB
GPNMB
ncbigene_symbol
GPNMB
509600
Bos taurus
Mammals
MMP3
MMP3
ncbigene_symbol
MMP3
281309
Bos taurus
Mammals
HAPLN1
HAPLN1
ncbigene_symbol
HAPLN1
281717
Bos taurus
Mammals
IGFBP3
IGFBP3
ncbigene_symbol
IGFBP3
282261
Bos taurus
Mammals
LAMA1
LAMA1
ncbigene_symbol
LAMA1
506387
Bos taurus
Mammals
vitronectin
VTN
ncbigene_symbol
VTN
507525
Bos taurus
Mammals
NTNG1
NTNG1
ncbigene_symbol
NTNG1
787473
Bos taurus
Mammals
NRCAM
NRCAM
ncbigene_symbol
NRCAM
534500
Bos taurus
Mammals
b-catenin
CTNNB1
ncbigene_symbol
CTNNB1
539003
Bos taurus
Mammals
TIMP3
TIMP3
ncbigene_symbol
TIMP3
282094
Bos taurus
Mammals
TIMP2
TIMP2
ncbigene_symbol
TIMP2
282093
Bos taurus
Mammals
SPARC
SPARC
ncbigene_symbol
SPARC
282077
Bos taurus
Mammals
PLAU
PLAU
ncbigene_symbol
PLAU
281408
Bos taurus
Mammals
plasminogen
PLG
ncbigene_symbol
PLG
280897
Homo sapiens
Primates
AMP.
AMP
ncbigene_synonym
APRT
353
Homo sapiens
Primates
AMP.
AMP
ncbigene_synonym
MFAP1
4236
Homo sapiens
Primates
Cl
C1
famplex_relations
C1QA
712
Homo sapiens
Primates
Cl
C1
famplex_relations
C1QB
713
Homo sapiens
Primates
Cl
C1
famplex_relations
C1QC
714
Homo sapiens
Primates
Cl
C1
famplex_relations
C1R
715
Homo sapiens
Primates
Cl
C1
famplex_relations
C1S
716
Homo sapiens
Primates
GPI
GPI
ncbigene_symbol
GPI
2821
Homo sapiens
Primates
GPI
GPI
ncbigene_synonym
GNPDA1
10007
Homo sapiens
Primates
a2
A2
ncbigene_synonym
GPR162
27239
Homo sapiens
Primates
C3
C3
ncbigene_symbol
C3
718
Homo sapiens
Primates
RET
RET
ncbigene_symbol
RET
5979
Homo sapiens
Primates
CD109
CD109
ncbigene_symbol
CD109
135228
Homo sapiens
Primates
EVL
EVL
ncbigene_symbol
EVL
51466
Homo sapiens
Primates
Rap1,
RAP1
ncbigene_synonym
RAP1A
5906
Homo sapiens
Primates
Rap1,
RAP1
ncbigene_synonym
RABGEF1
27342
Homo sapiens
Primates
Rap1,
RAP1
ncbigene_synonym
TERF2IP
54386
Homo sapiens
Primates
Rap1,
RAP1
famplex_relations
RAP1B
5908
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTA1
58
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTA2
59
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTB
60
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTC1
70
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTG1
71
Homo sapiens
Primates
actin
ACTIN
famplex_relations
ACTG2
72
Homo sapiens
Primates
via
VIA
ncbigene_synonym
SEMA6A
57556
Homo sapiens
Primates
NM
NM
ncbigene_symbol
NM
4827
Homo sapiens
Primates
FBN2
FBN2
ncbigene_symbol
FBN2
2201
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL6A1
1291
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL6A2
1292
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL6A3
1293
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL6A5
256076
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL6A6
131873
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL7A1
1294
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL8A1
1295
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL8A2
1296
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL9A1
1297
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL9A2
1298
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL9A3
1299
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL10A1
1300
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL11A1
1301
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL11A2
1302
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL12A1
1303
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL13A1
1305
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL14A1
7373
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL15A1
1306
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL16A1
1307
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL17A1
1308
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL18A1
80781
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL19A1
1310
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL20A1
57642
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL21A1
81578
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL22A1
169044
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL23A1
91522
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL24A1
255631
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL25A1
84570
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL26A1
136227
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL27A1
85301
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL28A1
340267
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL1A1
1277
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL1A2
