The p53 MUTATION HANDBOOK
Version 1.0 02/2007
Thierry Soussi
Christophe Béroud,
Dalil Hamroun
Jean Michel Rubio Nevado
http://p53/free.fr
The p53 Mutation HandBook
By T Soussi, J.M. Rubio-Nevado, D. Hamroun and C. Béroud
What is the p53 Mutation HandBook?
The p53 Mutation Handbook is a compilation of multiple analyses
performed using information from the UMD p53 Mutation database
Which release of the UMD TP53 database was used for these
analyses?
Except when otherwise specified, the curated version of the 2007_R1
release of the UMD p53 mutation database was used.
What is the difference between the curated and uncurated version
of the p53 database?
The curated version of the UMD TP53 database has been purged from
artefactual data known to affect p53 mutation analysis. More information
can
be
found
on
our
website
(
http://p53.free.fr/Database/p53_database.html
) or in our recent
publication (
Soussi, T., Asselain, B., Hamroun, D., Kato, S., Ishioka, C.,
Claustres, M. and Beroud, C. (2006) Meta-analysis of the p53 mutation
database for mutant p53 biological activity reveals a methodological
bias in mutation detection. Clin Cancer Res, 12, 62-69.)
How were the various analyses performed?
Using novel software, the entire UMD TP53 mutation database was
automatically analyzed resulting in the p53 Mutation Handbook as output.
What type of information can be found in the p53 Mutation
HandBook?
be used and reproduced freely by anyone as long as the reference to the
p53 mutation handbook is indicated.
What is the reference of the p53 Mutation HandBook?
T Soussi, J.M. Rubio-Nevado, D. Hamroun and C. Béroud. The p53
Mutation handbook, available online; http://p53.free.fr
What is the audience for this handBook?
Every scientist interested in p53 mutations or more globally in mutation
analysis in human cancer.
What if I need a specific analysis which is not included in this p53
Mutation handbook?
Just send us an email and, if your request is feasible, the analysis will be
performed and added to the handbook.
You can also make suggestions via our Forum (http://p53.free.fr/Forum)
What is the future of the p53 Mutation HandBook?
More analyses and novel information will be added to the next version.
Stay tuned!
Version History
1.1 March 2007
Modification of the CpG mutation analysis page 68 and 69
1.0
p53 mutational events
GC->AT AT->GC GC->CG GC->TA AT->CG AT->TA Fr.
0
10
20
30
40
50
FREQUENCY (%)
MUTATIONAL EVENTSDNA substitution mutations are of two
types. Transitions are interchanges of
purines (A G) or of pyrimdines (C T),
which therefore involve bases of similar
shape. Transversions are interchanges
between purine and pyrmidine bases,
which therefore involve exchange of
one-ring and two-one-ring structures. Although
there are twice as many possible
transversions, because of the molecular
mechanisms by which they are generated,
transition mutations occur at higher
frequency than transversions
mutation at CpG
mutation outside CpG
Ts
Tv
Ts: transition
Tv: transversion
Fr: frameshift mutation
Spectrum of p53 mutations in various types of tumors.
A predominance of the GC->AT transition at the CpG dinucleotide (colon, ovary brain,
or leukemia) is the consequence of spontaneous deamination of 5-methylcytosine.
1
30
60
90
120
150
180
210
240
270
300
330
360
390
0
2
4
6
8
FREQUENCY (%)
p53 CODON
175
248
273
The human p53 protein consists of 393 amino acids with 5 evolutionarily conserved
domains (I to V). Domains II to V correspond to the DNA binding domain which is the
target for p53 mutations.
90 % of p53 mutations occur in the central region which harbors four of the five
highly conserved evolutionary domains. X-ray crystallography of p53-DNA
complexes shows that this region is essential for the p53-DNA interaction [Cho,
1994, #3218]. However, this distribution might be slightly biased since most
investigations have focused exclusively on this region of the p53 gene.
