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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
76.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
380.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
248.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
234.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
220.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
218.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
206.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
195.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
194.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
192.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
191.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
185.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
184.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
168.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
162.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
161.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
154.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
152.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
152.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
149.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
147.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
145.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
141.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
140.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
138.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
133.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
130.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
129.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
129.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
127.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
127.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
119.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
118.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
118.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
118.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
116.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
114.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
112.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
112.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
112.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
111.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
111.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
110.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
110.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
110.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
109.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
106.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
106.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
104.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
103.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
102.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
102.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
101.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
99.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
98.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
98.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
97.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
96.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
95.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
95.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
94.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
93.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
92.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
92.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
92.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
91.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
91.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
91.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
91.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
90.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
90.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
90.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
89.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
88.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
87.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
86.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
85.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
85.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
84.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
84.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
84.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
83.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
83.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
82.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
82.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
82.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
82.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
80.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
80.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
80.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
80.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
79.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
79.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
79.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
79.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
78.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
78.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
78.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
77.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
77.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
77.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
77.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
77.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
77.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
77.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
76.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
76.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
76.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
75.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
75.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
75.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
74.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
74.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
73.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
72.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
72.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
72.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
72.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
71.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
71.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
70.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
70.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
69.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
69.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
68.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
67.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
66.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
66.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
65.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
65.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
65.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
65.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
64.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
64.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
64.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
63.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
63.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
63.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
62.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
62.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
62.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
61.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
61.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
61.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
61.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
60.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
60.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
60.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
59.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
59.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
59.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
59.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
59.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
58.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
58.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
58.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
58.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
57.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
57.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
57.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
57.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
56.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
56.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
54.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
54.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
54.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
54.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
53.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
52.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
52.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
51.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
51.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
50.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
50.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
50.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
50.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
49.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
48.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
47.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
47.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
47.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
46.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
45.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
45.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
44.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
44.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
44.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
43.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
43.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
43.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
41.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
37.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A13 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
86.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
84.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
77.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
64.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
61.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
4.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
4.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
3.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
3.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
3.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
3.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
3.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
2.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
2.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
2.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
2.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
2.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
2.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
1.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
1.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
1.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
1.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
1.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
1.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
1.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
1.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
1.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
1.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
0.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
0.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
0.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
0.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
0.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
0.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
0.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
0.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
0.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A13 is potential prognostic, high expression is unfavorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
81.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
492.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
255.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
179.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
176.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
167.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
157.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
156.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
156.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
152.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
127.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
119.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
117.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
116.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
110.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
103.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
101.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
100.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
95.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
94.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
94.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
91.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
91.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
90.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
87.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
86.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
86.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
85.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
83.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
82.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
82.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
81.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
80.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
78.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
78.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
75.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
75.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
75.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
75.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
74.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
73.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
71.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
70.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
70.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
70.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
69.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
66.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
66.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
65.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
63.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
62.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
61.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
61.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
60.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
60.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
60.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
58.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
56.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
54.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
54.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
54.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
54.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
52.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
51.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
50.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
48.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
47.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
44.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
42.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
39.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A13 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
5.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
4.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
4.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
4.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
3.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
3.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
3.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
3.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
3.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
2.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
2.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
2.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
2.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
2.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
2.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
2.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
1.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
1.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
1.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
1.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
1.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
1.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
1.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
1.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
0.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
0.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
0.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
0.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
0.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
0.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
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Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
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Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
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Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
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Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
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Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
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Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
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Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
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Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
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Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
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Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
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Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
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Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
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Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
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Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
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Tumor
-0.9
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Tumor
-0.9
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.1
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Tumor
-1.2
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Tumor
-1.2
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Tumor
-1.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