1278
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A1
1282
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A2
1284
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A3
1285
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A4
1286
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A5
1287
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL4A6
1288
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL5A1
1289
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL5A2
1290
Homo sapiens
Primates
collagen,
COLLAGEN
famplex_relations
COL5A3
50509
Homo sapiens
Primates
FLNC
FLNC
ncbigene_symbol
FLNC
2318
Homo sapiens
Primates
GPNMB
GPNMB
ncbigene_symbol
GPNMB
10457
Homo sapiens
Primates
MMP3
MMP3
ncbigene_symbol
MMP3
4314
Homo sapiens
Primates
HAPLN1
HAPLN1
ncbigene_symbol
HAPLN1
1404
Homo sapiens
Primates
ERM
ERM
ncbigene_synonym
ETV5
2119
Homo sapiens
Primates
ERM
ERM
famplex_relations
EZR
7430
Homo sapiens
Primates
ERM
ERM
famplex_relations
RDX
5962
Homo sapiens
Primates
ERM
ERM
famplex_relations
MSN
4478
Homo sapiens
Primates
IGF
IGF
ncbigene_synonym
IGF1
3479
Homo sapiens
Primates
IGFBP3
IGFBP3
ncbigene_symbol
IGFBP3
3486
Homo sapiens
Primates
LAMA1
LAMA1
ncbigene_symbol
LAMA1
284217
Homo sapiens
Primates
vitronectin
VTN
ncbigene_symbol
VTN
7448
Homo sapiens
Primates
NTNG1
NTNG1
ncbigene_symbol
NTNG1
22854
Homo sapiens
Primates
NTNG1
NTNG1
ncbigene_synonym
NTNG2
84628
Homo sapiens
Primates
Netrin
NETRIN
famplex_relations
NTN1
9423
Homo sapiens
Primates
Netrin
NETRIN
famplex_relations
NTN3
4917
Homo sapiens
Primates
Netrin
NETRIN
famplex_relations
NTN4
59277
Homo sapiens
Primates
NRCAM
NRCAM
ncbigene_symbol
NRCAM
4897
Homo sapiens
Primates
b-catenin
CTNNB1
ncbigene_symbol
CTNNB1
1499
Homo sapiens
Primates
TIMP3
TIMP3
ncbigene_symbol
TIMP3
7078
Homo sapiens
Primates
TIMP2
TIMP2
ncbigene_symbol
TIMP2
7077
Homo sapiens
Primates
TIMP
TIMP
ncbigene_synonym
TIMP1
7076
Homo sapiens
Primates
SPARC
SPARC
ncbigene_symbol
SPARC
6678
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-8
619465
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-10
100616101
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-9
100616102
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-21
100616103
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-18
100775105
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-25
100862683
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-24
100862684
Homo sapiens
Primates
proteinases
PROTEINASE
ncbigene_synonym
ERVK-19
105376906
Homo sapiens
Primates
PLAU
PLAU
ncbigene_symbol
PLAU
5328
Homo sapiens
Primates
plasminogen
PLG
ncbigene_symbol
PLG
5340
Gallus gallus
Vertebrates
GPI
GPI
ncbigene_symbol
GPI
415783
Gallus gallus
Vertebrates
C3
C3
ncbigene_symbol
C3
396370
Gallus gallus
Vertebrates
RET
RET
ncbigene_symbol
RET
396107
Gallus gallus
Vertebrates
CD109
CD109
ncbigene_symbol
CD109
421862
Gallus gallus
Vertebrates
EVL
EVL
ncbigene_symbol
EVL
423453
Gallus gallus
Vertebrates
Rap1,
RAP1
ncbigene_synonym
TERF2IP
395122
Gallus gallus
Vertebrates
actin
ACTIN
ncbigene_synonym
ACTB
396526
Gallus gallus
Vertebrates
GTPase
GTPASE
ncbigene_synonym
MX1
395313
Gallus gallus
Vertebrates
FBN2
FBN2
ncbigene_symbol
FBN2
374203
Gallus gallus
Vertebrates
collagen,
COLLAGEN
ncbigene_synonym
COL3A1
396340
Gallus gallus
Vertebrates
FLNC
FLNC
ncbigene_symbol
FLNC
395260
Gallus gallus
Vertebrates
GPNMB
GPNMB
ncbigene_symbol
GPNMB
428431
Gallus gallus
Vertebrates
MMP3
MMP3
ncbigene_symbol
MMP3
428086
Gallus gallus
Vertebrates
HAPLN1
HAPLN1
ncbigene_symbol
HAPLN1
396475
Gallus gallus
Vertebrates
ERM
ERM
ncbigene_synonym
ETV5
395749
Gallus gallus
Vertebrates
IGFBP3
IGFBP3
ncbigene_symbol
IGFBP3
420790
Gallus gallus
Vertebrates
LAMA1
LAMA1
ncbigene_symbol
LAMA1
374016
Gallus gallus
Vertebrates
vitronectin
VTN
ncbigene_symbol
VTN
395935
Gallus gallus
Vertebrates
NTNG1
NTNG1
ncbigene_symbol
NTNG1
424336
Gallus gallus
Vertebrates
NRCAM
NRCAM
ncbigene_symbol
NRCAM
396202
Gallus gallus
Vertebrates
b-catenin
CTNNB1
ncbigene_symbol
CTNNB1
395964
Gallus gallus
Vertebrates
TIMP3
TIMP3
ncbigene_symbol
TIMP3
396483
Gallus gallus
Vertebrates
TIMP2
TIMP2
ncbigene_symbol
TIMP2
374178
Gallus gallus
Vertebrates
SPARC
SPARC
ncbigene_symbol
SPARC
386571
Gallus gallus
Vertebrates
PLAU
PLAU
ncbigene_symbol
PLAU
396424
Gallus gallus
Vertebrates
plasminogen
PLG
ncbigene_symbol
PLG
421580
Drosophila melanogaster
Invertebrates
PLA
PLA
ncbigene_symbol
Pla
251551
Drosophila melanogaster
Invertebrates
AMP.