More recent studies on all the coding exons (exons 2 through 11) show that a
considerable number of mutations are found in exons 4 and 10. Mutations in exons
5-8 are significantly different from those found in exons 4, 9 (see exon distribution).
Distribution of p53 mutations in the various functional domains of p53.
The higher frequency of frameshift mutations between exon 2-4 and exon 5-8
domains is statistically significant (p<0.0001).
I
II
III
IV
V
Human p53 protein (Hp53) can be divided into five domains, each corresponding
to specific functions:
i) The amino-terminus part 1-42 contains the acidic transactivation domain and the
mdm2 protein binding site. It also contains the Highly Conserved Domain I (HCD I)
19268 1906 2603 23777 998 81% 8% 11% 100% 4% Number of missense mutations
Number of nonsense mutations Number of frameshift mutations
Total number of mutations Number of polymorphisms 1512 86 473 2071 203 73% 4% 23% 100% 10% Number of missense mutations
Number of nonsense mutations Number of frameshift mutations
Total number of mutations Number of polymorphisms
10%
7%
83%
31%
13%
56%
23%
26%
51%
p53 MUTATION DATABASE ANALYSIS
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
175 248 273 248 273 282 245 249 220 213 CGC CGG CGT CGG CGT CGG GGC AGG TAT CGA CAC CAG CAT TGG TGT TGG AGC AGC TGT TGA Arg Arg Arg Arg Arg Arg Gly Arg Tyr Arg His Gln His Trp Cys Trp Ser Ser Cys Stop Ts Ts Ts Ts Ts Ts Ts Tv Ts Ts Yes Yes Yes Yes Yes Yes Yes No No Yes 1102 846 759 701 648 572 420 390 322 280 Codon WT Codon Mutant Codon WT AA Mutant AA Type CpG File QtyI
II
III
IV
V
Frameshift
Nonsense
Missense
Exon 2-4
Exon 5-8
Exon 9-11
FREQUENCY
(%)
FREQUENCY
1
30
60
90
120
150
180
210
240
270
300
330
360
390
0
2
4
6
8
FREQUENCY
(%)
I
II
III
IV
V
p53 MUTATION DATABASE ANALYSIS
p53 CODON
p53 mutation distribution
p53 mutational events
20
30
40
50
(%)
175
248
273
mutation at CpG
mutation outside CpG
All
hepatocellular carcinoma
lung (sclc) lung (nsclc)esophageal adc
esophageal scc
skin squamous cell carcinoma
head and neck scc
endometrial tumor
bladder carcinoma
ovarian carcinoma
glioblastomaprostate ca.rectal ca. b-chronic lymphocytic leukemia
gastric carcinoma
pancreatic cancer
breast carcinoma
none
b-cell lymphoma
colorectal carcinoma
osteosarcomabasal cell carcinoma
gliomas astrocytomali-fraumeni synd.
0
5
10
15
20
25
30
35
40
45
CANCER
all
colorectal carcinoma
breast carcinoma
lung (nsclc)head and neck scc
ovarian carcinoma
esophageal scc
bladder carcinoma
hepatocellular carcinoma
gastric carcinoma
glioblastoma
astrocytoma
pancreatic cancer
esophageal adc
basal cell carcinoma
prostate ca.b-cell lymphoma
lung (sclc)skin squamous cell carcinoma
gliomas endometrial tumor
osteosarcoma
rectal ca.li-fraumeni synd.
none b-chronic lymphocytic leukemia
0
10
20
30
40
50
60
70
FREQUENCY OF GC->AT TRANSITION
FREQUENCY OF GC->TA TRANSVERSION
p53 MUTATION DATABASE ANALYSIS
CANCER
FREQUENCY (%)
FREQUENCY (%)
mutation at CpG
Skin tumours
Internal tumours
0
5
10
15
20
25
FREQUENCY
(%)
Skin tumours
Internal Tumours
0
20
40
60
80
100
FREQUENCY
(%)
40
60
80
100
(%)
MUTATIONS AT DI-PYRIMIDINE SITES IN VARIOUS CANCER
TANDEM MUTATIONS
MUTATIONS AT Py-Py SITES
p53 MUTATION DATABASE ANALYSIS
1652
200
389
2241
57
74%
9%
17%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
465
49
224
738
48
63%
7%
30%
100%
7%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
15%
8%
77%
63%
6%
31%
30%
34%
36%
BREAST CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
175
248
273
248
245
220
273
213
237
282
CGC
CGG
CGT
CGG
GGC
TAT
CGT
CGA
ATG
CGG
CAC
CAG
CAT
TGG
AGC
TGT
TGT
TGA
ATA
TGG
Arg
Arg
Arg
Arg
Gly
Tyr
Arg
Arg
Met
Arg
His
Gln
His
Trp
Ser
Cys
Cys
Stop
Ile
Trp
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
No
Yes
Yes
No
Yes
103
92
87
62
36
35
33
31
29
27
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
FREQUENCY
(%)
BREAST CANCER
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
50
(%)
mutation at CpG
mutation outside CpG
248
175
273
2529
277
313
3119
53
81%
9%
10%
100%
2%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
472
45
161
678
38
70%
7%
24%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
9%
9%
82%
46%
14%
41%
36%
20%
44%
CRC CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
175
248
248
273
282
245
273
196
213
245
CGC
CGG
CGG
CGT
CGG
GGC
CGT
CGA
CGA
GGC
CAC
CAG
TGG
CAT
TGG
AGC
TGT
TGA
TGA
GAC
Arg
Arg
Arg
Arg
Arg
Gly
Arg
Arg
Arg
Gly
His
Gln
Trp
His
Trp
Ser
Cys
Stop
Stop
Asp
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
318
192
178
177
155
117
111
62
61
38
Codon WT Codon Mutant Codon WT AA Mutant AA TypeCpG
File Qty
10
12
14
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
2
4
6
8
10
12
14
FREQUENCY
(%)
CRC CANCER
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
70
(%)
mutation at CpG
mutation outside CpG
248
175
273
477
22
45
544
4
88%
4%
8%
100%
1%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
165
11
41
217
3
76%
5%
19%
100%
1%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
8%
3%
89%
8%
17%
75%
0%
80%
20%
ASTROCYTOMA
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
273
175
248
273
282
248
234
179
163
245
CGT
CGC
CGG
CGT
CGG
CGG
TAC
CAT
TAC
GGC
TGT
CAC
CAG
CAT
TGG
TGG
TGC
CGT
TGC
AGC
Arg
Arg
Arg
Arg
Arg
Arg
Tyr
His
Tyr
Gly
Cys
His
Gln
His
Trp
Trp
Cys
Arg
Cys
Ser
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
No
No
No
Yes
89
47
30
23
17
13
8
7
6
6
Codon WT Codon Mutant Codon WT AA Mutant AA TypeCpG
File Qty
10
15
20
25
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
5
10
15
20
25
FREQUENCY
(%)
ASTROCYTOMA
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
273
571
21
50
642
7
89%
3%
8%
100%
1%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
213
9
41
263
7
81%
3%
16%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
8%
3%
89%
7%
0%
93%
GLIOBLASTOMA
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
273
175
248
273
248
282
245
237
158