AMP
ncbigene_synonym
Amph
36383
Drosophila melanogaster
Invertebrates
prt
PRT
ncbigene_symbol
prt
117368
Drosophila melanogaster
Invertebrates
prt
PRT
ncbigene_synonym
pcs
36674
Drosophila melanogaster
Invertebrates
Cl
CL
ncbigene_symbol
cl
43938
Drosophila melanogaster
Invertebrates
Cl
CI
ncbigene_symbol
ci
43767
Drosophila melanogaster
Invertebrates
on
ON
ncbigene_symbol
On
252296
Drosophila melanogaster
Invertebrates
GPI
GPI
ncbigene_synonym
Pgi
35886
Drosophila melanogaster
Invertebrates
a2
A2
ncbigene_synonym
Pen
34338
Drosophila melanogaster
Invertebrates
a2
A2
ncbigene_synonym
alphaTub85E
41183
Drosophila melanogaster
Invertebrates
a2
A2
ncbigene_synonym
Prosalpha2
41531
Drosophila melanogaster
Invertebrates
a2
A2
ncbigene_synonym
nAChRalpha2
42919
Drosophila melanogaster
Invertebrates
RET
RET
ncbigene_symbol
Ret
43875
Drosophila melanogaster
Invertebrates
RET
RET
ncbigene_synonym
reticulated
44319
Drosophila melanogaster
Invertebrates
RET
RET
ncbigene_synonym
reti
252522
Drosophila melanogaster
Invertebrates
RET
RET
ncbigene_synonym
rets
252556
Drosophila melanogaster
Invertebrates
and
AND
ncbigene_synonym
CkIIbeta
32132
Drosophila melanogaster
Invertebrates
and
AND
ncbigene_synonym
Andorra
32798
Drosophila melanogaster
Invertebrates
and
AND
ncbigene_synonym
Anp
43595
Drosophila melanogaster
Invertebrates
and
AND
ncbigene_synonym
Acam
44913
Drosophila melanogaster
Invertebrates
CD
CD
ncbigene_symbol
cd
42681
Drosophila melanogaster
Invertebrates
links
LINK
ncbigene_symbol
link
36509
Drosophila melanogaster
Invertebrates
Rap1,
RAP1
ncbigene_symbol
Rap1
38244
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act5C
31521
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act42A
35526
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act57B
37368
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act79B
40444
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act88F
41885
Drosophila melanogaster
Invertebrates
actin
ACTIN
ncbigene_synonym
Act87E
48632
Drosophila melanogaster
Invertebrates
via
VIA
ncbigene_synonym
levy
37728
Drosophila melanogaster
Invertebrates
via
VIA
ncbigene_synonym
COX6AL2
40066
Drosophila melanogaster
Invertebrates
laminin,
LAMININ
ncbigene_synonym
LanB1
34068
Drosophila melanogaster
Invertebrates
laminin,
LAMININ
ncbigene_synonym
LanA
38723
Drosophila melanogaster
Invertebrates
laminin,
LAMININ
ncbigene_synonym
LanB2
39118
Drosophila melanogaster
Invertebrates
Filamin
FILAMIN
ncbigene_synonym
cher
42066
Drosophila melanogaster
Invertebrates
ERM
ERM
ncbigene_symbol
erm
326152
Drosophila melanogaster
Invertebrates
ERM
ERM
ncbigene_synonym
Moe
31816
Drosophila melanogaster
Invertebrates
b-integrin
B-INTEGRIN
ncbigene_synonym
mys
44885
Drosophila melanogaster
Invertebrates
Netrin
NETRIN
ncbigene_synonym
NetA
32398
Drosophila melanogaster
Invertebrates
Netrin
NETRIN
ncbigene_synonym
NetB
32400
Drosophila melanogaster
Invertebrates
b-catenin
B-CATENIN
ncbigene_synonym
arm
31151
Drosophila melanogaster
Invertebrates
TIMP
TIMP
ncbigene_symbol
Timp
41248
Drosophila melanogaster
Invertebrates
SPARC
SPARC
ncbigene_symbol
SPARC
43230
Drosophila melanogaster
Invertebrates
as
AS
ncbigene_symbol
as
45825
Word
Match
MeSH
Name
ChEBI
Disease mentions
Word
Match
MeSH
Name
DOID