220
CGT
CGC
CGG
CGT
CGG
CGG
GGC
ATG
CGC
TAT
TGT
CAC
CAG
CAT
TGG
TGG
AGC
ATA
CAC
TGT
Arg
Arg
Arg
Arg
Arg
Arg
Gly
Met
Arg
Tyr
Cys
His
Gln
His
Trp
Trp
Ser
Ile
His
Cys
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
Yes
No
61
43
27
23
22
17
14
10
8
8
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
10
12
14
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
2
4
6
8
10
12
14
FREQUENCY
(%)
GLIOBLASTOMA
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
273
1711
203
237
2151
55
80%
9%
11%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
483
50
151
684
43
71%
7%
22%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
10%
9%
81%
27%
20%
53%
16%
29%
56%
LUNG (NSCLC )
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
158
273
249
157
220
248
245
248
273
175
CGC
CGT
AGG
GTC
TAT
CGG
GGC
CGG
CGT
CGC
CTC
CTT
AGT
TTC
TGT
CTG
TGC
TGG
CAT
CAC
Arg
Arg
Arg
Val
Tyr
Arg
Gly
Arg
Arg
Arg
Leu
Leu
Ser
Phe
Cys
Leu
Cys
Trp
His
His
Tv
Tv
Tv
Tv
Ts
Tv
Tv
Ts
Ts
Ts
No
No
No
No
No
No
No
Yes
Yes
Yes
51
47
46
45
38
37
36
34
34
33
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
FREQUENCY
(%)
LUNG (NSCLC )
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
(%)
mutation at CpG
mutation outside CpG
248
175
273
158
157
181
28
17
226
9
80%
12%
8%
100%
4%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
105
13
16
134
8
78%
10%
12%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
6%
11%
84%
40%
40%
20%
38%
38%
25%
LUNG (SCLC )
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
248
157
298
249
158
171
175
175
242
244
CGG
GTC
GAG
AGG
CGC
GAG
CGC
CGC
TGC
GGC
CTG
TTC
TAG
AGT
CTC
TAG
CAC
TGC
TTC
TGC
Arg
Val
Glu
Arg
Arg
Glu
Arg
Arg
Cys
Gly
Leu
Phe
Stop
Ser
Leu
Stop
His
Cys
Phe
Cys
Tv
Tv
Tv
Tv
Tv
Tv
Ts
Ts
Tv
Tv
No
No
No
No
No
No
Yes
Yes
No
No
13
8
7
6
5
5
5
4
4
4
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
FREQUENCY
(%)
LUNG (SCLC )
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
(%)
mutation at CpG
mutation outside CpG
248
175
298
157
933
94
65
1092
66
85%
9%
6%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
352
36
59
447
49
79%
8%
13%
100%
11%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
5%
8%
87%
12%
15%
73%
14%
23%
64%
BLADDER CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
285
280
248
175
273
280
248
220
271
245
GAG
AGA
CGG
CGC
CGT
AGA
CGG
TAT
GAG
GGC
AAG
ACA
CAG
CAC
CAT
AAA
TGG
TGT
AAG
AGC
Glu
Arg
Arg
Arg
Arg
Arg
Arg
Tyr
Glu
Gly
Lys
Thr
Gln
His
His
Lys
Trp
Cys
Lys
Ser
Ts
Tv
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
No
No
Yes
Yes
Yes
No
Yes
No
No
Yes
56
35
30
27
24
22
21
19
18
15
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
FREQUENCY
(%)
BLADDER CANCER
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
285
280
273
142
15
20
177
1
80%
8%
11%
100%
1%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
86
9
16
111
1
77%
8%
14%
100%
1%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
11%
8%
81%
67%
0%
33%
0%
33%
67%
ENDOMETRIAL CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
248
248
175
273
242
213
245
282
157
163
CGG
CGG
CGC
CGT
TGC
CGA
GGC
CGG
GTC
TAC
TGG
CAG
CAC
CAT
TTC
TGA
AGC
TGG
TTC
TGC
Arg
Arg
Arg
Arg
Cys
Arg
Gly
Arg
Val
Tyr
Trp
Gln
His
His
Phe
Stop
Ser
Trp
Phe
Cys
Ts
Ts
Ts
Ts
Tv
Ts
Ts
Ts
Tv
Ts
Yes
Yes
Yes
Yes
No
Yes
Yes
Yes
No
No
10
10
8
6
5
4
4
4
3
3
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
10
12
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
2
4
6
8
10
12
FREQUENCY
(%)
ENDOMETRIAL CANCER
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
50
(%)
mutation at CpG
mutation outside CpG
248
175
273
182
23
32
237
7
77%
10%
14%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
78
9
28
115
5
68%
8%
24%
100%
4%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
13%
10%
78%
40%
20%
40%
ESOPHAGEAL ADC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
175
248
245
273
248
213
273
282
196
278
CGC
CGG
GGC
CGT
CGG
CGA
CGT
CGG
CGA
CCT
CAC
TGG
AGC
CAT
CAG
TGA
TGT
TGG
TGA
TCT
Arg
Arg
Gly
Arg
Arg
Arg
Arg
Arg
Arg
Pro
His
Trp
Ser
His
Gln
Stop
Cys
Trp
Stop
Ser
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
22
14
12
12
8
7
6
6
5
4
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
10
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
9
10
FREQUENCY
(%)
ESOPHAGEAL ADC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
273
897
124
168
1189
38
75%
10%
14%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
288
46
114
448
29
64%
10%
25%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
14%
10%
77%
43%
14%
43%
24%
48%
29%
ESOPHAGEAL SCC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
175
282
273
220
248
248
179
273
176
157
CGC
CGG
CGT
TAT
CGG
CGG
CAT
CGT
TGC
GTC
CAC
TGG
CAT
TGT
CAG
TGG
CGT
TGT
TTC
TTC
Arg
Arg
Arg
Tyr
Arg
Arg
His
Arg
Cys
Val
His
Trp
His
Cys
Gln
Trp
Arg
Cys
Phe
Phe
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Tv
Tv
Yes
Yes
Yes
No
Yes
Yes
No
Yes
No
No
68
41
26
25
23
23
18
17
14
11
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
FREQUENCY
(%)
ESOPHAGEAL SCC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
50
(%)
mutation at CpG
mutation outside CpG
248
175
273
689
60
76
825
51
84%
7%
9%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
260
21
59
340
35
76%
6%
17%
100%
10%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
9%
7%
84%
25%
33%
42%
GASTRIC CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
175
282
273
248
248
245
273
196
213
220
CGC
CGG
CGT
CGG
CGG
GGC
CGT
CGA
CGA
TAT
CAC
TGG
CAT
CAG
TGG
AGC
TGT
TGA
TGA
TGT
Arg
Arg
Arg
Arg
Arg
Gly
Arg
Arg
Arg
Tyr
His
Trp
His
Gln
Trp
Ser
Cys
Stop
Stop
Cys
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
No
59
43
32
30
30
29
23
13
13
12
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
FREQUENCY
(%)
GASTRIC CANCER
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
273
282
245
759
52
52
863
25
88%
6%
6%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
264
31
42
337
21
78%
9%
12%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
5%
5%
90%
18%
14%
68%
20%
40%
40%
HCC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
249
273
157
251
220
249
159
175
248
214
AGG
CGT
GTC
ATC
TAT
AGG
GCC
CGC
CGG
CAT
AGT
TGT
TTC
AAC
TGT
ATG
CCC
CAC
CAG
CGT
Arg
Arg
Val
Ile
Tyr
Arg
Ala
Arg
Arg
His
Ser
Cys
Phe
Asn
Cys
Met
Pro
His
Gln
Arg
Tv
Ts
Tv
Tv
Ts
Tv
Tv
Ts
Ts
Ts
No
Yes
No
No
No
No
No
Yes
Yes
No
263
19
15
12
9
9
7
7
7
6
Codon WT Codon Mutant Codon WT AA Mutant AA TypeCpG
File Qty
10
15
20
25
30
35
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
5
10
15
20
25
30
35
FREQUENCY
(%)
HCC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
50
(%)
mutation at CpG
mutation outside CpG
249
1433
200
285
1918
66
75%
10%
15%
100%
3%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
442
52
173
667
47
66%
8%
26%
100%
7%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
14%
9%
77%
31%
22%
47%
36%
31%
33%
HEAD AND NECK SCC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
248
175
273
282
248
220
176
273
205
157
CGG
CGC
CGT
CGG
CGG
TAT
TGC
CGT
TAT
GTC
CAG
CAC
CAT
TGG
TGG
TGT
TTC
TGT
TGT
TTC
Arg
Arg
Arg
Arg
Arg
Tyr
Cys
Arg
Tyr
Val
Gln
His
His
Trp
Trp
Cys
Phe
Cys
Cys
Phe
Ts
Ts
Ts
Ts
Ts
Ts
Tv
Ts
Ts
Tv
Yes
Yes
Yes
Yes
Yes
No
No
Yes
No
No
58
55
50
46
41
33
31
30
27
22
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
FREQUENCY
(%)
HEAD AND NECK SCC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
(%)
mutation at CpG
mutation outside CpG
248
175
273
148
19
16
183
0
81%
10%
9%
100%
0%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
53
9
13
75
0
71%
12%
17%
100%
0%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
8%
10%
82%
LI-FRAUMENI SYNDROME
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
175
248
248
245
273
273
282
213
290
306
CGC
CGG
CGG
GGC
CGT
CGT
CGG
CGA
CGC
CGA
CAC
CAG
TGG
AGC
CAT
TGT
TGG
TGA
CAC
TGA
Arg
Arg
Arg
Gly
Arg
Arg
Arg
Arg
Arg
Arg
His
Gln
Trp
Ser
His
Cys
Trp
Stop
His
Stop
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
Yes
15
15
12
11
11
7
6
5
5
5
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
10
12
14
16
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
2
4
6
8
10
12
14
16
FREQUENCY
(%)
LI-FRAUMENI SYNDROME
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
70
(%)
mutation at CpG
mutation outside CpG
248
175
273
231
35
13
279
24
83%
13%
5%
100%
9%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
105
11
12
128
16
82%
9%
9%
100%
13%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
3%
10%
87%
46%
23%
31%
0%
71%
29%
SKIN BCC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
196
248
241
177
282
179
248
127
152
213
CGA
CGG
TCC
CCC
CGG
CAT
CGG
TCC
CCG
CGA
TGA
TGG
TTC
CTC
TGG
TAT
CAA
TTC
TCG
TGA
Arg
Arg
Ser
Pro
Arg
His
Arg
Ser
Pro
Arg
Stop
Trp
Phe
Leu
Trp
Tyr
Gln
Phe
Ser
Stop
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Yes
Yes
No
No
Yes
No
No
No
No
Yes
14
14
13
11
9
8
8
5
5
5
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
9
FREQUENCY
(%)
SKIN BCC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
50
60
70
80
(%)
mutation at CpG
mutation outside CpG
248
196
177
241
150
20
10
180
18
83%
11%
6%
100%
10%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
99
13
7
119
13
83%
11%
6%
100%
11%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
4%
7%
89%
33%
33%
33%
0%
56%
44%
SKIN SCC
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
282
248
179
281
286
196
317
104
245
248
CGG
CGG
CAT
GAC
GAA
CGA
CAG
CAG
GGC
CGG
TGG
TGG
TAT
GAT
AAA
TGA
TAG
INS1B
AGC
CAG
Arg
Arg
His
Asp
Glu
Arg
Gln
Gln
Gly
Arg
Trp
Trp
Tyr
Asp
Lys
Stop
Stop
Fs.
Ser
Gln
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Fr
Ts
Ts
Yes
Yes
No
No
No
Yes
No
Yes
Yes
Yes
9
8
6
5
5
4
4
3
3
3
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
2
3
4
5
6
7
8
FREQUENCY
(%)
SKIN SCC
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
(%)
mutation at CpG
mutation outside CpG
248
175
273
84
5
5
94
15
89%
5%
5%
100%
16%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
74
5
5
84
15
88%
6%
6%
100%
18%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
4%
5%
92%
0%
13%
88%
67%
0%
33%
MELANOMA
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
177
248
290
127
187
258
266
46
47
59
CCC
CGG
CGC
TCC
GGT
GAA
GGA
TCC
CCG
GGT
TCC
TGG
CAC
TTC
AGT
AAA
GAA
CCC
TCG
GAT
Pro
Arg
Arg
Ser
Gly
Glu
Gly
Ser
Pro
Gly
Ser
Trp
His
Phe
Ser
Lys
Glu
Pro
Ser
Asp
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Ts
No
Yes
Yes
No
No
No
No
No
No
No
3
3
3
2
2
2
2
1
1
1
Codon WT Codon Mutant Codon WT AA Mutant AA Type
CpG
File Qty
FREQUENCY
(%)
FREQUENCY
(%)
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
1
1
2
2
3
3
4
4
5
FREQUENCY
(%)
MELANOMA
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
40
50
60
70
(%)
mutation at CpG
mutation outside CpG
248
177
290
294
19
57
370
14
79%
5%
15%
100%
4%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
142
11
45
198
12
72%
6%
23%
100%
6%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
15%
5%
80%
60%
0%
40%
PANCREAS CARCINOMA
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
273
175
248
273
282
220
248
213
132
151
CGT
CGC
CGG
CGT
CGG
TAT
CGG
CGA
AAG
CCC
CAT
CAC
TGG
TGT
TGG
TGT
CAG
CTA
AGG
TCC
Arg
Arg
Arg
Arg
Arg
Tyr
Arg
Arg
Lys
Pro
His
His
Trp
Cys
Trp
Cys
Gln
Leu
Arg
Ser
Ts
Ts
Ts
Ts
Ts
Ts
Ts
Tv
Ts
Ts
Yes
Yes
Yes
Yes
Yes
No
Yes
No
No
No
30
16
16
16
11
10
8
6
4
4
Codon WT Codon Mutant Codon WT AA Mutant AA TypeCpG
File Qty
10
12
14
FREQUENCY
(%)
FREQUENCY
(%)
I
II
III
IV
V
1
31
61
91
121
151
181
211
241
271
301
331
361
391
0
2
4
6
8
10
12
14
FREQUENCY
(%)
PANCREAS CARCINOMA
p53 mutation distribution
p53 mutational events
I
II
III
IV
V
p53 CODON
30
40
50
(%)
mutation at CpG
mutation outside CpG
248
175
273
233
17
22
272
18
86%
6%
8%
100%
7%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
133
12
16
161
13
83%
7%
10%
100%
8%
Number of missense mutations
Number of nonsense mutations
Number of frameshift mutations
Total number of mutations
Number of polymorphisms
7%
6%
87%
36%
9%
55%
11%
11%
78%
PROSTATE CANCER
p53 mutation frequency
p53 mutant frequency
Hot spot mutations
Exon distribution
EXON 9-11
EXON 2-4
EXON 5-8
Frameshift
Nonsense
Missense
273
175
138
251
273
214
248
274
126
152
CGT
CGC
GCC
ATC
CGT
CAT
CGG
GTT
TAC
CCG
TGT
CAC
DEL1A
AGC
CAT
CGT
TGG
TTT
TGC
CCA
Arg
Arg
Ala
Ile
Arg
His
Arg
Val
Tyr
Pro
Cys
His
Fs.
Ser
His
Arg
Trp
Phe
Cys
Pro
Ts
Ts
Fr
Tv
Ts
Ts
Ts
Tv
Ts
Ts
Yes
Yes
Yes
No
Yes
No
Yes
No
No
Yes
13
7
6
6
6
5
5
5
4
4
Codon WT Codon Mutant Codon WT AA Mutant AA Type